diff --git a/data/input.zip b/data/input.zip
deleted file mode 100644
index 8e1784046b8591710b3b0baa0bfb3e5cec631f9d..0000000000000000000000000000000000000000
Binary files a/data/input.zip and /dev/null differ
diff --git a/data/set-a/132539.txt b/data/set-a/132539.txt
deleted file mode 100644
index 6ff34618904ba666dac2a96f7a1efeed9aa9db00..0000000000000000000000000000000000000000
--- a/data/set-a/132539.txt
+++ /dev/null
@@ -1,274 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132539
-00:00,Age,54
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,-1
-00:07,GCS,15
-00:07,HR,73
-00:07,NIDiasABP,65
-00:07,NIMAP,92.33
-00:07,NISysABP,147
-00:07,RespRate,19
-00:07,Temp,35.1
-00:07,Urine,900
-00:37,HR,77
-00:37,NIDiasABP,58
-00:37,NIMAP,91
-00:37,NISysABP,157
-00:37,RespRate,19
-00:37,Temp,35.6
-00:37,Urine,60
-01:37,HR,60
-01:37,NIDiasABP,62
-01:37,NIMAP,87
-01:37,NISysABP,137
-01:37,RespRate,18
-01:37,Urine,30
-02:37,HR,62
-02:37,NIDiasABP,52
-02:37,NIMAP,75.67
-02:37,NISysABP,123
-02:37,RespRate,19
-02:37,Urine,170
-03:08,HCT,33.7
-03:37,GCS,15
-03:37,HR,80
-03:37,NIDiasABP,52
-03:37,NIMAP,72.67
-03:37,NISysABP,114
-03:37,RespRate,20
-03:37,Temp,37.8
-03:37,Urine,60
-04:37,HR,74
-04:37,RespRate,20
-05:37,HR,73
-05:37,NIDiasABP,45
-05:37,NIMAP,66.67
-05:37,NISysABP,110
-05:37,RespRate,17
-05:37,Urine,170
-07:37,GCS,15
-07:37,HR,64
-07:37,NIDiasABP,49
-07:37,NIMAP,68.33
-07:37,NISysABP,107
-07:37,RespRate,15
-07:37,Temp,38.1
-07:37,Urine,120
-08:37,HR,64
-08:37,NIDiasABP,56
-08:37,NIMAP,71.33
-08:37,NISysABP,102
-08:37,RespRate,14
-08:37,Urine,80
-09:37,HR,66
-09:37,NIDiasABP,48
-09:37,NIMAP,70
-09:37,NISysABP,114
-09:37,RespRate,17
-09:37,Urine,100
-10:37,BUN,13
-10:37,Creatinine,0.8
-10:37,Glucose,205
-10:37,HCO3,26
-10:37,HCT,33.5
-10:37,HR,61
-10:37,Mg,1.5
-10:37,NIDiasABP,62
-10:37,NIMAP,77.67
-10:37,NISysABP,109
-10:37,Platelets,221
-10:37,K,4.4
-10:37,Na,137
-10:37,RespRate,15
-10:37,Urine,60
-10:37,WBC,11.2
-11:37,GCS,15
-11:37,HR,58
-11:37,NIDiasABP,40
-11:37,NIMAP,60.33
-11:37,NISysABP,101
-11:37,RespRate,15
-11:37,Temp,37.6
-11:37,Urine,80
-12:37,HR,58
-12:37,NIDiasABP,40
-12:37,NIMAP,60
-12:37,NISysABP,100
-12:37,RespRate,12
-12:37,Urine,50
-13:37,HR,60
-13:37,NIDiasABP,47
-13:37,NIMAP,66
-13:37,NISysABP,104
-13:37,RespRate,15
-13:37,Urine,60
-14:37,HR,63
-14:37,RespRate,15
-15:37,GCS,15
-15:37,HR,69
-15:37,NIDiasABP,49
-15:37,NIMAP,70
-15:37,NISysABP,112
-15:37,RespRate,12
-15:37,Temp,36.9
-15:37,Urine,120
-16:37,HR,61
-16:37,NIDiasABP,40
-16:37,NIMAP,58.67
-16:37,NISysABP,96
-16:37,RespRate,14
-17:37,HR,65
-17:37,NIDiasABP,43
-17:37,NIMAP,61.33
-17:37,NISysABP,98
-17:37,RespRate,13
-17:37,Urine,140
-18:37,HR,77
-18:37,RespRate,18
-19:37,GCS,15
-19:37,HR,60
-19:37,NIDiasABP,55
-19:37,NIMAP,74.67
-19:37,NISysABP,114
-19:37,RespRate,13
-19:37,Temp,37.3
-19:37,Urine,80
-20:37,HR,62
-20:37,RespRate,12
-21:37,HR,73
-21:37,NIDiasABP,44
-21:37,NIMAP,63.33
-21:37,NISysABP,102
-21:37,RespRate,20
-21:37,Urine,70
-22:37,HR,66
-22:37,NIDiasABP,42
-22:37,NIMAP,62.67
-22:37,NISysABP,104
-22:37,RespRate,15
-22:37,Urine,80
-23:37,GCS,15
-23:37,HR,71
-23:37,NIDiasABP,41
-23:37,NIMAP,61.67
-23:37,NISysABP,103
-23:37,RespRate,24
-23:37,Temp,37.1
-23:37,Urine,40
-24:37,Urine,100
-25:37,HR,67
-25:37,NIDiasABP,48
-25:37,NIMAP,67
-25:37,NISysABP,105
-25:37,RespRate,16
-25:37,Urine,130
-26:37,RespRate,19
-27:37,GCS,15
-27:37,HR,80
-27:37,NIDiasABP,39
-27:37,NIMAP,60.67
-27:37,NISysABP,104
-27:37,RespRate,18
-27:37,Temp,37.9
-27:37,Urine,400
-27:37,Urine,0
-28:37,Urine,80
-29:37,HR,80
-29:37,NIDiasABP,41
-29:37,NIMAP,63.33
-29:37,NISysABP,108
-29:37,RespRate,16
-29:37,Urine,100
-30:37,Urine,450
-31:37,GCS,14
-31:37,HR,78
-31:37,NIDiasABP,43
-31:37,NIMAP,65
-31:37,NISysABP,109
-31:37,RespRate,18
-31:37,Temp,38.1
-31:37,Urine,220
-32:37,Urine,210
-33:07,BUN,8
-33:07,Creatinine,0.7
-33:07,Glucose,115
-33:07,HCO3,28
-33:07,HCT,30.3
-33:07,Mg,1.9
-33:07,Platelets,185
-33:07,K,4
-33:07,Na,136
-33:07,WBC,9.4
-33:37,HR,85
-33:37,NIDiasABP,46
-33:37,NIMAP,68.33
-33:37,NISysABP,113
-33:37,RespRate,18
-33:37,Urine,240
-34:37,Urine,100
-35:37,GCS,15
-35:37,HR,83
-35:37,NIDiasABP,49
-35:37,NIMAP,75.67
-35:37,NISysABP,129
-35:37,RespRate,20
-35:37,Temp,38.2
-35:37,Urine,100
-36:37,Urine,50
-37:37,HR,84
-37:37,NIDiasABP,47
-37:37,NIMAP,70.33
-37:37,NISysABP,117
-37:37,RespRate,24
-37:37,Urine,120
-38:37,RespRate,21
-39:37,GCS,15
-39:37,HR,73
-39:37,NIDiasABP,57
-39:37,NIMAP,78.67
-39:37,NISysABP,122
-39:37,RespRate,16
-39:37,Temp,37.9
-39:37,Urine,450
-40:37,HR,77
-40:37,NIDiasABP,53
-40:37,NIMAP,72
-40:37,NISysABP,110
-40:37,RespRate,18
-41:37,HR,73
-41:37,NIDiasABP,50
-41:37,NIMAP,69.67
-41:37,NISysABP,109
-41:37,RespRate,14
-41:37,Urine,450
-42:37,NIDiasABP,67
-42:37,NIMAP,87.67
-42:37,NISysABP,129
-42:37,RespRate,23
-43:37,GCS,15
-43:37,HR,73
-43:37,NIDiasABP,64
-43:37,NIMAP,82.67
-43:37,NISysABP,120
-43:37,RespRate,17
-43:37,Temp,37.6
-43:37,Urine,250
-44:37,RespRate,20
-45:37,HR,84
-45:37,NIDiasABP,56
-45:37,NIMAP,81.33
-45:37,NISysABP,132
-45:37,RespRate,20
-45:37,Urine,300
-46:37,RespRate,20
-47:37,GCS,15
-47:37,HR,86
-47:37,NIDiasABP,55
-47:37,NIMAP,79.33
-47:37,NISysABP,128
-47:37,RespRate,23
-47:37,Temp,37.8
-47:37,Urine,280
diff --git a/data/set-a/132540.txt b/data/set-a/132540.txt
deleted file mode 100644
index d8344039e299ed92b5a011a319375574dd614ac1..0000000000000000000000000000000000000000
--- a/data/set-a/132540.txt
+++ /dev/null
@@ -1,529 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132540
-00:00,Age,76
-00:00,Gender,1
-00:00,Height,175.3
-00:00,ICUType,2
-00:00,Weight,76
-00:42,pH,7.45
-00:42,PaCO2,34
-00:42,PaO2,344
-01:11,DiasABP,67
-01:11,FiO2,1
-01:11,HCT,24.7
-01:11,HR,88
-01:11,MAP,79
-01:11,MechVent,1
-01:11,Platelets,164
-01:11,SysABP,105
-01:11,Temp,35.2
-01:11,WBC,7.4
-01:26,DiasABP,69
-01:26,GCS,3
-01:26,HR,88
-01:26,MAP,81
-01:26,SysABP,106
-01:26,Temp,35.1
-01:26,Urine,770
-01:27,Urine,0
-01:31,DiasABP,64
-01:31,HR,88
-01:31,MAP,55
-01:31,SysABP,75
-01:31,Temp,34.8
-01:38,pH,7.44
-01:38,PaCO2,33
-01:38,PaO2,445
-01:41,Urine,180
-01:46,DiasABP,81
-01:46,HR,88
-01:46,MAP,100
-01:46,SysABP,135
-01:46,Temp,34.5
-01:51,FiO2,0.5
-01:51,MechVent,1
-01:56,DiasABP,54
-01:56,HR,88
-01:56,MAP,67
-01:56,SysABP,94
-01:56,Temp,34.8
-02:11,DiasABP,62
-02:11,HR,88
-02:11,MAP,76
-02:11,SysABP,105
-02:11,Temp,35.1
-02:11,Urine,45
-02:26,BUN,16
-02:26,Creatinine,0.8
-02:26,HCO3,21
-02:26,HCT,28.8
-02:26,Mg,3.1
-02:26,Platelets,181
-02:31,FiO2,0.5
-02:31,MechVent,1
-02:31,Urine,400
-02:36,DiasABP,51
-02:36,HR,88
-02:36,MAP,62
-02:36,SysABP,83
-02:36,Temp,35.4
-02:41,DiasABP,69
-02:41,SysABP,118
-02:51,DiasABP,64
-02:51,HR,88
-02:51,MAP,80
-02:51,SysABP,110
-02:51,Temp,35.7
-03:01,DiasABP,54
-03:01,HR,88
-03:01,MAP,66
-03:01,SysABP,89
-03:01,Temp,35.8
-03:11,DiasABP,56
-03:11,GCS,10
-03:11,HR,88
-03:11,MAP,71
-03:11,SysABP,99
-03:11,Temp,36
-03:11,Urine,270
-03:12,pH,7.4
-03:12,PaCO2,34
-03:12,PaO2,218
-03:12,SaO2,99
-03:31,FiO2,0.4
-03:51,MechVent,1
-04:11,DiasABP,57
-04:11,GCS,11
-04:11,HR,88
-04:11,MAP,70
-04:11,SysABP,99
-04:11,Temp,36.7
-04:11,Urine,220
-04:57,pH,7.34
-04:57,PaCO2,40
-04:57,PaO2,153
-04:57,SaO2,98
-05:00,HCT,28.2
-05:00,Platelets,226
-05:11,DiasABP,57
-05:11,HR,88
-05:11,MAP,70
-05:11,SysABP,98
-05:11,Temp,37.2
-05:11,Urine,100
-05:21,DiasABP,55
-05:21,MAP,72
-05:21,SysABP,80
-06:11,DiasABP,55
-06:11,HR,88
-06:11,MAP,71
-06:11,SysABP,107
-06:11,Temp,37.4
-06:11,Urine,129
-06:52,pH,7.36
-06:52,PaCO2,41
-06:52,PaO2,89
-06:52,SaO2,97
-07:11,DiasABP,57
-07:11,GCS,15
-07:11,HR,88
-07:11,MAP,74
-07:11,MechVent,1
-07:11,SysABP,110
-07:11,Temp,37.6
-07:11,Urine,50
-07:21,DiasABP,66
-07:21,HR,88
-07:21,MAP,89
-07:21,SysABP,135
-07:21,Temp,37.4
-07:26,HCT,28.8
-07:31,DiasABP,60
-07:31,HR,88
-07:31,MAP,78
-07:31,SysABP,117
-07:31,Temp,37.6
-07:51,DiasABP,54
-07:51,HR,88
-07:51,MAP,67
-07:51,SysABP,94
-07:51,Temp,37.6
-08:11,DiasABP,71
-08:11,FiO2,0.4
-08:11,HR,88
-08:11,MAP,92
-08:11,SysABP,133
-08:11,Temp,37.7
-08:11,Urine,50
-08:26,DiasABP,49
-08:26,HR,88
-08:26,MAP,61
-08:26,SysABP,84
-08:26,Temp,37.7
-08:31,DiasABP,51
-08:31,HR,88
-08:31,MAP,64
-08:31,SysABP,88
-08:31,Temp,37.7
-08:41,DiasABP,70
-08:41,HR,88
-08:41,MAP,91
-08:41,SysABP,133
-08:41,Temp,37.7
-09:11,DiasABP,63
-09:11,HR,88
-09:11,MAP,82
-09:11,SysABP,118
-09:11,Temp,37.8
-09:11,Urine,60
-10:11,DiasABP,68
-10:11,HR,88
-10:11,MAP,90
-10:11,SysABP,132
-10:11,Temp,37.9
-10:11,Urine,45
-10:16,DiasABP,58
-10:16,HR,80
-10:16,MAP,75
-10:16,SysABP,107
-10:16,Temp,37.9
-11:11,DiasABP,61
-11:11,GCS,15
-11:11,HR,80
-11:11,MAP,81
-11:11,SysABP,118
-11:11,Temp,37.9
-11:11,Urine,45
-12:11,DiasABP,62
-12:11,HR,80
-12:11,MAP,81
-12:11,SysABP,116
-12:11,Temp,37.7
-12:11,Urine,20
-13:11,DiasABP,65
-13:11,HR,80
-13:11,MAP,85
-13:11,SysABP,125
-13:11,Temp,37.6
-13:11,Urine,35
-13:35,pH,7.4
-13:35,SaO2,97
-14:11,DiasABP,60
-14:11,HR,80
-14:11,MAP,79
-14:11,SysABP,115
-14:11,Temp,37.5
-14:11,Urine,50
-14:15,BUN,18
-14:15,Creatinine,1.2
-14:15,Glucose,105
-14:15,HCO3,22
-14:15,HCT,28.1
-14:15,Mg,1.9
-14:15,Platelets,187
-14:15,K,4.3
-14:15,Na,139
-14:15,WBC,13.1
-15:11,DiasABP,58
-15:11,GCS,15
-15:11,HR,80
-15:11,MAP,76
-15:11,SysABP,110
-15:11,Temp,37.5
-16:11,DiasABP,48
-16:11,HR,80
-16:11,MAP,62
-16:11,SysABP,91
-16:11,Temp,37.6
-16:11,Urine,100
-16:31,DiasABP,59
-16:31,HR,80
-16:31,MAP,77
-16:31,SysABP,115
-16:31,Temp,37.4
-17:11,DiasABP,55
-17:11,HR,80
-17:11,MAP,72
-17:11,SysABP,106
-17:11,Temp,37.5
-17:11,Urine,30
-17:41,DiasABP,54
-17:41,HR,80
-17:41,MAP,69
-17:41,SysABP,100
-17:41,Temp,37.5
-17:56,DiasABP,61
-17:56,HR,80
-17:56,MAP,81
-17:56,SysABP,119
-17:56,Temp,37.5
-18:11,DiasABP,62
-18:11,HR,80
-18:11,MAP,83
-18:11,SysABP,123
-18:11,Temp,37.5
-18:11,Urine,25
-19:11,DiasABP,62
-19:11,GCS,15
-19:11,HR,80
-19:11,MAP,82
-19:11,SysABP,122
-19:11,Temp,37.5
-19:11,Urine,50
-19:11,Weight,80.6
-20:11,DiasABP,55
-20:11,HR,80
-20:11,MAP,73
-20:11,SysABP,107
-20:11,Temp,37.4
-20:11,Urine,380
-20:11,Weight,80.6
-21:11,DiasABP,59
-21:11,HR,81
-21:11,MAP,80
-21:11,SysABP,121
-21:11,Temp,37.5
-21:11,Urine,170
-21:11,Weight,80.6
-21:57,HCT,29.7
-22:11,DiasABP,62
-22:11,HR,80
-22:11,MAP,83
-22:11,SysABP,128
-22:11,Temp,37.5
-22:11,Urine,130
-22:11,Weight,80.6
-23:11,DiasABP,32
-23:11,GCS,15
-23:11,HR,80
-23:11,MAP,43
-23:11,NIDiasABP,38
-23:11,NIMAP,49.33
-23:11,NISysABP,72
-23:11,SysABP,66
-23:11,Urine,120
-23:11,Weight,80.6
-23:26,DiasABP,57
-23:26,HR,80
-23:26,MAP,80
-23:26,NIDiasABP,60
-23:26,NIMAP,78.33
-23:26,NISysABP,115
-23:26,SysABP,126
-23:26,Weight,80.6
-23:41,DiasABP,58
-23:41,HR,80
-23:41,MAP,81
-23:41,NIDiasABP,65
-23:41,NIMAP,86.33
-23:41,NISysABP,129
-23:41,SysABP,126
-23:41,Weight,80.6
-24:11,DiasABP,60
-24:11,HR,80
-24:11,MAP,84
-24:11,NIDiasABP,67
-24:11,NIMAP,88.33
-24:11,NISysABP,131
-24:11,SysABP,132
-24:11,Urine,45
-24:11,Weight,80.6
-24:26,DiasABP,57
-24:26,HR,80
-24:26,MAP,80
-24:26,SysABP,124
-24:26,Weight,80.6
-25:11,DiasABP,51
-25:11,HR,80
-25:11,MAP,72
-25:11,NIDiasABP,65
-25:11,NIMAP,79.67
-25:11,NISysABP,109
-25:11,SysABP,114
-25:11,Weight,80.6
-26:11,DiasABP,68
-26:11,HR,80
-26:11,MAP,92
-26:11,SysABP,138
-26:11,Temp,36.9
-26:11,Urine,90
-26:11,Weight,80.6
-26:26,DiasABP,65
-26:26,HR,80
-26:26,MAP,87
-26:26,NIDiasABP,67
-26:26,NIMAP,86
-26:26,NISysABP,124
-26:26,SysABP,128
-26:26,Temp,37
-26:26,Weight,80.6
-27:11,DiasABP,61
-27:11,GCS,15
-27:11,HR,80
-27:11,MAP,82
-27:11,NIDiasABP,54
-27:11,NIMAP,70.33
-27:11,NISysABP,103
-27:11,SysABP,123
-27:11,Urine,60
-27:11,Weight,80.6
-28:11,DiasABP,62
-28:11,HR,80
-28:11,MAP,86
-28:11,NIDiasABP,61
-28:11,NIMAP,83
-28:11,NISysABP,127
-28:11,SysABP,131
-28:11,Urine,65
-28:11,Weight,80.6
-29:11,DiasABP,62
-29:11,HR,80
-29:11,MAP,84
-29:11,NIDiasABP,66
-29:11,NIMAP,86
-29:11,NISysABP,126
-29:11,SysABP,129
-29:11,Urine,50
-29:11,Weight,80.6
-30:11,DiasABP,59
-30:11,HR,80
-30:11,MAP,81
-30:11,NIDiasABP,58
-30:11,NIMAP,78
-30:11,NISysABP,118
-30:11,SysABP,125
-30:11,Weight,80.6
-30:17,HCT,30.7
-31:11,DiasABP,50
-31:11,GCS,15
-31:11,HR,74
-31:11,MAP,66
-31:11,NIDiasABP,56
-31:11,NIMAP,70.33
-31:11,NISysABP,99
-31:11,SysABP,102
-31:11,Temp,36.8
-31:11,Urine,80
-31:11,Weight,80.6
-32:11,DiasABP,55
-32:11,HR,68
-32:11,MAP,75
-32:11,SysABP,118
-32:11,Weight,80.6
-33:11,DiasABP,46
-33:11,HR,68
-33:11,MAP,64
-33:11,SysABP,103
-33:11,Urine,600
-33:11,Weight,80.6
-34:11,DiasABP,59
-34:11,HR,69
-34:11,MAP,80
-34:11,SysABP,120
-34:11,Weight,80.6
-35:11,DiasABP,60
-35:11,GCS,14
-35:11,HR,71
-35:11,MAP,80
-35:11,SysABP,118
-35:11,Urine,250
-35:11,Weight,80.6
-36:11,DiasABP,54
-36:11,HR,69
-36:11,MAP,70
-36:11,SysABP,110
-36:11,Temp,36.7
-36:11,Weight,80.6
-37:11,DiasABP,57
-37:11,GCS,13
-37:11,HR,81
-37:11,MAP,76
-37:11,SysABP,109
-37:11,Urine,240
-37:11,Weight,80.6
-38:11,DiasABP,75
-38:11,HR,90
-38:11,MAP,98
-38:11,SysABP,134
-38:11,Weight,80.6
-39:11,DiasABP,53
-39:11,HR,70
-39:11,MAP,72
-39:11,SysABP,115
-39:11,Temp,36.4
-39:11,Weight,80.6
-40:11,DiasABP,57
-40:11,GCS,14
-40:11,HR,70
-40:11,MAP,79
-40:11,SysABP,125
-40:11,Weight,80.6
-40:16,pH,7.4
-40:16,PaCO2,44
-40:16,PaO2,82
-40:16,SaO2,93
-41:04,BUN,21
-41:04,Creatinine,1.3
-41:04,Glucose,146
-41:04,HCO3,24
-41:04,HCT,29.5
-41:04,Mg,2.3
-41:04,Platelets,135
-41:04,K,3.5
-41:04,Na,135
-41:04,WBC,13.3
-41:11,DiasABP,55
-41:11,HR,67
-41:11,MAP,77
-41:11,SysABP,123
-41:11,Urine,240
-41:11,Weight,81.6
-42:11,DiasABP,61
-42:11,HR,75
-42:11,MAP,86
-42:11,SysABP,138
-42:11,Urine,120
-42:11,Weight,81.6
-43:11,DiasABP,59
-43:11,GCS,15
-43:11,HR,71
-43:11,MAP,85
-43:11,SysABP,137
-43:11,Temp,36.9
-43:11,Urine,80
-43:11,Weight,81.6
-44:11,DiasABP,56
-44:11,HR,72
-44:11,MAP,79
-44:11,SysABP,125
-44:11,Urine,120
-44:11,Weight,81.6
-45:11,DiasABP,51
-45:11,HR,79
-45:11,MAP,69
-45:11,SysABP,103
-45:11,Urine,80
-45:11,Weight,81.6
-45:40,pH,7.37
-45:40,PaCO2,46
-45:40,PaO2,140
-45:40,SaO2,97
-45:41,NIDiasABP,50
-45:41,NIMAP,71.67
-45:41,NISysABP,115
-46:11,HR,70
-46:11,NIDiasABP,38
-46:11,NIMAP,58.67
-46:11,NISysABP,100
-46:11,Urine,400
-46:11,Weight,81.6
-46:15,HCT,29.4
-46:15,Mg,1.9
-47:11,GCS,15
-47:11,HR,65
-47:11,NIDiasABP,49
-47:11,NIMAP,68.33
-47:11,NISysABP,107
-47:11,Temp,37.1
-47:11,Urine,220
-47:11,Weight,81.6
diff --git a/data/set-a/132541.txt b/data/set-a/132541.txt
deleted file mode 100644
index bc2d2a0c7cde8bc1cf58384351e057ca69ad40e6..0000000000000000000000000000000000000000
--- a/data/set-a/132541.txt
+++ /dev/null
@@ -1,435 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132541
-00:00,Age,44
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,56.7
-00:02,GCS,7
-00:02,HR,100
-00:02,NIDiasABP,84
-00:02,NIMAP,100.3
-00:02,NISysABP,133
-00:02,Temp,37.8
-00:02,Urine,100
-00:02,Weight,56.7
-00:47,HR,78
-00:47,NIDiasABP,83
-00:47,NIMAP,99
-00:47,NISysABP,131
-00:47,Weight,56.7
-01:17,HR,96
-01:17,NIDiasABP,89
-01:17,NIMAP,105
-01:17,NISysABP,137
-01:17,Urine,60
-01:17,Weight,56.7
-01:36,Albumin,2.7
-01:36,ALP,127
-01:36,ALT,91
-01:36,AST,235
-01:36,Bilirubin,3
-01:36,BUN,8
-01:36,Creatinine,0.4
-01:36,Glucose,141
-01:36,HCO3,24
-01:36,HCT,28.5
-01:36,Mg,1.9
-01:36,Platelets,72
-01:36,K,3.3
-01:36,Na,137
-01:36,WBC,4.2
-01:45,Lactate,1.3
-02:17,GCS,8
-02:17,HR,81
-02:17,NIDiasABP,89
-02:17,NIMAP,106.7
-02:17,NISysABP,142
-02:17,Temp,37.2
-02:17,Urine,75
-02:17,Weight,56.7
-02:47,HR,102
-02:47,NIDiasABP,82
-02:47,NIMAP,97.67
-02:47,NISysABP,129
-02:47,Weight,56.7
-03:17,HR,86
-03:17,NIDiasABP,75
-03:17,NIMAP,91.67
-03:17,NISysABP,125
-03:17,Urine,30
-03:17,Weight,56.7
-04:17,HR,87
-04:17,NIDiasABP,72
-04:17,NIMAP,92.67
-04:17,NISysABP,134
-04:17,Urine,125
-04:17,Weight,56.7
-05:17,HR,103
-05:17,NIDiasABP,78
-05:17,NIMAP,101.3
-05:17,NISysABP,148
-05:17,Urine,100
-05:17,Weight,56.7
-05:47,HR,86
-05:47,NIDiasABP,89
-05:47,NIMAP,106
-05:47,NISysABP,140
-05:47,Weight,56.7
-06:17,GCS,8
-06:17,HR,113
-06:17,NIDiasABP,79
-06:17,NIMAP,98.67
-06:17,NISysABP,138
-06:17,Temp,39
-06:17,Urine,180
-06:17,Weight,56.7
-07:17,HR,95
-07:17,NIDiasABP,86
-07:17,NIMAP,103.3
-07:17,NISysABP,138
-07:17,Urine,175
-07:17,Weight,56.7
-08:17,HR,84
-08:17,NIDiasABP,84
-08:17,NIMAP,103
-08:17,NISysABP,141
-08:17,Urine,120
-08:17,Weight,56.7
-09:17,HR,86
-09:17,NIDiasABP,72
-09:17,NIMAP,85
-09:17,NISysABP,111
-09:17,Temp,37.9
-09:17,Urine,140
-09:17,Weight,56.7
-09:47,HR,93
-09:47,NIDiasABP,76
-09:47,NIMAP,93
-09:47,NISysABP,127
-09:47,Weight,56.7
-10:17,FiO2,1
-10:17,GCS,6
-10:17,HR,57
-10:17,MechVent,1
-10:17,NIDiasABP,66
-10:17,NIMAP,83.33
-10:17,NISysABP,118
-10:17,Urine,100
-10:17,Weight,56.7
-10:32,HR,96
-10:32,NIDiasABP,71
-10:32,NIMAP,89
-10:32,NISysABP,125
-10:32,Weight,56.7
-10:47,HR,87
-10:47,NIDiasABP,86
-10:47,NIMAP,105.3
-10:47,NISysABP,144
-10:47,Weight,56.7
-12:47,FiO2,0.5
-12:47,HR,88
-12:47,NIDiasABP,66
-12:47,NIMAP,86.67
-12:47,NISysABP,128
-12:47,Temp,37.2
-12:47,Urine,125
-12:47,Weight,56.7
-13:17,HR,79
-13:17,NIDiasABP,90
-13:17,NIMAP,110
-13:17,NISysABP,150
-13:17,Urine,35
-13:17,Weight,56.7
-14:17,GCS,6
-14:17,HR,78
-14:17,NIDiasABP,95
-14:17,NIMAP,109.3
-14:17,NISysABP,138
-14:17,Temp,37.6
-14:17,Urine,200
-14:17,Weight,56.7
-14:21,Albumin,2.3
-14:21,ALP,105
-14:21,ALT,75
-14:21,AST,164
-14:21,Bilirubin,2.8
-14:21,BUN,3
-14:21,Creatinine,0.3
-14:21,Glucose,119
-14:21,HCO3,26
-14:21,HCT,26.7
-14:21,Mg,1.3
-14:21,Platelets,84
-14:21,K,8.6
-14:21,Na,140
-14:21,WBC,3.7
-14:32,FiO2,0.5
-14:32,MechVent,1
-15:17,HR,77
-15:17,NIDiasABP,79
-15:17,NIMAP,97.67
-15:17,NISysABP,135
-15:17,Urine,150
-15:17,Weight,56.7
-15:39,pH,7.51
-15:39,PaCO2,37
-15:39,PaO2,65
-15:39,SaO2,95
-16:17,HR,81
-16:17,MechVent,1
-16:17,NIDiasABP,74
-16:17,NIMAP,93.33
-16:17,NISysABP,132
-16:17,Urine,35
-16:17,Weight,56.7
-16:39,Lactate,1.9
-17:17,HR,72
-17:17,NIDiasABP,76
-17:17,NIMAP,95.33
-17:17,NISysABP,134
-17:17,Urine,200
-17:17,Weight,56.7
-18:17,FiO2,0.5
-18:17,GCS,7
-18:17,HR,78
-18:17,MechVent,1
-18:17,NIDiasABP,72
-18:17,NIMAP,90.33
-18:17,NISysABP,127
-18:17,Temp,36.7
-18:17,Urine,200
-18:17,Weight,56.7
-19:17,HR,99
-19:17,NIDiasABP,83
-19:17,NIMAP,101
-19:17,NISysABP,137
-19:17,Urine,75
-19:17,Weight,56.7
-20:17,HR,85
-20:17,NIDiasABP,81
-20:17,NIMAP,100.7
-20:17,NISysABP,140
-20:17,Urine,275
-20:17,Weight,56.7
-20:31,FiO2,0.5
-20:31,MechVent,1
-21:17,FiO2,0.5
-21:17,HR,91
-21:17,MechVent,1
-21:17,NIDiasABP,75
-21:17,NIMAP,92.33
-21:17,NISysABP,127
-21:17,Weight,56.7
-22:17,GCS,5
-22:17,HR,90
-22:17,NIDiasABP,85
-22:17,NIMAP,103
-22:17,NISysABP,139
-22:17,Temp,37.4
-22:17,Urine,410
-22:17,Weight,56.7
-23:17,HR,88
-23:17,NIDiasABP,84
-23:17,NIMAP,103
-23:17,NISysABP,141
-23:17,Weight,56.7
-24:17,HR,81
-24:17,NIDiasABP,73
-24:17,NIMAP,95.67
-24:17,NISysABP,141
-24:17,Urine,275
-24:17,Weight,56.7
-25:17,FiO2,0.5
-25:17,HR,78
-25:17,MechVent,1
-25:17,NIDiasABP,73
-25:17,NIMAP,88.67
-25:17,NISysABP,120
-25:17,Weight,56.7
-26:04,FiO2,0.5
-26:04,MechVent,1
-26:17,GCS,5
-26:17,HR,81
-26:17,NIDiasABP,86
-26:17,NIMAP,102.3
-26:17,NISysABP,135
-26:17,Temp,37.9
-26:17,Weight,56.7
-26:51,HCT,28.7
-26:51,Mg,1.8
-26:51,K,2.3
-27:17,HR,89
-27:17,NIDiasABP,74
-27:17,NIMAP,88.67
-27:17,NISysABP,118
-27:17,Urine,425
-27:17,Weight,56.7
-28:17,HR,97
-28:17,NIDiasABP,69
-28:17,NIMAP,85.67
-28:17,NISysABP,119
-28:17,Urine,100
-28:17,Weight,56.7
-29:17,HR,87
-29:17,NIDiasABP,69
-29:17,NIMAP,85
-29:17,NISysABP,117
-29:17,Weight,56.7
-30:17,FiO2,0.5
-30:17,GCS,5
-30:17,HR,90
-30:17,MechVent,1
-30:17,NIDiasABP,79
-30:17,NIMAP,92.33
-30:17,NISysABP,119
-30:17,Temp,38.2
-30:17,Urine,170
-30:17,Weight,56.7
-31:17,HR,91
-31:17,NIDiasABP,74
-31:17,NIMAP,91.67
-31:17,NISysABP,127
-31:17,Urine,40
-31:17,Weight,56.7
-32:17,HR,94
-32:17,NIDiasABP,84
-32:17,NIMAP,103
-32:17,NISysABP,141
-32:17,Urine,125
-32:17,Weight,56.7
-32:53,pH,7.5
-32:53,PaCO2,35
-32:53,PaO2,232
-33:17,DiasABP,81
-33:17,HR,91
-33:17,MAP,107
-33:17,SysABP,148
-33:17,Urine,185
-33:17,Weight,56.7
-33:27,FiO2,0.4
-33:27,MechVent,1
-33:47,HCT,29
-33:47,Mg,1.9
-33:47,K,3.4
-33:53,Lactate,0.9
-34:17,DiasABP,75
-34:17,FiO2,0.4
-34:17,GCS,5
-34:17,HR,96
-34:17,MAP,100
-34:17,MechVent,1
-34:17,SysABP,138
-34:17,Temp,38.8
-34:17,Urine,100
-34:17,Weight,56.7
-34:44,pH,7.5
-34:44,PaCO2,33
-34:44,PaO2,68
-35:17,DiasABP,69
-35:17,HR,75
-35:17,MAP,93
-35:17,SysABP,129
-35:17,Urine,125
-35:17,Weight,56.7
-36:03,pH,7.47
-36:03,PaCO2,37
-36:03,PaO2,173
-36:17,DiasABP,77
-36:17,HR,83
-36:17,MAP,100
-36:17,SysABP,135
-36:17,Urine,80
-36:17,Weight,56.7
-37:17,DiasABP,73
-37:17,HR,67
-37:17,MAP,97
-37:17,SysABP,136
-37:17,Urine,40
-37:17,Weight,56.7
-38:17,DiasABP,79
-38:17,FiO2,0.4
-38:17,GCS,5
-38:17,HR,93
-38:17,MAP,102
-38:17,MechVent,1
-38:17,SysABP,139
-38:17,Temp,38.2
-38:17,Urine,50
-38:17,Weight,56.7
-39:07,BUN,3
-39:07,Creatinine,0.3
-39:07,Glucose,143
-39:07,HCO3,25
-39:07,HCT,29.4
-39:07,Mg,1.7
-39:07,Platelets,113
-39:07,K,3.7
-39:07,Na,138
-39:07,WBC,6.2
-39:17,DiasABP,64
-39:17,HR,70
-39:17,MAP,88
-39:17,SysABP,127
-39:17,Urine,50
-39:17,Weight,56.7
-40:02,DiasABP,53
-40:02,HR,68
-40:02,MAP,77
-40:02,SysABP,103
-40:02,Weight,56.7
-40:17,DiasABP,65
-40:17,HR,70
-40:17,MAP,89
-40:17,SysABP,124
-40:17,Urine,18
-40:17,Weight,56.7
-41:17,DiasABP,60
-41:17,HR,69
-41:17,MAP,83
-41:17,SysABP,119
-41:17,Weight,56.7
-42:17,DiasABP,63
-42:17,FiO2,0.4
-42:17,GCS,5
-42:17,HR,74
-42:17,MAP,87
-42:17,MechVent,1
-42:17,SysABP,121
-42:17,Temp,38.1
-42:17,Urine,140
-42:17,Weight,56.7
-43:17,DiasABP,52
-43:17,HR,71
-43:17,MAP,72
-43:17,SysABP,103
-43:17,Urine,100
-43:17,Weight,56.7
-44:17,DiasABP,59
-44:17,HR,63
-44:17,MAP,83
-44:17,SysABP,118
-44:17,Urine,70
-44:17,Weight,56.7
-45:17,DiasABP,65
-45:17,HR,64
-45:17,MAP,86
-45:17,SysABP,121
-45:17,Urine,35
-45:17,Weight,56.7
-46:17,DiasABP,69
-46:17,FiO2,0.4
-46:17,GCS,5
-46:17,HR,74
-46:17,MAP,91
-46:17,MechVent,1
-46:17,SysABP,124
-46:17,Temp,37.2
-46:17,Urine,50
-46:17,Weight,56.7
-47:17,DiasABP,70
-47:17,HR,71
-47:17,MAP,92
-47:17,SysABP,126
-47:17,Urine,35
-47:17,Weight,56.7
diff --git a/data/set-a/132543.txt b/data/set-a/132543.txt
deleted file mode 100644
index 5c4a5bf032a916560cfc18eca2728c552ff4232e..0000000000000000000000000000000000000000
--- a/data/set-a/132543.txt
+++ /dev/null
@@ -1,435 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132543
-00:00,Age,68
-00:00,Gender,1
-00:00,Height,180.3
-00:00,ICUType,3
-00:00,Weight,84.6
-00:11,Albumin,4.4
-00:11,ALP,105
-00:11,ALT,12
-00:11,AST,15
-00:11,Bilirubin,0.2
-00:11,BUN,23
-00:11,Creatinine,0.9
-00:11,Glucose,129
-00:11,HCO3,28
-00:11,HCT,41.3
-00:11,Mg,2.1
-00:11,Platelets,391
-00:11,K,4
-00:11,Na,140
-00:11,WBC,11.5
-00:21,GCS,15
-00:21,HR,79
-00:21,NIDiasABP,63
-00:21,NIMAP,86.67
-00:21,NISysABP,134
-00:21,Temp,36.3
-00:36,HR,76
-00:36,NIDiasABP,63
-00:36,NIMAP,86.67
-00:36,NISysABP,134
-00:36,RespRate,19
-00:36,Weight,84.6
-00:51,HR,74
-00:51,NIDiasABP,69
-00:51,NIMAP,84.33
-00:51,NISysABP,115
-00:51,RespRate,17
-00:51,Weight,84.6
-01:21,HR,75
-01:21,NIDiasABP,76
-01:21,NIMAP,94.33
-01:21,NISysABP,131
-01:21,RespRate,20
-01:21,Weight,84.6
-01:26,HR,75
-01:26,NIDiasABP,64
-01:26,NIMAP,84.33
-01:26,NISysABP,125
-01:26,RespRate,15
-01:26,Weight,84.6
-01:31,HR,88
-01:31,NIDiasABP,81
-01:31,NIMAP,100.7
-01:31,NISysABP,140
-01:31,RespRate,21
-01:31,Weight,84.6
-01:36,HR,78
-01:36,NIDiasABP,64
-01:36,NIMAP,83.67
-01:36,NISysABP,123
-01:36,RespRate,18
-01:36,Weight,84.6
-01:41,HR,86
-01:41,NIDiasABP,75
-01:41,NIMAP,90.33
-01:41,NISysABP,121
-01:41,RespRate,14
-01:41,Weight,84.6
-01:46,HR,83
-01:46,NIDiasABP,65
-01:46,NIMAP,80.33
-01:46,NISysABP,111
-01:46,RespRate,18
-01:46,Weight,84.6
-01:51,HR,78
-01:51,NIDiasABP,74
-01:51,NIMAP,89.33
-01:51,NISysABP,120
-01:51,Weight,84.6
-01:56,HR,83
-01:56,NIDiasABP,63
-01:56,NIMAP,86.33
-01:56,NISysABP,133
-01:56,RespRate,17
-01:56,Weight,84.6
-02:01,HR,76
-02:01,NIDiasABP,73
-02:01,NIMAP,89
-02:01,NISysABP,121
-02:01,RespRate,17
-02:01,Weight,84.6
-02:06,HR,77
-02:06,NIDiasABP,66
-02:06,NIMAP,83.33
-02:06,NISysABP,118
-02:06,RespRate,17
-02:06,Weight,84.6
-02:36,HR,73
-02:36,NIDiasABP,74
-02:36,NIMAP,95.33
-02:36,NISysABP,138
-02:36,RespRate,13
-02:36,Weight,84.6
-02:41,HCT,37.8
-03:36,GCS,15
-03:36,HR,73
-03:36,NIDiasABP,70
-03:36,NIMAP,91.67
-03:36,NISysABP,135
-03:36,RespRate,16
-03:36,Temp,36.4
-03:36,Weight,84.6
-04:36,HR,74
-04:36,NIDiasABP,68
-04:36,NIMAP,84.67
-04:36,NISysABP,118
-04:36,RespRate,15
-04:36,Weight,84.6
-05:36,HR,72
-05:36,NIDiasABP,74
-05:36,NIMAP,91.33
-05:36,NISysABP,126
-05:36,RespRate,15
-05:36,Weight,84.6
-06:36,HR,61
-06:36,NIDiasABP,61
-06:36,NIMAP,74.67
-06:36,NISysABP,102
-06:36,RespRate,15
-06:36,Weight,84.6
-07:36,GCS,14
-07:36,HR,64
-07:36,NIDiasABP,63
-07:36,NIMAP,82.33
-07:36,NISysABP,121
-07:36,RespRate,14
-07:36,Temp,36.4
-07:36,Weight,84.6
-08:36,HR,57
-08:36,NIDiasABP,63
-08:36,NIMAP,80.33
-08:36,NISysABP,115
-08:36,RespRate,18
-08:36,Weight,84.6
-08:43,BUN,20
-08:43,Creatinine,0.7
-08:43,Glucose,106
-08:43,HCO3,27
-08:43,HCT,36.8
-08:43,Mg,2.1
-08:43,Platelets,315
-08:43,K,4.2
-08:43,Na,141
-08:43,WBC,8.8
-09:36,HR,60
-09:36,NIDiasABP,61
-09:36,NIMAP,78.67
-09:36,NISysABP,114
-09:36,RespRate,13
-09:36,Weight,84.6
-10:36,HR,61
-10:36,NIDiasABP,59
-10:36,NIMAP,82
-10:36,NISysABP,128
-10:36,RespRate,13
-10:36,Weight,84.6
-11:36,HR,62
-11:36,NIDiasABP,67
-11:36,NIMAP,83
-11:36,NISysABP,115
-11:36,RespRate,15
-11:36,Urine,600
-11:36,Weight,84.6
-12:36,HR,61
-12:36,NIDiasABP,73
-12:36,NIMAP,88.33
-12:36,NISysABP,119
-12:36,RespRate,18
-12:36,Temp,35.1
-12:36,Weight,84.6
-13:36,GCS,15
-13:36,HR,69
-13:36,NIDiasABP,56
-13:36,NIMAP,81
-13:36,NISysABP,131
-13:36,RespRate,16
-13:36,Weight,84.6
-14:31,HCT,36.1
-14:36,HR,67
-14:36,NIDiasABP,61
-14:36,NIMAP,79.33
-14:36,NISysABP,116
-14:36,RespRate,12
-14:36,Weight,84.6
-15:36,HR,76
-15:36,NIDiasABP,61
-15:36,NIMAP,83.67
-15:36,NISysABP,129
-15:36,RespRate,17
-15:36,Urine,100
-15:36,Weight,84.6
-16:36,GCS,15
-16:36,HR,74
-16:36,NIDiasABP,60
-16:36,NIMAP,77
-16:36,NISysABP,111
-16:36,RespRate,14
-16:36,Temp,36.7
-16:36,Weight,84.6
-17:36,HR,74
-17:36,NIDiasABP,65
-17:36,NIMAP,86.33
-17:36,NISysABP,129
-17:36,RespRate,16
-17:36,Weight,84.6
-18:36,GCS,15
-18:36,HR,76
-18:36,NIDiasABP,69
-18:36,NIMAP,91.67
-18:36,NISysABP,137
-18:36,RespRate,17
-18:36,Weight,84.6
-19:36,HR,75
-19:36,NIDiasABP,69
-19:36,NIMAP,86
-19:36,NISysABP,120
-19:36,RespRate,16
-19:36,Weight,84.6
-20:36,GCS,15
-20:36,HR,75
-20:36,NIDiasABP,54
-20:36,NIMAP,73
-20:36,NISysABP,111
-20:36,RespRate,13
-20:36,Temp,36.2
-20:36,Weight,84.6
-21:09,HCT,37.6
-21:36,HR,77
-21:36,NIDiasABP,56
-21:36,NIMAP,77
-21:36,NISysABP,119
-21:36,RespRate,14
-21:36,Weight,84.6
-22:36,GCS,15
-22:36,HR,77
-22:36,RespRate,13
-22:36,Weight,84.6
-23:36,GCS,15
-23:36,HR,68
-23:36,NIDiasABP,63
-23:36,NIMAP,81.67
-23:36,NISysABP,119
-23:36,RespRate,16
-23:36,Temp,36.4
-23:36,Urine,700
-23:36,Weight,84.6
-24:36,HR,62
-24:36,NIDiasABP,64
-24:36,NIMAP,83
-24:36,NISysABP,121
-24:36,RespRate,15
-24:36,Weight,84.6
-25:36,HR,67
-25:36,NIDiasABP,69
-25:36,NIMAP,85.67
-25:36,NISysABP,119
-25:36,RespRate,12
-25:36,Weight,84.6
-26:36,HR,62
-26:36,NIDiasABP,70
-26:36,NIMAP,90
-26:36,NISysABP,130
-26:36,RespRate,12
-26:36,Weight,84.6
-27:36,GCS,15
-27:36,HR,74
-27:36,NIDiasABP,70
-27:36,NIMAP,90
-27:36,NISysABP,130
-27:36,RespRate,18
-27:36,Temp,36.5
-27:36,Weight,84.6
-28:36,HR,61
-28:36,NIDiasABP,55
-28:36,NIMAP,74
-28:36,NISysABP,112
-28:36,RespRate,16
-28:36,Weight,84.6
-29:36,HR,63
-29:36,NIDiasABP,55
-29:36,NIMAP,72
-29:36,NISysABP,106
-29:36,RespRate,16
-29:36,Weight,84.6
-30:36,HR,58
-30:36,NIDiasABP,63
-30:36,NIMAP,82.67
-30:36,NISysABP,122
-30:36,RespRate,6
-30:36,Weight,84.6
-31:06,GCS,15
-31:06,HR,66
-31:06,RespRate,12
-31:06,Temp,35.8
-31:06,Weight,84.6
-31:36,HR,58
-31:36,NIDiasABP,63
-31:36,NIMAP,82.67
-31:36,NISysABP,122
-31:36,RespRate,8
-31:36,Weight,84.6
-32:06,BUN,10
-32:06,Creatinine,0.7
-32:06,Glucose,117
-32:06,HCO3,28
-32:06,HCT,36.2
-32:06,Mg,1.9
-32:06,Platelets,284
-32:06,K,3.8
-32:06,Na,137
-32:06,WBC,7.9
-32:36,HR,65
-32:36,NIDiasABP,63
-32:36,NIMAP,81.33
-32:36,NISysABP,118
-32:36,RespRate,17
-32:36,Urine,675
-32:36,Weight,84.6
-33:36,HR,59
-33:36,NIDiasABP,58
-33:36,NIMAP,77.67
-33:36,NISysABP,117
-33:36,RespRate,8
-33:36,Weight,84.6
-34:36,HR,57
-34:36,NIDiasABP,45
-34:36,NIMAP,68.33
-34:36,NISysABP,115
-34:36,RespRate,12
-34:36,Weight,84.6
-35:36,GCS,15
-35:36,HR,68
-35:36,NIDiasABP,63
-35:36,NIMAP,78.33
-35:36,NISysABP,109
-35:36,RespRate,18
-35:36,Temp,36.1
-35:36,Weight,84.6
-36:36,HR,71
-36:36,NIDiasABP,64
-36:36,NIMAP,80.33
-36:36,NISysABP,113
-36:36,RespRate,19
-36:36,Weight,84.6
-37:36,HR,69
-37:36,NIDiasABP,61
-37:36,NIMAP,80.67
-37:36,NISysABP,120
-37:36,RespRate,18
-37:36,Weight,84.6
-38:36,GCS,15
-38:36,HR,62
-38:36,NIDiasABP,66
-38:36,NIMAP,82.33
-38:36,NISysABP,115
-38:36,RespRate,15
-38:36,Weight,84.6
-39:36,GCS,15
-39:36,HR,69
-39:36,NIDiasABP,65
-39:36,NIMAP,84.67
-39:36,NISysABP,124
-39:36,RespRate,12
-39:36,Temp,36.4
-39:36,Weight,84.6
-40:36,HR,77
-40:36,NIDiasABP,70
-40:36,NIMAP,86
-40:36,NISysABP,118
-40:36,RespRate,17
-40:36,Urine,650
-40:36,Weight,84.6
-41:36,GCS,15
-41:36,HR,76
-41:36,NIDiasABP,69
-41:36,NIMAP,87.67
-41:36,NISysABP,125
-41:36,RespRate,19
-41:36,Weight,84.6
-42:36,HR,74
-42:36,NIDiasABP,62
-42:36,NIMAP,84
-42:36,NISysABP,128
-42:36,RespRate,24
-42:36,Weight,84.6
-43:36,GCS,15
-43:36,HR,79
-43:36,NIDiasABP,68
-43:36,NIMAP,85
-43:36,NISysABP,119
-43:36,RespRate,15
-43:36,Temp,35.6
-43:36,Weight,84.6
-43:43,HCT,36.3
-44:36,HR,76
-44:36,NIDiasABP,69
-44:36,NIMAP,86
-44:36,NISysABP,120
-44:36,RespRate,18
-44:36,Weight,84.6
-45:36,GCS,15
-45:36,HR,78
-45:36,NIDiasABP,54
-45:36,NIMAP,75.33
-45:36,NISysABP,118
-45:36,RespRate,7
-45:36,Weight,84.6
-46:36,HR,75
-46:36,RespRate,19
-46:36,Weight,84.6
-47:06,GCS,15
-47:06,HR,79
-47:06,NIDiasABP,63
-47:06,NIMAP,80.67
-47:06,NISysABP,116
-47:06,RespRate,15
-47:06,Temp,37
-47:06,Weight,84.6
-47:36,NIDiasABP,81
-47:36,NIMAP,98.67
-47:36,NISysABP,134
-47:36,RespRate,22
-47:36,Urine,550
diff --git a/data/set-a/132545.txt b/data/set-a/132545.txt
deleted file mode 100644
index d1635d8bfcb785bbb22e1ef2db1742c8285470ec..0000000000000000000000000000000000000000
--- a/data/set-a/132545.txt
+++ /dev/null
@@ -1,325 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132545
-00:00,Age,88
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-02:18,HR,93
-02:18,NIDiasABP,41
-02:18,NIMAP,75.33
-02:18,NISysABP,144
-02:18,RespRate,24
-02:18,Temp,37.8
-02:18,Urine,140
-02:33,GCS,15
-02:33,HR,84
-02:33,NIDiasABP,50
-02:33,NIMAP,82
-02:33,NISysABP,146
-02:33,RespRate,24
-03:33,HR,94
-03:33,NIDiasABP,29
-03:33,NIMAP,69.67
-03:33,NISysABP,151
-03:33,RespRate,26
-03:33,Urine,150
-04:33,GCS,15
-04:33,HR,87
-04:33,NIDiasABP,44
-04:33,NIMAP,72.67
-04:33,NISysABP,130
-04:33,RespRate,20
-04:33,Temp,35.8
-04:33,Urine,50
-05:33,HR,82
-05:33,NIDiasABP,36
-05:33,NIMAP,63.67
-05:33,NISysABP,119
-05:33,RespRate,19
-05:33,Urine,70
-05:53,BUN,45
-05:53,Creatinine,1
-05:53,Glucose,113
-05:53,HCO3,18
-05:53,HCT,22.6
-05:53,Mg,1.5
-05:53,Platelets,109
-05:53,K,6
-05:53,Na,140
-05:53,WBC,3.8
-06:03,HR,82
-06:03,NIDiasABP,38
-06:03,NIMAP,70.67
-06:03,NISysABP,136
-06:03,RespRate,18
-06:03,Temp,36.9
-06:33,HR,86
-06:33,NIDiasABP,38
-06:33,NIMAP,70.67
-06:33,NISysABP,136
-06:33,RespRate,23
-06:33,Urine,40
-06:48,HR,84
-06:48,NIDiasABP,47
-06:48,NIMAP,80
-06:48,NISysABP,146
-06:48,RespRate,19
-07:33,HR,86
-07:33,NIDiasABP,41
-07:33,NIMAP,77.67
-07:33,NISysABP,151
-07:33,RespRate,18
-07:33,Temp,37
-07:33,Urine,40
-08:33,GCS,15
-08:33,HR,82
-08:33,NIDiasABP,34
-08:33,NIMAP,70.33
-08:33,NISysABP,143
-08:33,RespRate,17
-08:33,Temp,37.2
-08:33,Urine,40
-09:33,HR,83
-09:33,NIDiasABP,96
-09:33,NIMAP,105.7
-09:33,NISysABP,125
-09:33,K,3.8
-09:33,RespRate,21
-09:33,Temp,37
-09:33,Urine,60
-10:33,HR,83
-10:33,NIDiasABP,52
-10:33,NIMAP,78.67
-10:33,NISysABP,132
-10:33,RespRate,24
-10:33,Temp,36.8
-10:33,Urine,40
-11:33,HR,75
-11:33,NIDiasABP,50
-11:33,NIMAP,76.67
-11:33,NISysABP,130
-11:33,RespRate,16
-11:33,Urine,60
-12:33,GCS,15
-12:33,HR,81
-12:33,NIDiasABP,56
-12:33,NIMAP,83.33
-12:33,NISysABP,138
-12:33,RespRate,21
-12:33,Temp,37.1
-12:33,Urine,30
-13:33,HR,72
-13:33,RespRate,17
-13:33,Urine,80
-14:33,HR,81
-14:33,NIDiasABP,60
-14:33,NIMAP,92
-14:33,NISysABP,156
-14:33,RespRate,17
-14:33,Urine,40
-15:33,HCT,30.8
-15:33,HR,71
-15:33,K,3.9
-15:33,RespRate,19
-15:33,Urine,50
-16:33,HR,76
-16:33,NIDiasABP,58
-16:33,NIMAP,79.33
-16:33,NISysABP,122
-16:33,RespRate,19
-16:33,Temp,37.2
-16:33,Urine,50
-17:33,GCS,15
-17:33,HR,71
-17:33,NIDiasABP,54
-17:33,NIMAP,80
-17:33,NISysABP,132
-17:33,RespRate,19
-18:33,HCT,30.2
-18:33,HR,80
-18:33,NIDiasABP,58
-18:33,NIMAP,89.33
-18:33,NISysABP,152
-18:33,RespRate,26
-18:33,Urine,100
-19:33,HR,76
-19:33,RespRate,18
-19:33,Temp,37.2
-20:33,GCS,15
-20:33,HR,73
-20:33,NIDiasABP,50
-20:33,NIMAP,84
-20:33,NISysABP,152
-20:33,RespRate,20
-20:33,Urine,60
-21:33,HR,68
-21:33,NIDiasABP,54
-21:33,NIMAP,77.33
-21:33,NISysABP,124
-21:33,RespRate,15
-21:33,Urine,50
-22:33,HR,67
-22:33,RespRate,17
-22:33,Urine,16
-23:33,HR,71
-23:33,NIDiasABP,50
-23:33,NIMAP,74.67
-23:33,NISysABP,124
-23:33,RespRate,16
-23:33,Urine,30
-24:33,GCS,15
-24:33,HCT,30.4
-24:33,HR,68
-24:33,NIDiasABP,60
-24:33,NIMAP,80
-24:33,NISysABP,120
-24:33,K,3.8
-24:33,RespRate,21
-24:33,Temp,36.6
-24:33,Urine,30
-25:33,HR,68
-25:33,NIDiasABP,54
-25:33,NIMAP,79.33
-25:33,NISysABP,130
-25:33,RespRate,20
-25:33,Urine,50
-26:33,HR,65
-26:33,NIDiasABP,56
-26:33,NIMAP,80.67
-26:33,NISysABP,130
-26:33,RespRate,13
-26:33,Urine,50
-27:33,HR,65
-27:33,NIDiasABP,58
-27:33,NIMAP,82
-27:33,NISysABP,130
-27:33,RespRate,15
-27:33,Urine,40
-28:33,GCS,15
-28:33,HR,65
-28:33,NIDiasABP,58
-28:33,NIMAP,81.33
-28:33,NISysABP,128
-28:33,RespRate,17
-28:33,Temp,37.1
-28:33,Urine,30
-29:33,HR,70
-29:33,NIDiasABP,56
-29:33,NIMAP,80.67
-29:33,NISysABP,130
-29:33,RespRate,14
-29:33,Urine,60
-30:33,HR,79
-30:33,RespRate,27
-30:33,Urine,60
-31:03,Albumin,3.3
-31:03,BUN,25
-31:03,Creatinine,1
-31:03,Glucose,92
-31:03,HCO3,20
-31:03,HCT,32.4
-31:03,Mg,1.6
-31:03,Platelets,97
-31:03,K,4.1
-31:03,Na,139
-31:03,WBC,4.8
-32:33,GCS,15
-32:33,HR,75
-32:33,NIDiasABP,39
-32:33,NIMAP,78.33
-32:33,NISysABP,157
-32:33,RespRate,22
-32:33,Temp,36.6
-32:33,Urine,60
-33:33,HR,72
-33:33,NIDiasABP,39
-33:33,NIMAP,69.67
-33:33,NISysABP,131
-33:33,RespRate,17
-34:33,HR,72
-34:33,NIDiasABP,40
-34:33,NIMAP,75.33
-34:33,NISysABP,146
-34:33,RespRate,20
-34:33,Urine,220
-35:33,HR,68
-35:33,NIDiasABP,30
-35:33,NIMAP,59.33
-35:33,NISysABP,118
-35:33,RespRate,16
-36:33,GCS,15
-36:33,HR,68
-36:33,NIDiasABP,32
-36:33,NIMAP,61.33
-36:33,NISysABP,120
-36:33,RespRate,15
-36:33,Temp,36.2
-36:33,Urine,90
-37:33,HR,69
-37:33,NIDiasABP,26
-37:33,NIMAP,52.33
-37:33,NISysABP,105
-37:33,RespRate,17
-38:33,HR,68
-38:33,NIDiasABP,39
-38:33,NIMAP,63.33
-38:33,NISysABP,112
-38:33,RespRate,18
-38:33,Urine,50
-39:33,HR,73
-39:33,NIDiasABP,42
-39:33,NIMAP,70.33
-39:33,NISysABP,127
-39:33,RespRate,20
-39:33,Urine,40
-40:33,GCS,15
-40:33,HCT,30.9
-40:33,HR,68
-40:33,NIDiasABP,38
-40:33,NIMAP,67.67
-40:33,NISysABP,127
-40:33,RespRate,15
-40:33,Temp,36.7
-40:33,Urine,50
-41:33,HR,73
-41:33,NIDiasABP,42
-41:33,NIMAP,70.67
-41:33,NISysABP,128
-41:33,RespRate,21
-42:33,HR,73
-42:33,NIDiasABP,45
-42:33,NIMAP,74.33
-42:33,NISysABP,133
-42:33,RespRate,18
-42:33,Urine,65
-43:33,HR,71
-43:33,NIDiasABP,34
-43:33,NIMAP,67.33
-43:33,NISysABP,134
-43:33,RespRate,21
-44:33,GCS,15
-44:33,HR,70
-44:33,NIDiasABP,33
-44:33,NIMAP,68.67
-44:33,NISysABP,140
-44:33,RespRate,20
-44:33,Urine,120
-45:33,HR,69
-45:33,NIDiasABP,37
-45:33,NIMAP,71.67
-45:33,NISysABP,141
-45:33,RespRate,23
-45:33,Urine,30
-46:33,HR,73
-46:33,NIDiasABP,30
-46:33,NIMAP,61.67
-46:33,NISysABP,125
-46:33,RespRate,21
-46:33,Urine,40
-47:33,HR,68
-47:33,NIDiasABP,42
-47:33,NIMAP,73
-47:33,NISysABP,135
-47:33,RespRate,16
-47:33,Urine,80
diff --git a/data/set-a/132547.txt b/data/set-a/132547.txt
deleted file mode 100644
index 0aee0082e916c2d5b0734de86009b09b5ebd1801..0000000000000000000000000000000000000000
--- a/data/set-a/132547.txt
+++ /dev/null
@@ -1,349 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132547
-00:00,Age,64
-00:00,Gender,1
-00:00,Height,180.3
-00:00,ICUType,1
-00:00,Weight,114
-03:38,ALT,45
-03:38,AST,47
-03:38,BUN,15
-03:38,Cholesterol,212
-03:38,Creatinine,1.4
-03:38,Glucose,264
-03:38,HCO3,19
-03:38,Mg,1.7
-03:38,K,5.1
-03:38,Na,141
-03:38,TroponinI,1.3
-04:53,FiO2,0.5
-04:53,GCS,7
-04:53,HR,78
-04:53,MechVent,1
-04:53,NIDiasABP,89
-04:53,NIMAP,102.3
-04:53,NISysABP,129
-04:53,Urine,1200
-05:53,HR,71
-05:53,NIDiasABP,52
-05:53,NIMAP,61.67
-05:53,NISysABP,81
-05:53,Urine,140
-06:23,DiasABP,79
-06:23,HR,84
-06:23,MAP,101
-06:23,SysABP,150
-06:23,Temp,35.8
-06:36,pH,7.29
-06:36,PaCO2,45
-06:36,PaO2,78
-06:38,DiasABP,78
-06:38,HR,85
-06:38,MAP,102
-06:38,SysABP,152
-06:53,DiasABP,68
-06:53,HR,75
-06:53,MAP,84
-06:53,MechVent,1
-06:53,SysABP,121
-06:53,Urine,400
-07:23,HCT,41.6
-07:23,Mg,1.7
-07:23,Platelets,276
-07:23,K,4.8
-07:23,WBC,24
-07:53,DiasABP,75
-07:53,GCS,8
-07:53,HR,73
-07:53,MAP,90
-07:53,SysABP,120
-07:53,Urine,400
-08:53,DiasABP,64
-08:53,HR,80
-08:53,MAP,76
-08:53,SysABP,99
-09:53,DiasABP,65
-09:53,FiO2,0.5
-09:53,HR,74
-09:53,MAP,76
-09:53,MechVent,1
-09:53,SysABP,96
-09:53,Urine,200
-10:46,pH,7.38
-10:46,PaCO2,35
-10:46,PaO2,82
-10:46,SaO2,96
-10:53,DiasABP,63
-10:53,HR,79
-10:53,MAP,73
-10:53,SysABP,92
-10:53,SaO2,96
-10:53,Urine,60
-11:53,DiasABP,62
-11:53,GCS,8
-11:53,HR,78
-11:53,MAP,72
-11:53,SysABP,92
-11:53,Urine,50
-13:53,DiasABP,61
-13:53,FiO2,0.5
-13:53,GCS,9
-13:53,HR,82
-13:53,MAP,68
-13:53,MechVent,1
-13:53,SysABP,82
-13:53,Temp,37.7
-13:53,Urine,60
-14:53,DiasABP,70
-14:53,HR,86
-14:53,MAP,81
-14:53,SysABP,101
-15:13,pH,7.4
-15:13,PaCO2,35
-15:13,PaO2,101
-15:13,SaO2,97
-15:23,DiasABP,61
-15:23,HR,81
-15:23,MAP,69
-15:23,SysABP,82
-15:38,DiasABP,55
-15:38,HR,77
-15:38,MAP,62
-15:38,SysABP,73
-15:53,DiasABP,56
-15:53,HR,81
-15:53,MAP,64
-15:53,SysABP,77
-15:53,Urine,40
-16:26,BUN,19
-16:26,Creatinine,0.9
-16:26,Glucose,197
-16:26,HCO3,19
-16:26,K,3.8
-16:26,Na,137
-16:53,DiasABP,65
-16:53,HR,79
-16:53,MAP,76
-16:53,SysABP,95
-17:53,DiasABP,68
-17:53,FiO2,0.5
-17:53,HR,83
-17:53,MAP,80
-17:53,MechVent,1
-17:53,SysABP,100
-17:53,Urine,120
-18:53,DiasABP,70
-18:53,GCS,9
-18:53,HR,86
-18:53,MAP,83
-18:53,SysABP,104
-19:53,DiasABP,70
-19:53,HR,87
-19:53,MAP,82
-19:53,SysABP,103
-19:53,Temp,37.8
-19:53,Urine,40
-21:53,DiasABP,77
-21:53,GCS,9
-21:53,HR,91
-21:53,MAP,93
-21:53,SysABP,118
-21:53,Urine,140
-22:23,FiO2,0.5
-22:23,MechVent,1
-22:53,DiasABP,70
-22:53,HR,89
-22:53,MAP,83
-22:53,SysABP,104
-23:11,ALP,101
-23:11,ALT,60
-23:11,AST,162
-23:11,Bilirubin,0.4
-23:53,DiasABP,69
-23:53,HR,90
-23:53,MAP,82
-23:53,SysABP,105
-23:56,HCT,36.8
-23:56,Platelets,219
-23:56,WBC,14.4
-24:53,DiasABP,73
-24:53,HR,90
-24:53,MAP,89
-24:53,SysABP,115
-24:53,Urine,200
-25:08,DiasABP,75
-25:08,HR,91
-25:08,MAP,92
-25:08,SysABP,123
-25:53,DiasABP,85
-25:53,FiO2,0.5
-25:53,GCS,9
-25:53,HR,94
-25:53,MAP,99
-25:53,MechVent,1
-25:53,SysABP,141
-25:53,Temp,37.3
-25:53,Urine,100
-26:53,DiasABP,73
-26:53,HR,94
-26:53,MAP,89
-26:53,SysABP,117
-26:53,Urine,80
-27:53,DiasABP,74
-27:53,HR,95
-27:53,MAP,90
-27:53,SysABP,119
-27:53,Urine,45
-28:08,pH,7.44
-28:08,PaCO2,36
-28:08,PaO2,96
-28:53,DiasABP,75
-28:53,HR,94
-28:53,MAP,92
-28:53,SysABP,119
-28:53,Urine,60
-29:06,BUN,17
-29:06,Creatinine,0.9
-29:06,HCO3,20
-29:06,Mg,2.3
-29:06,K,3.4
-29:06,Na,137
-29:53,DiasABP,75
-29:53,GCS,9
-29:53,HR,96
-29:53,MAP,92
-29:53,SysABP,120
-29:53,Temp,38.2
-30:53,DiasABP,76
-30:53,FiO2,0.5
-30:53,HR,94
-30:53,MAP,94
-30:53,MechVent,1
-30:53,SysABP,126
-30:53,Urine,50
-31:53,DiasABP,81
-31:53,HR,96
-31:53,MAP,90
-31:53,SysABP,125
-31:53,Urine,80
-33:53,DiasABP,84
-33:53,FiO2,0.5
-33:53,GCS,10
-33:53,HR,96
-33:53,MAP,103
-33:53,MechVent,1
-33:53,SysABP,133
-33:53,Temp,38.1
-33:53,Urine,80
-34:53,DiasABP,82
-34:53,HR,96
-34:53,MAP,101
-34:53,SysABP,129
-34:53,Urine,35
-35:23,DiasABP,86
-35:23,GCS,11
-35:23,HR,97
-35:23,MAP,106
-35:23,SysABP,140
-35:53,DiasABP,87
-35:53,GCS,9
-35:53,HR,97
-35:53,MAP,107
-35:53,SysABP,138
-35:53,Urine,40
-36:23,pH,7.42
-36:23,PaCO2,32
-36:23,PaO2,179
-36:23,SaO2,98
-36:53,DiasABP,82
-36:53,FiO2,0.4
-36:53,HCT,35
-36:53,HR,92
-36:53,Mg,2.2
-36:53,MAP,99
-36:53,Platelets,175
-36:53,K,3.9
-36:53,SysABP,127
-36:53,WBC,12.7
-37:53,DiasABP,81
-37:53,FiO2,0.4
-37:53,GCS,8
-37:53,HR,94
-37:53,MAP,101
-37:53,MechVent,1
-37:53,SysABP,127
-37:53,Temp,37.8
-37:53,Urine,45
-38:52,pH,7.45
-38:52,PaCO2,32
-38:52,PaO2,118
-38:53,DiasABP,77
-38:53,HR,92
-38:53,MAP,94
-38:53,SysABP,121
-38:53,Urine,60
-39:53,DiasABP,82
-39:53,HR,93
-39:53,MAP,98
-39:53,SysABP,128
-39:53,Urine,55
-40:53,DiasABP,80
-40:53,GCS,8
-40:53,HR,96
-40:53,MAP,97
-40:53,SysABP,124
-40:53,Urine,35
-41:53,DiasABP,80
-41:53,FiO2,0.4
-41:53,HR,94
-41:53,MAP,99
-41:53,MechVent,1
-41:53,SysABP,132
-41:53,Temp,38.2
-41:53,Urine,30
-42:53,DiasABP,73
-42:53,HR,94
-42:53,MAP,89
-42:53,SysABP,122
-43:53,DiasABP,82
-43:53,GCS,8
-43:53,HR,96
-43:53,MAP,101
-43:53,SysABP,133
-43:53,Urine,65
-44:43,pH,7.46
-44:43,DiasABP,78
-44:43,HR,98
-44:43,MAP,96
-44:43,PaCO2,31
-44:43,PaO2,116
-44:43,SysABP,128
-44:43,SaO2,98
-45:41,BUN,16
-45:41,Creatinine,0.7
-45:41,Glucose,153
-45:41,HCO3,21
-45:41,HCT,35.5
-45:41,Mg,2.1
-45:41,Platelets,173
-45:41,K,3.9
-45:41,Na,136
-45:41,WBC,13.3
-45:53,DiasABP,84
-45:53,GCS,8
-45:53,HR,101
-45:53,MAP,105
-45:53,SysABP,140
-45:53,Temp,37.3
-45:53,Urine,120
-46:28,FiO2,0.4
-46:28,MechVent,1
-46:53,DiasABP,77
-46:53,HR,100
-46:53,MAP,95
-46:53,SysABP,122
-47:53,DiasABP,65
-47:53,HR,92
-47:53,MAP,76
-47:53,SysABP,91
-47:53,Urine,60
diff --git a/data/set-a/132548.txt b/data/set-a/132548.txt
deleted file mode 100644
index b6dcbf7aea79be15e20a6f7f3d6a182a7b3bace7..0000000000000000000000000000000000000000
--- a/data/set-a/132548.txt
+++ /dev/null
@@ -1,459 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132548
-00:00,Age,68
-00:00,Gender,0
-00:00,Height,162.6
-00:00,HR,73
-00:00,ICUType,3
-00:00,NIDiasABP,88
-00:00,NIMAP,121
-00:00,NISysABP,187
-00:00,RespRate,14
-00:00,Temp,36.3
-00:00,Weight,87
-00:09,GCS,15
-00:09,NIDiasABP,79
-00:09,NIMAP,112
-00:09,NISysABP,178
-00:09,RespRate,15
-01:09,GCS,15
-01:09,HR,67
-01:09,NIDiasABP,80
-01:09,NIMAP,112.7
-01:09,NISysABP,178
-01:09,RespRate,11
-01:09,Temp,35.8
-01:09,Urine,120
-01:09,Weight,87
-01:24,HR,50
-01:24,NIDiasABP,31
-01:24,NIMAP,46.33
-01:24,NISysABP,77
-01:24,RespRate,11
-01:24,Weight,87
-01:39,HR,63
-01:39,NIDiasABP,73
-01:39,NIMAP,103
-01:39,NISysABP,163
-01:39,RespRate,11
-01:39,Weight,87
-01:54,DiasABP,98
-01:54,HR,64
-01:54,MAP,136
-01:54,NIDiasABP,76
-01:54,NIMAP,108
-01:54,NISysABP,172
-01:54,RespRate,11
-01:54,SysABP,205
-01:54,Weight,87
-02:09,BUN,32
-02:09,Creatinine,3.4
-02:09,DiasABP,100
-02:09,Glucose,94
-02:09,HCO3,25
-02:09,HCT,31.9
-02:09,HR,67
-02:09,MAP,138
-02:09,NIDiasABP,77
-02:09,NIMAP,112
-02:09,NISysABP,182
-02:09,Platelets,325
-02:09,K,3.7
-02:09,Na,140
-02:09,RespRate,12
-02:09,SysABP,206
-02:09,WBC,6.2
-02:09,Weight,87
-02:14,DiasABP,105
-02:14,HR,67
-02:14,MAP,144
-02:14,RespRate,17
-02:14,SysABP,216
-02:14,Weight,87
-02:19,DiasABP,104
-02:19,HR,66
-02:19,MAP,144
-02:19,RespRate,15
-02:19,SysABP,216
-02:19,Weight,87
-02:24,DiasABP,100
-02:24,HR,66
-02:24,MAP,136
-02:24,RespRate,12
-02:24,SysABP,205
-02:24,Weight,87
-02:29,DiasABP,103
-02:29,HR,65
-02:29,MAP,145
-02:29,RespRate,12
-02:29,SysABP,218
-02:29,Weight,87
-02:34,DiasABP,105
-02:34,HR,66
-02:34,MAP,145
-02:34,RespRate,12
-02:34,SysABP,217
-02:34,Weight,87
-02:39,Urine,60
-02:54,DiasABP,98
-02:54,HR,70
-02:54,MAP,136
-02:54,RespRate,12
-02:54,SysABP,207
-02:54,Weight,87
-03:09,DiasABP,90
-03:09,HR,68
-03:09,MAP,128
-03:09,RespRate,13
-03:09,SysABP,201
-03:09,Urine,140
-03:09,Weight,87
-03:24,DiasABP,99
-03:24,HR,69
-03:24,MAP,139
-03:24,RespRate,17
-03:24,SysABP,214
-03:24,Weight,87
-03:39,DiasABP,91
-03:39,HR,71
-03:39,MAP,128
-03:39,RespRate,12
-03:39,SysABP,200
-03:39,Weight,87
-03:54,DiasABP,87
-03:54,HR,73
-03:54,MAP,120
-03:54,RespRate,11
-03:54,SysABP,190
-03:54,Weight,87
-05:09,DiasABP,80
-05:09,GCS,15
-05:09,HR,77
-05:09,MAP,108
-05:09,RespRate,13
-05:09,SysABP,175
-05:09,Temp,36.6
-05:09,Urine,190
-05:09,Weight,87
-06:09,DiasABP,85
-06:09,HR,73
-06:09,MAP,115
-06:09,RespRate,12
-06:09,SysABP,184
-06:09,Urine,50
-06:09,Weight,87
-07:09,BUN,31
-07:09,Creatinine,3.4
-07:09,DiasABP,70
-07:09,Glucose,102
-07:09,HR,77
-07:09,MAP,92
-07:09,K,3.4
-07:09,RespRate,11
-07:09,SysABP,148
-07:09,TroponinI,0.7
-07:09,Urine,40
-07:09,Weight,87
-08:09,DiasABP,84
-08:09,HR,79
-08:09,MAP,115
-08:09,RespRate,12
-08:09,SysABP,184
-08:09,Urine,80
-08:09,Weight,87
-08:39,DiasABP,71
-08:39,HR,74
-08:39,MAP,93
-08:39,RespRate,12
-08:39,SysABP,145
-08:39,Weight,87
-09:09,DiasABP,68
-09:09,GCS,15
-09:09,HR,75
-09:09,MAP,88
-09:09,RespRate,23
-09:09,SysABP,134
-09:09,Temp,36.8
-09:09,Urine,110
-09:09,Weight,87
-10:09,DiasABP,78
-10:09,HR,74
-10:09,MAP,111
-10:09,RespRate,12
-10:09,SysABP,177
-10:09,Urine,130
-10:09,Weight,87
-10:39,DiasABP,76
-10:39,HR,76
-10:39,MAP,108
-10:39,RespRate,21
-10:39,SysABP,175
-10:39,Weight,87
-11:09,DiasABP,69
-11:09,HR,77
-11:09,MAP,96
-11:09,RespRate,24
-11:09,SysABP,156
-11:09,Urine,80
-11:09,Weight,87
-11:39,DiasABP,58
-11:39,HR,68
-11:39,MAP,78
-11:39,RespRate,12
-11:39,SysABP,127
-11:39,Weight,87
-12:09,DiasABP,63
-12:09,HR,70
-12:09,MAP,88
-12:09,RespRate,11
-12:09,SysABP,143
-12:09,Urine,60
-12:09,Weight,87
-13:09,DiasABP,73
-13:09,GCS,15
-13:09,HR,79
-13:09,MAP,102
-13:09,RespRate,14
-13:09,SysABP,163
-13:09,Temp,37.1
-13:09,Urine,40
-13:09,Weight,87
-13:16,BUN,31
-13:16,Creatinine,3.5
-13:16,Glucose,109
-13:16,HCO3,23
-13:16,HCT,32.9
-13:16,Platelets,337
-13:16,K,3.6
-13:16,Na,139
-13:16,TroponinI,0.8
-13:16,WBC,6.7
-14:09,DiasABP,76
-14:09,HR,88
-14:09,MAP,174
-14:09,RespRate,20
-14:09,SysABP,162
-14:09,Urine,40
-14:09,Weight,87
-14:39,DiasABP,65
-14:39,HR,80
-14:39,MAP,82
-14:39,RespRate,12
-14:39,SysABP,126
-14:39,Weight,87
-15:09,DiasABP,57
-15:09,HR,76
-15:09,MAP,72
-15:09,RespRate,13
-15:09,SysABP,108
-15:09,Urine,30
-15:09,Weight,87
-16:09,DiasABP,56
-16:09,HR,75
-16:09,MAP,73
-16:09,RespRate,12
-16:09,SysABP,110
-16:09,Weight,87
-17:09,DiasABP,62
-17:09,GCS,15
-17:09,HR,71
-17:09,MAP,81
-17:09,RespRate,12
-17:09,SysABP,121
-17:09,Temp,37.1
-17:09,Urine,40
-17:09,Weight,87
-18:09,DiasABP,61
-18:09,HR,66
-18:09,MAP,79
-18:09,RespRate,12
-18:09,SysABP,119
-18:09,Urine,25
-18:09,Weight,87
-19:09,DiasABP,65
-19:09,HR,69
-19:09,MAP,91
-19:09,RespRate,24
-19:09,SysABP,147
-19:09,Urine,18
-19:09,Weight,87
-19:54,DiasABP,77
-19:54,HR,65
-19:54,MAP,109
-19:54,RespRate,13
-19:54,SysABP,169
-19:54,Weight,87
-20:09,DiasABP,85
-20:09,HR,64
-20:09,MAP,118
-20:09,RespRate,13
-20:09,SysABP,181
-20:09,Urine,50
-20:09,Weight,87
-21:09,DiasABP,88
-21:09,GCS,15
-21:09,HR,70
-21:09,MAP,116
-21:09,RespRate,20
-21:09,SysABP,165
-21:09,Temp,36.4
-21:09,Urine,45
-21:09,Weight,87
-22:09,DiasABP,74
-22:09,HR,57
-22:09,MAP,96
-22:09,RespRate,12
-22:09,SysABP,148
-22:09,Urine,18
-22:09,Weight,87
-23:09,DiasABP,77
-23:09,HR,59
-23:09,MAP,99
-23:09,RespRate,20
-23:09,SysABP,152
-23:09,Weight,87
-24:09,DiasABP,74
-24:09,HR,56
-24:09,MAP,96
-24:09,RespRate,12
-24:09,SysABP,150
-24:09,Urine,25
-24:09,Weight,87
-25:09,DiasABP,81
-25:09,GCS,15
-25:09,HR,63
-25:09,MAP,113
-25:09,RespRate,12
-25:09,SysABP,173
-25:09,Temp,36.7
-25:09,Urine,15
-25:09,Weight,87
-26:09,DiasABP,87
-26:09,HR,68
-26:09,MAP,122
-26:09,RespRate,13
-26:09,SysABP,188
-26:09,Weight,87
-27:09,DiasABP,90
-27:09,HR,72
-27:09,MAP,125
-27:09,RespRate,17
-27:09,SysABP,190
-27:09,Urine,100
-27:09,Weight,87
-29:09,DiasABP,86
-29:09,GCS,15
-29:09,HR,68
-29:09,MAP,120
-29:09,RespRate,15
-29:09,SysABP,185
-29:09,Temp,36.8
-29:09,Urine,60
-29:09,Weight,87
-30:09,DiasABP,87
-30:09,HR,67
-30:09,MAP,121
-30:09,RespRate,15
-30:09,SysABP,186
-30:09,Urine,30
-30:09,Weight,87
-31:09,DiasABP,75
-31:09,HR,69
-31:09,MAP,105
-31:09,RespRate,14
-31:09,SysABP,163
-31:09,Urine,40
-31:09,Weight,87
-32:09,DiasABP,69
-32:09,HR,66
-32:09,MAP,94
-32:09,RespRate,11
-32:09,SysABP,146
-32:09,Urine,30
-32:09,Weight,87
-33:09,DiasABP,69
-33:09,GCS,15
-33:09,HR,66
-33:09,MAP,94
-33:09,RespRate,13
-33:09,SysABP,144
-33:09,Temp,36.7
-33:09,Urine,20
-33:09,Weight,87
-34:09,DiasABP,66
-34:09,HR,64
-34:09,MAP,90
-34:09,RespRate,12
-34:09,SysABP,141
-34:09,Weight,87
-35:09,DiasABP,67
-35:09,HR,63
-35:09,MAP,91
-35:09,RespRate,13
-35:09,SysABP,142
-35:09,Urine,25
-35:09,Weight,87
-36:09,DiasABP,71
-36:09,HR,66
-36:09,MAP,98
-36:09,RespRate,11
-36:09,SysABP,152
-36:09,Weight,87
-37:09,DiasABP,70
-37:09,GCS,15
-37:09,HR,65
-37:09,MAP,98
-37:09,RespRate,11
-37:09,SysABP,154
-37:09,Temp,36.8
-37:09,Urine,70
-37:09,Weight,87
-38:01,BUN,36
-38:01,Creatinine,4.1
-38:01,Glucose,115
-38:01,HCO3,26
-38:01,HCT,30
-38:01,Mg,1.9
-38:01,Platelets,327
-38:01,K,4.4
-38:01,Na,138
-38:01,WBC,6.2
-38:09,DiasABP,60
-38:09,HR,61
-38:09,MAP,81
-38:09,RespRate,12
-38:09,SysABP,128
-38:09,Weight,87
-39:09,DiasABP,68
-39:09,HR,59
-39:09,MAP,93
-39:09,RespRate,12
-39:09,SysABP,146
-39:09,Urine,80
-39:09,Weight,87
-42:09,DiasABP,95
-42:09,GCS,15
-42:09,HR,70
-42:09,MAP,129
-42:09,RespRate,24
-42:09,SysABP,188
-42:09,Temp,36.7
-42:09,Urine,100
-42:09,Weight,87
-43:09,DiasABP,75
-43:09,HR,61
-43:09,MAP,100
-43:09,RespRate,10
-43:09,SysABP,153
-43:09,Weight,87
-44:09,DiasABP,78
-44:09,HR,64
-44:09,RespRate,15
-44:09,SysABP,148
-44:09,Urine,60
-44:09,Weight,87
-47:09,HR,60
-47:09,RespRate,14
-47:09,Temp,36.4
-47:09,Urine,120
-47:09,Weight,87
diff --git a/data/set-a/132551.txt b/data/set-a/132551.txt
deleted file mode 100644
index ac7b8900849cdb5f427f81daebe47780060c7e6f..0000000000000000000000000000000000000000
--- a/data/set-a/132551.txt
+++ /dev/null
@@ -1,674 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132551
-00:00,Age,78
-00:00,DiasABP,50
-00:00,Gender,0
-00:00,Height,162.6
-00:00,HR,111
-00:00,ICUType,3
-00:00,MAP,83
-00:00,SysABP,103
-00:00,Temp,38
-00:00,Weight,48.4
-00:05,DiasABP,42
-00:05,HR,109
-00:05,MAP,62
-00:05,SysABP,98
-00:10,DiasABP,46
-00:10,GCS,15
-00:10,HR,109
-00:10,MAP,66
-00:10,SysABP,106
-00:38,pH,7.4
-00:38,Lactate,1.4
-00:38,PaCO2,30
-00:38,PaO2,128
-00:40,DiasABP,44
-00:40,HR,104
-00:40,MAP,66
-00:40,SysABP,104
-00:40,Weight,48.4
-00:50,Albumin,1.9
-00:50,ALP,47
-00:50,ALT,46
-00:50,AST,82
-00:50,Bilirubin,0.3
-00:50,BUN,81
-00:50,Creatinine,0.9
-00:50,Glucose,132
-00:50,HCO3,18
-00:50,HCT,32.6
-00:50,Mg,2.2
-00:50,Platelets,91
-00:50,K,4.2
-00:50,Na,141
-00:50,TroponinI,3.5
-00:50,WBC,16.1
-01:10,DiasABP,47
-01:10,HR,97
-01:10,MAP,72
-01:10,SysABP,110
-01:10,Weight,48.4
-01:40,DiasABP,52
-01:40,HR,91
-01:40,MAP,78
-01:40,SysABP,119
-01:40,Urine,120
-01:40,Weight,48.4
-02:40,Urine,70
-05:10,HR,87
-05:10,NIDiasABP,51
-05:10,NIMAP,67.33
-05:10,NISysABP,100
-05:10,Weight,48.4
-05:40,DiasABP,54
-05:40,GCS,15
-05:40,HR,77
-05:40,MAP,67
-05:40,NIDiasABP,53
-05:40,NIMAP,68.67
-05:40,NISysABP,100
-05:40,SysABP,104
-05:40,Urine,130
-05:40,Weight,48.4
-05:50,pH,7.29
-05:50,PaCO2,34
-05:50,PaO2,104
-06:40,BUN,67
-06:40,Creatinine,0.6
-06:40,DiasABP,51
-06:40,Glucose,139
-06:40,HCO3,14
-06:40,HCT,34.1
-06:40,HR,87
-06:40,Mg,4.1
-06:40,MAP,82
-06:40,NIDiasABP,34
-06:40,NIMAP,60.67
-06:40,NISysABP,114
-06:40,Platelets,96
-06:40,K,3.9
-06:40,Na,141
-06:40,SysABP,141
-06:40,Temp,35.6
-06:40,TroponinI,3.1
-06:40,Urine,60
-06:40,WBC,20.4
-06:40,Weight,48.4
-06:51,pH,7.25
-06:51,Lactate,1.3
-06:51,PaCO2,34
-06:51,PaO2,116
-06:51,SaO2,97
-07:40,DiasABP,45
-07:40,HR,80
-07:40,MAP,74
-07:40,NIDiasABP,29
-07:40,NIMAP,53.67
-07:40,NISysABP,103
-07:40,SysABP,132
-07:40,Weight,48.4
-08:40,DiasABP,44
-08:40,HR,81
-08:40,MAP,72
-08:40,NIDiasABP,19
-08:40,NIMAP,56.33
-08:40,NISysABP,131
-08:40,SysABP,132
-08:40,Urine,70
-08:40,Weight,48.4
-09:40,DiasABP,45
-09:40,HR,76
-09:40,MAP,72
-09:40,SysABP,129
-09:40,Urine,40
-09:40,Weight,48.4
-10:40,DiasABP,44
-10:40,GCS,15
-10:40,HR,76
-10:40,MAP,69
-10:40,NIDiasABP,21
-10:40,NIMAP,49
-10:40,NISysABP,105
-10:40,SysABP,124
-10:40,Temp,37.7
-10:40,Urine,40
-10:40,Weight,48.4
-10:59,pH,7.27
-10:59,Lactate,1.2
-10:59,PaCO2,32
-10:59,PaO2,105
-11:40,DiasABP,43
-11:40,HR,76
-11:40,MAP,71
-11:40,NIDiasABP,31
-11:40,NIMAP,57
-11:40,NISysABP,109
-11:40,SysABP,131
-11:40,Urine,40
-11:40,Weight,48.4
-12:10,DiasABP,44
-12:10,HR,76
-12:10,MAP,72
-12:10,SysABP,135
-12:10,Weight,48.4
-12:40,DiasABP,44
-12:40,GCS,15
-12:40,HR,75
-12:40,MAP,74
-12:40,SysABP,141
-12:40,Urine,35
-12:40,Weight,48.4
-13:40,DiasABP,42
-13:40,HR,75
-13:40,MAP,73
-13:40,NIDiasABP,27
-13:40,NIMAP,56.33
-13:40,NISysABP,115
-13:40,SysABP,142
-13:40,Urine,80
-13:40,Weight,48.4
-14:40,DiasABP,47
-14:40,GCS,15
-14:40,HR,74
-14:40,MAP,81
-14:40,NIDiasABP,31
-14:40,NIMAP,62.67
-14:40,NISysABP,126
-14:40,SysABP,156
-14:40,Temp,37.1
-14:40,Urine,40
-14:40,Weight,48.4
-14:54,pH,7.26
-14:54,Lactate,1.7
-14:54,PaCO2,32
-14:54,PaO2,101
-15:40,DiasABP,50
-15:40,HR,79
-15:40,MAP,82
-15:40,NIDiasABP,28
-15:40,NIMAP,58.33
-15:40,NISysABP,119
-15:40,SysABP,158
-15:40,Urine,60
-15:40,Weight,48.4
-16:40,DiasABP,53
-16:40,GCS,15
-16:40,HR,77
-16:40,MAP,89
-16:40,NIDiasABP,29
-16:40,NIMAP,64.33
-16:40,NISysABP,135
-16:40,SysABP,172
-16:40,Urine,42
-16:40,Weight,48.4
-17:53,pH,7.11
-17:53,PaCO2,42
-17:53,PaO2,88
-17:53,SaO2,94
-18:10,DiasABP,38
-18:10,FiO2,1
-18:10,HR,63
-18:10,MAP,57
-18:10,MechVent,1
-18:10,NIDiasABP,23
-18:10,NIMAP,40.67
-18:10,NISysABP,76
-18:10,SysABP,105
-18:10,Temp,37.7
-18:10,Weight,48.4
-18:20,DiasABP,51
-18:20,HR,62
-18:20,MAP,69
-18:20,NIDiasABP,33
-18:20,NIMAP,48.67
-18:20,NISysABP,80
-18:20,SysABP,138
-18:20,Weight,48.4
-18:30,DiasABP,39
-18:30,HR,64
-18:30,MAP,66
-18:30,NIDiasABP,22
-18:30,NIMAP,50.67
-18:30,NISysABP,108
-18:30,SysABP,134
-18:30,Weight,48.4
-18:34,pH,7.13
-18:34,Lactate,2
-18:34,PaCO2,38
-18:34,PaO2,334
-18:40,DiasABP,40
-18:40,GCS,8
-18:40,HR,65
-18:40,MAP,69
-18:40,NIDiasABP,17
-18:40,NIMAP,46
-18:40,NISysABP,104
-18:40,SysABP,143
-18:40,Urine,50
-18:40,Weight,48.4
-18:50,DiasABP,32
-18:50,FiO2,0.6
-18:50,HR,66
-18:50,MAP,53
-18:50,MechVent,1
-18:50,NIDiasABP,16
-18:50,NIMAP,40
-18:50,NISysABP,88
-18:50,SysABP,100
-18:50,Weight,48.4
-19:40,DiasABP,40
-19:40,HR,63
-19:40,MAP,65
-19:40,NIDiasABP,22
-19:40,NIMAP,48.33
-19:40,NISysABP,101
-19:40,SysABP,126
-19:40,Urine,14
-19:40,Weight,48.4
-20:10,DiasABP,38
-20:10,HR,67
-20:10,MAP,62
-20:10,NIDiasABP,25
-20:10,NIMAP,47.33
-20:10,NISysABP,92
-20:10,SysABP,120
-20:10,Weight,48.4
-20:11,pH,7.21
-20:11,PaCO2,32
-20:11,PaO2,160
-20:40,DiasABP,39
-20:40,HR,66
-20:40,MAP,63
-20:40,NIDiasABP,23
-20:40,NIMAP,50.33
-20:40,NISysABP,105
-20:40,SysABP,122
-20:40,Urine,26
-20:40,Weight,48.4
-21:20,FiO2,0.5
-21:20,MechVent,1
-21:30,DiasABP,41
-21:30,HR,64
-21:30,MAP,67
-21:30,NIDiasABP,23
-21:30,NIMAP,49.33
-21:30,NISysABP,102
-21:30,SysABP,129
-21:30,Urine,20
-21:30,Weight,48.4
-21:40,DiasABP,42
-21:40,HR,65
-21:40,MAP,68
-21:40,SysABP,131
-21:40,Weight,48.4
-21:54,BUN,59
-21:54,Creatinine,0.7
-21:54,Glucose,123
-21:54,HCO3,11
-21:54,K,4.7
-21:54,Na,141
-21:55,pH,7.24
-21:55,Lactate,1.4
-21:55,PaCO2,28
-21:55,PaO2,173
-22:40,DiasABP,39
-22:40,GCS,8
-22:40,HR,69
-22:40,MAP,69
-22:40,NIDiasABP,25
-22:40,NIMAP,51.33
-22:40,NISysABP,104
-22:40,SysABP,137
-22:40,Temp,36.7
-22:40,Urine,12
-22:40,Weight,48.4
-23:40,DiasABP,43
-23:40,FiO2,0.5
-23:40,HR,69
-23:40,MAP,75
-23:40,MechVent,1
-23:40,NIDiasABP,34
-23:40,NIMAP,72
-23:40,NISysABP,148
-23:40,SysABP,151
-23:40,Urine,24
-23:40,Weight,48.4
-24:40,DiasABP,39
-24:40,HR,71
-24:40,MAP,63
-24:40,NIDiasABP,26
-24:40,NIMAP,49.33
-24:40,NISysABP,96
-24:40,SysABP,123
-24:40,Urine,23
-24:40,Weight,48.4
-25:40,DiasABP,40
-25:40,HR,75
-25:40,MAP,67
-25:40,NIDiasABP,31
-25:40,NIMAP,55.67
-25:40,NISysABP,105
-25:40,SysABP,134
-25:40,Temp,36.6
-25:40,Urine,23
-25:40,Weight,48.4
-26:10,BUN,58
-26:10,Creatinine,0.6
-26:10,Glucose,121
-26:10,HCO3,13
-26:10,K,4.6
-26:10,Na,138
-26:40,pH,7.22
-26:40,DiasABP,41
-26:40,GCS,9
-26:40,HR,73
-26:40,Lactate,2.3
-26:40,MAP,68
-26:40,NIDiasABP,27
-26:40,NIMAP,52
-26:40,NISysABP,102
-26:40,PaCO2,31
-26:40,PaO2,128
-26:40,SysABP,135
-26:40,Urine,30
-26:40,Weight,48.4
-27:40,DiasABP,40
-27:40,FiO2,0.5
-27:40,HR,71
-27:40,MAP,66
-27:40,MechVent,1
-27:40,NIDiasABP,28
-27:40,NIMAP,51.33
-27:40,NISysABP,98
-27:40,SysABP,129
-27:40,Urine,44
-27:40,Weight,48.4
-28:40,FiO2,0.5
-28:40,HR,76
-28:40,MechVent,1
-28:40,NIDiasABP,56
-28:40,NIMAP,92.67
-28:40,NISysABP,166
-28:40,Urine,45
-28:40,Weight,48.4
-29:40,DiasABP,42
-29:40,HR,71
-29:40,MAP,66
-29:40,SysABP,127
-29:40,Temp,36.4
-29:40,Urine,45
-29:40,Weight,48.4
-30:40,HR,65
-30:40,NIDiasABP,54
-30:40,NIMAP,70
-30:40,NISysABP,102
-30:40,Urine,25
-30:40,Weight,48.4
-30:55,DiasABP,31
-30:55,HR,66
-30:55,MAP,46
-30:55,NIDiasABP,46
-30:55,NIMAP,63.33
-30:55,NISysABP,98
-30:55,SysABP,82
-30:55,Weight,48.4
-31:10,HR,64
-31:10,NIDiasABP,42
-31:10,NIMAP,60.67
-31:10,NISysABP,98
-31:10,Weight,48.4
-31:25,HR,65
-31:25,NIDiasABP,52
-31:25,NIMAP,68
-31:25,NISysABP,100
-31:25,Weight,48.4
-31:40,BUN,58
-31:40,Creatinine,0.6
-31:40,DiasABP,44
-31:40,FiO2,0.5
-31:40,Glucose,116
-31:40,HCO3,12
-31:40,HCT,33
-31:40,HR,68
-31:40,Mg,1.6
-31:40,MAP,72
-31:40,MechVent,1
-31:40,NIDiasABP,46
-31:40,NIMAP,63.33
-31:40,NISysABP,98
-31:40,Platelets,102
-31:40,K,4.5
-31:40,Na,137
-31:40,SysABP,118
-31:40,Urine,25
-31:40,WBC,23.5
-31:40,Weight,48.4
-31:55,DiasABP,35
-31:55,HR,68
-31:55,MAP,58
-31:55,NIDiasABP,48
-31:55,NIMAP,65.33
-31:55,NISysABP,100
-31:55,SysABP,119
-31:55,Weight,48.4
-32:09,pH,7.33
-32:09,Lactate,1.8
-32:09,PaCO2,25
-32:09,PaO2,131
-32:10,HR,70
-32:10,NIDiasABP,42
-32:10,NIMAP,60
-32:10,NISysABP,96
-32:10,Weight,48.4
-32:25,HR,71
-32:25,NIDiasABP,44
-32:25,NIMAP,62
-32:25,NISysABP,98
-32:25,Temp,37.2
-32:25,Weight,48.4
-32:40,HR,71
-32:40,NIDiasABP,20
-32:40,NIMAP,43.33
-32:40,NISysABP,90
-32:40,Temp,37.2
-32:40,Urine,30
-32:40,Weight,48.4
-33:10,HR,72
-33:10,NIDiasABP,24
-33:10,NIMAP,49.67
-33:10,NISysABP,101
-33:10,Temp,37.3
-33:10,Weight,48.4
-33:40,HR,79
-33:40,Temp,37.4
-33:40,Weight,48.4
-34:40,FiO2,0.5
-34:40,GCS,10
-34:40,HR,76
-34:40,MechVent,1
-34:40,NIDiasABP,14
-34:40,NIMAP,37.33
-34:40,NISysABP,84
-34:40,Temp,37
-34:40,Urine,45
-34:40,Weight,48.4
-34:45,HR,77
-34:45,NIDiasABP,19
-34:45,NIMAP,44
-34:45,NISysABP,94
-34:45,Temp,37
-34:45,Weight,48.4
-35:40,HR,68
-35:40,NIDiasABP,24
-35:40,NIMAP,45
-35:40,NISysABP,87
-35:40,Temp,37.1
-35:40,Urine,23
-35:40,Weight,48.4
-36:40,DiasABP,28
-36:40,HR,64
-36:40,MAP,51
-36:40,NIDiasABP,20
-36:40,NIMAP,43.67
-36:40,NISysABP,91
-36:40,SysABP,109
-36:40,Temp,37
-36:40,Weight,48.4
-37:10,DiasABP,32
-37:10,HR,67
-37:10,MAP,55
-37:10,NIDiasABP,22
-37:10,NIMAP,47.33
-37:10,NISysABP,98
-37:10,SysABP,113
-37:10,Temp,36.9
-37:10,Weight,48.4
-37:21,pH,7.34
-37:21,PaCO2,25
-37:21,PaO2,105
-37:21,SaO2,98
-37:40,DiasABP,33
-37:40,HR,61
-37:40,MAP,58
-37:40,NIDiasABP,19
-37:40,NIMAP,49.67
-37:40,NISysABP,111
-37:40,SysABP,121
-37:40,Temp,36.6
-37:40,Urine,60
-37:40,Weight,48.4
-38:18,MechVent,1
-38:40,DiasABP,35
-38:40,GCS,10
-38:40,HR,62
-38:40,MAP,60
-38:40,SysABP,127
-38:40,Temp,37
-38:40,Weight,48.4
-39:27,FiO2,0.5
-39:27,MechVent,1
-39:40,DiasABP,34
-39:40,HR,63
-39:40,MAP,61
-39:40,SysABP,132
-39:40,Temp,37
-39:40,Urine,58
-39:40,Weight,48.4
-39:41,pH,7.34
-39:41,PaCO2,26
-39:41,PaO2,103
-40:40,DiasABP,32
-40:40,HR,61
-40:40,MAP,55
-40:40,SysABP,119
-40:40,Temp,37.1
-40:40,Urine,24
-40:40,Weight,48.4
-40:55,DiasABP,28
-40:55,HR,61
-40:55,MAP,47
-40:55,SysABP,97
-40:55,Temp,37.1
-40:55,Weight,48.4
-41:00,DiasABP,33
-41:00,HR,55
-41:00,MAP,59
-41:00,SysABP,135
-41:00,Temp,37.1
-41:00,Weight,48.4
-41:05,DiasABP,33
-41:05,HR,56
-41:05,MAP,58
-41:05,SysABP,129
-41:05,Temp,37.1
-41:05,Weight,48.4
-41:10,DiasABP,31
-41:10,HR,59
-41:10,MAP,56
-41:10,SysABP,127
-41:10,Temp,37.1
-41:10,Weight,48.4
-41:15,DiasABP,31
-41:15,HR,59
-41:15,MAP,57
-41:15,SysABP,128
-41:15,Temp,37.1
-41:15,Weight,48.4
-41:20,DiasABP,32
-41:20,HR,59
-41:20,MAP,59
-41:20,SysABP,132
-41:20,Temp,37.1
-41:20,Weight,48.4
-41:25,DiasABP,32
-41:25,HR,59
-41:25,MAP,60
-41:25,SysABP,136
-41:25,Temp,37.1
-41:25,Weight,48.4
-41:30,DiasABP,30
-41:30,HR,60
-41:30,MAP,54
-41:30,SysABP,125
-41:30,Temp,37.1
-41:30,Weight,48.4
-41:40,DiasABP,27
-41:40,HR,62
-41:40,MAP,45
-41:40,SysABP,98
-41:40,Temp,37
-41:40,Weight,48.4
-42:40,DiasABP,29
-42:40,FiO2,0.4
-42:40,GCS,10
-42:40,HR,58
-42:40,MAP,50
-42:40,MechVent,1
-42:40,SysABP,112
-42:40,Temp,37
-42:40,Urine,42
-42:40,Weight,48.4
-42:53,pH,7.35
-42:53,PaCO2,25
-42:53,PaO2,86
-42:53,SaO2,97
-43:10,DiasABP,33
-43:10,HR,58
-43:10,MAP,61
-43:10,SysABP,137
-43:10,Temp,36.9
-43:10,Weight,48.4
-43:40,DiasABP,36
-43:40,HR,57
-43:40,MAP,60
-43:40,SysABP,129
-43:40,Temp,36.8
-43:40,Urine,34
-43:40,Weight,48.4
-44:40,DiasABP,37
-44:40,HR,65
-44:40,MAP,66
-44:40,SysABP,141
-44:40,Temp,36.8
-44:40,Urine,32
-44:40,Weight,48.4
-46:40,DiasABP,34
-46:40,FiO2,0.4
-46:40,GCS,9
-46:40,HR,58
-46:40,MAP,59
-46:40,MechVent,1
-46:40,SysABP,120
-46:40,Temp,36.7
-46:40,Urine,40
-46:40,Weight,48.4
-47:16,pH,7.37
-47:16,PaCO2,24
-47:16,PaO2,94
-47:16,SaO2,96
-47:40,DiasABP,35
-47:40,HR,58
-47:40,MAP,61
-47:40,SysABP,126
-47:40,Temp,36.6
diff --git a/data/set-a/132554.txt b/data/set-a/132554.txt
deleted file mode 100644
index cb1df2fc29595ee5260a93e98ac418fe80a69bc4..0000000000000000000000000000000000000000
--- a/data/set-a/132554.txt
+++ /dev/null
@@ -1,329 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132554
-00:00,Age,64
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,60.7
-03:57,GCS,15
-03:57,HR,127
-03:57,NIDiasABP,71
-03:57,NIMAP,93.33
-03:57,NISysABP,138
-03:57,RespRate,44
-03:57,Temp,37.3
-03:57,Weight,60.7
-04:27,HR,127
-04:27,NIDiasABP,71
-04:27,NIMAP,92
-04:27,NISysABP,134
-04:27,RespRate,35
-04:27,Weight,60.7
-05:27,GCS,15
-05:27,HR,130
-05:27,NIDiasABP,69
-05:27,NIMAP,90.33
-05:27,NISysABP,133
-05:27,RespRate,26
-05:27,Urine,300
-05:27,Weight,60.7
-06:27,HR,128
-06:27,NIDiasABP,71
-06:27,NIMAP,90
-06:27,NISysABP,128
-06:27,RespRate,35
-06:27,Weight,60.7
-07:27,GCS,15
-07:27,HR,128
-07:27,NIDiasABP,62
-07:27,NIMAP,81.33
-07:27,NISysABP,120
-07:27,RespRate,19
-07:27,Weight,60.7
-08:27,HR,133
-08:27,NIDiasABP,70
-08:27,NIMAP,91.33
-08:27,NISysABP,134
-08:27,RespRate,39
-08:27,Weight,60.7
-08:57,HR,132
-08:57,NIDiasABP,65
-08:57,NIMAP,90.67
-08:57,NISysABP,142
-08:57,RespRate,34
-08:57,Weight,60.7
-09:27,GCS,15
-09:27,HR,134
-09:27,NIDiasABP,65
-09:27,NIMAP,90.67
-09:27,NISysABP,142
-09:27,RespRate,40
-09:27,Temp,37
-09:27,Weight,60.7
-10:27,HR,137
-10:27,NIDiasABP,65
-10:27,NIMAP,82.33
-10:27,NISysABP,117
-10:27,RespRate,28
-10:27,Urine,100
-10:27,Weight,60.7
-11:27,HR,133
-11:27,NIDiasABP,60
-11:27,NIMAP,80
-11:27,NISysABP,120
-11:27,RespRate,40
-11:27,Weight,60.7
-12:27,HR,128
-12:27,NIDiasABP,67
-12:27,NIMAP,88
-12:27,NISysABP,130
-12:27,RespRate,43
-12:27,Weight,60.7
-13:27,GCS,15
-13:27,HR,131
-13:27,NIDiasABP,56
-13:27,NIMAP,74
-13:27,NISysABP,110
-13:27,RespRate,40
-13:27,Temp,37.2
-13:27,Weight,60.7
-14:27,HR,131
-14:27,NIDiasABP,59
-14:27,NIMAP,80.33
-14:27,NISysABP,123
-14:27,RespRate,26
-14:27,Weight,60.7
-14:50,BUN,21
-14:50,Creatinine,0.7
-14:50,Glucose,113
-14:50,HCO3,21
-14:50,HCT,28.3
-14:50,Mg,1.6
-14:50,Platelets,696
-14:50,K,3.9
-14:50,Na,139
-14:50,WBC,15.2
-15:27,HR,130
-15:27,NIDiasABP,71
-15:27,NIMAP,92.33
-15:27,NISysABP,135
-15:27,RespRate,38
-15:27,Weight,60.7
-16:27,HR,122
-16:27,NIDiasABP,68
-16:27,NIMAP,86
-16:27,NISysABP,122
-16:27,RespRate,32
-16:27,Weight,60.7
-17:27,GCS,15
-17:27,HR,121
-17:27,NIDiasABP,66
-17:27,NIMAP,79.33
-17:27,NISysABP,106
-17:27,RespRate,39
-17:27,Temp,36.8
-17:27,Weight,60.7
-18:27,HR,120
-18:27,NIDiasABP,57
-18:27,NIMAP,81.33
-18:27,NISysABP,130
-18:27,RespRate,34
-18:27,Weight,60.7
-19:27,HR,128
-19:27,NIDiasABP,66
-19:27,NIMAP,86.67
-19:27,NISysABP,128
-19:27,RespRate,34
-19:27,Weight,60.7
-20:27,HR,134
-20:27,NIDiasABP,61
-20:27,NIMAP,79
-20:27,NISysABP,115
-20:27,RespRate,40
-20:27,Weight,60.7
-21:27,GCS,15
-21:27,HR,127
-21:27,NIDiasABP,71
-21:27,NIMAP,91.67
-21:27,NISysABP,133
-21:27,RespRate,36
-21:27,Temp,36.9
-21:27,Weight,60.7
-22:27,HR,132
-22:27,NIDiasABP,61
-22:27,NIMAP,78
-22:27,NISysABP,112
-22:27,RespRate,37
-22:27,Urine,300
-22:27,Weight,60.7
-23:27,HR,133
-23:27,NIDiasABP,68
-23:27,NIMAP,84.67
-23:27,NISysABP,118
-23:27,RespRate,40
-23:27,Weight,60.7
-24:27,HR,128
-24:27,NIDiasABP,92
-24:27,NIMAP,104
-24:27,NISysABP,128
-24:27,RespRate,39
-24:27,Weight,60.7
-25:27,GCS,15
-25:27,HR,124
-25:27,NIDiasABP,80
-25:27,NIMAP,100.3
-25:27,NISysABP,141
-25:27,RespRate,39
-25:27,Temp,36.7
-25:27,Weight,60.7
-26:27,HR,124
-26:27,NIDiasABP,71
-26:27,NIMAP,94.67
-26:27,NISysABP,142
-26:27,RespRate,31
-26:27,Weight,60.7
-27:27,HR,121
-27:27,NIDiasABP,70
-27:27,NIMAP,91.33
-27:27,NISysABP,134
-27:27,RespRate,34
-27:27,Weight,60.7
-28:27,HR,126
-28:27,NIDiasABP,61
-28:27,NIMAP,81.33
-28:27,NISysABP,122
-28:27,RespRate,35
-28:27,Weight,60.7
-29:27,GCS,15
-29:27,HR,128
-29:27,NIDiasABP,84
-29:27,NIMAP,99.67
-29:27,NISysABP,131
-29:27,RespRate,33
-29:27,Temp,36.8
-29:27,Urine,300
-29:27,Weight,60.7
-30:27,HR,117
-30:27,NIDiasABP,58
-30:27,NIMAP,79.67
-30:27,NISysABP,123
-30:27,RespRate,28
-30:27,Weight,60.7
-31:27,HR,120
-31:27,NIDiasABP,54
-31:27,NIMAP,78.33
-31:27,NISysABP,127
-31:27,RespRate,36
-31:27,Weight,60.7
-32:27,HR,125
-32:27,NIDiasABP,56
-32:27,NIMAP,71.67
-32:27,NISysABP,103
-32:27,RespRate,36
-32:27,Weight,60.7
-33:27,GCS,15
-33:27,HR,129
-33:27,NIDiasABP,61
-33:27,NIMAP,79.33
-33:27,NISysABP,116
-33:27,RespRate,39
-33:27,Temp,36.7
-33:27,Weight,60.7
-34:16,BUN,23
-34:16,Creatinine,0.7
-34:16,Glucose,112
-34:16,HCO3,25
-34:16,Mg,1.7
-34:16,K,4.5
-34:16,Na,139
-34:27,HR,115
-34:27,NIDiasABP,50
-34:27,NIMAP,64.33
-34:27,NISysABP,93
-34:27,RespRate,28
-34:27,Weight,60.7
-35:27,HR,125
-35:27,NIDiasABP,69
-35:27,NIMAP,93.67
-35:27,NISysABP,143
-35:27,RespRate,36
-35:27,Urine,200
-35:27,Weight,60.7
-36:27,HR,126
-36:27,NIDiasABP,61
-36:27,NIMAP,83.67
-36:27,NISysABP,129
-36:27,RespRate,35
-36:27,Weight,60.7
-37:27,GCS,15
-37:27,HR,125
-37:27,NIDiasABP,69
-37:27,NIMAP,92.67
-37:27,NISysABP,140
-37:27,RespRate,36
-37:27,Temp,36.8
-37:27,Weight,60.7
-38:27,HR,129
-38:27,NIDiasABP,78
-38:27,NIMAP,96.33
-38:27,NISysABP,133
-38:27,RespRate,33
-38:27,Weight,60.7
-39:27,HR,124
-39:27,NIDiasABP,63
-39:27,NIMAP,87.33
-39:27,NISysABP,136
-39:27,RespRate,30
-39:27,Weight,60.7
-40:27,HR,129
-40:27,NIDiasABP,77
-40:27,NIMAP,87
-40:27,NISysABP,107
-40:27,RespRate,40
-40:27,Weight,60.7
-41:27,GCS,15
-41:27,HR,122
-41:27,NIDiasABP,54
-41:27,NIMAP,73.33
-41:27,NISysABP,112
-41:27,RespRate,31
-41:27,Weight,60.7
-42:27,HR,125
-42:27,NIDiasABP,55
-42:27,NIMAP,75.67
-42:27,NISysABP,117
-42:27,RespRate,32
-42:27,Weight,60.7
-43:27,GCS,15
-43:27,HR,133
-43:27,NIDiasABP,53
-43:27,NIMAP,73.67
-43:27,NISysABP,115
-43:27,RespRate,39
-43:27,Temp,36.8
-43:27,Weight,60.7
-44:27,HR,127
-44:27,NIDiasABP,61
-44:27,NIMAP,80.67
-44:27,NISysABP,120
-44:27,RespRate,37
-44:27,Weight,60.7
-45:27,HR,133
-45:27,NIDiasABP,49
-45:27,NIMAP,74
-45:27,NISysABP,124
-45:27,RespRate,38
-45:27,Weight,60.7
-46:27,HR,130
-46:27,NIDiasABP,47
-46:27,NIMAP,69.67
-46:27,NISysABP,115
-46:27,RespRate,31
-46:27,Weight,60.7
-47:27,GCS,15
-47:27,HR,122
-47:27,NIDiasABP,53
-47:27,NIMAP,70.33
-47:27,NISysABP,105
-47:27,RespRate,32
-47:27,Weight,60.7
diff --git a/data/set-a/132555.txt b/data/set-a/132555.txt
deleted file mode 100644
index b57b0d624967d13a289d464db6eda045af2f18a5..0000000000000000000000000000000000000000
--- a/data/set-a/132555.txt
+++ /dev/null
@@ -1,448 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132555
-00:00,Age,74
-00:00,Gender,1
-00:00,Height,175.3
-00:00,ICUType,2
-00:00,Weight,66.1
-00:20,pH,7.39
-00:20,PaCO2,42
-00:20,PaO2,486
-00:57,DiasABP,51
-00:57,FiO2,1
-00:57,HR,67
-00:57,MAP,67
-00:57,MechVent,1
-00:57,SysABP,98
-00:57,Temp,34.8
-00:57,Urine,35
-01:12,DiasABP,61
-01:12,HR,68
-01:12,MAP,82
-01:12,SysABP,123
-01:12,Weight,66.1
-01:16,pH,7.41
-01:16,PaCO2,38
-01:16,PaO2,411
-01:27,DiasABP,63
-01:27,FiO2,0.4
-01:27,HCT,31.5
-01:27,HR,72
-01:27,MAP,85
-01:27,Platelets,141
-01:27,SysABP,128
-01:27,Temp,34.9
-01:27,WBC,9
-01:27,Weight,66.1
-01:38,BUN,19
-01:38,Creatinine,1.1
-01:38,HCO3,23
-01:42,DiasABP,49
-01:42,HR,74
-01:42,MAP,64
-01:42,SysABP,78
-01:42,Weight,66.1
-01:57,DiasABP,55
-01:57,HR,76
-01:57,MAP,76
-01:57,SysABP,119
-01:57,Temp,35.7
-01:57,Urine,130
-01:57,Weight,66.1
-02:12,DiasABP,48
-02:12,HR,77
-02:12,MAP,63
-02:12,SysABP,92
-02:12,Weight,66.1
-02:27,DiasABP,52
-02:27,HR,79
-02:27,MAP,72
-02:27,SysABP,117
-02:27,Temp,36
-02:27,Weight,66.1
-02:42,DiasABP,43
-02:42,HR,79
-02:42,MAP,61
-02:42,SysABP,96
-02:42,Weight,66.1
-02:57,DiasABP,47
-02:57,GCS,10
-02:57,HR,72
-02:57,MAP,68
-02:57,SysABP,111
-02:57,Temp,36.1
-02:57,Urine,210
-02:57,Weight,66.1
-03:27,DiasABP,58
-03:27,HR,81
-03:27,MAP,82
-03:27,MechVent,1
-03:27,SysABP,128
-03:27,Temp,36.1
-03:27,Weight,66.1
-03:32,MechVent,1
-03:57,DiasABP,50
-03:57,HR,71
-03:57,MAP,67
-03:57,MechVent,1
-03:57,SysABP,100
-03:57,Temp,36.3
-03:57,Urine,120
-03:57,Weight,66.1
-04:27,DiasABP,49
-04:27,HR,74
-04:27,MAP,66
-04:27,SysABP,97
-04:27,Weight,66.1
-04:34,pH,7.29
-04:34,PaCO2,44
-04:34,PaO2,163
-04:57,DiasABP,56
-04:57,HR,79
-04:57,MAP,81
-04:57,SysABP,125
-04:57,Temp,36.1
-04:57,Urine,280
-04:57,Urine,90
-04:57,Weight,66.1
-05:18,pH,7.31
-05:18,PaCO2,49
-05:18,PaO2,156
-05:57,DiasABP,57
-05:57,GCS,10
-05:57,HR,83
-05:57,MAP,79
-05:57,SysABP,121
-05:57,Temp,36.6
-05:57,Urine,280
-05:57,Weight,66.1
-06:42,pH,7.32
-06:42,PaCO2,46
-06:42,PaO2,167
-06:47,DiasABP,69
-06:47,HR,89
-06:47,MAP,93
-06:47,SysABP,137
-06:47,Weight,66.1
-06:57,DiasABP,59
-06:57,HR,88
-06:57,MAP,78
-06:57,SysABP,111
-06:57,Temp,36.6
-06:57,Urine,140
-06:57,Weight,66.1
-07:57,DiasABP,62
-07:57,HR,79
-07:57,MAP,79
-07:57,SysABP,115
-07:57,Temp,36.5
-07:57,Urine,100
-07:57,Weight,66.1
-08:07,pH,7.35
-08:07,PaCO2,50
-08:07,PaO2,134
-08:07,SaO2,99
-08:27,DiasABP,66
-08:27,FiO2,0.5
-08:27,GCS,14
-08:27,HR,82
-08:27,MAP,88
-08:27,SysABP,137
-08:27,Weight,66.1
-08:55,HCT,30.1
-08:57,DiasABP,61
-08:57,HR,80
-08:57,MAP,75
-08:57,SysABP,107
-08:57,Temp,36.5
-08:57,Urine,60
-08:57,Urine,0
-08:57,Weight,66.1
-09:53,pH,7.34
-09:53,PaCO2,44
-09:53,PaO2,133
-09:53,SaO2,97
-09:57,DiasABP,61
-09:57,GCS,15
-09:57,HR,82
-09:57,MAP,78
-09:57,SysABP,119
-09:57,Temp,36.5
-09:57,Urine,120
-09:57,Weight,66.1
-10:12,DiasABP,76
-10:12,HR,78
-10:12,MAP,89
-10:12,SysABP,145
-10:12,Weight,66.1
-10:57,DiasABP,60
-10:57,HR,79
-10:57,MAP,76
-10:57,SysABP,113
-10:57,Temp,36.6
-10:57,Urine,60
-10:57,Weight,66.1
-11:57,DiasABP,57
-11:57,HR,85
-11:57,MAP,73
-11:57,SysABP,113
-11:57,Temp,36.7
-11:57,Urine,45
-11:57,Weight,66.1
-12:57,DiasABP,58
-12:57,HR,83
-12:57,MAP,76
-12:57,SysABP,122
-12:57,Temp,37
-12:57,Urine,80
-12:57,Weight,66.1
-13:26,pH,7.34
-13:26,PaCO2,46
-13:26,PaO2,102
-13:26,SaO2,96
-13:57,DiasABP,65
-13:57,GCS,15
-13:57,HR,92
-13:57,MAP,80
-13:57,SysABP,108
-13:57,Temp,37.1
-13:57,Urine,50
-13:57,Weight,66.1
-14:57,DiasABP,55
-14:57,HR,91
-14:57,MAP,69
-14:57,SysABP,102
-14:57,Temp,37.1
-14:57,Urine,50
-14:57,Weight,66.1
-15:57,DiasABP,59
-15:57,HR,91
-15:57,MAP,77
-15:57,SysABP,115
-15:57,Temp,36.8
-15:57,Urine,45
-15:57,Weight,66.1
-16:48,BUN,17
-16:48,Creatinine,1
-16:48,Glucose,106
-16:48,HCO3,25
-16:48,HCT,26.4
-16:48,Mg,1.8
-16:48,Platelets,139
-16:48,K,4.6
-16:48,Na,141
-16:48,WBC,9.7
-16:57,DiasABP,58
-16:57,HR,94
-16:57,MAP,74
-16:57,SysABP,107
-16:57,Temp,37
-16:57,Weight,66.1
-17:57,DiasABP,57
-17:57,HR,96
-17:57,MAP,72
-17:57,SysABP,104
-17:57,Temp,36.9
-17:57,Urine,50
-17:57,Weight,66.1
-18:57,DiasABP,61
-18:57,HR,98
-18:57,MAP,80
-18:57,SysABP,119
-18:57,Temp,37.2
-18:57,Urine,110
-18:57,Weight,66.1
-19:57,DiasABP,59
-19:57,GCS,15
-19:57,HR,90
-19:57,MAP,75
-19:57,SysABP,109
-19:57,Temp,37.1
-19:57,Urine,80
-19:57,Weight,66.1
-20:57,DiasABP,62
-20:57,HR,93
-20:57,MAP,81
-20:57,SysABP,123
-20:57,Temp,37.2
-20:57,Urine,45
-20:57,Weight,66.1
-21:57,DiasABP,59
-21:57,GCS,15
-21:57,HR,90
-21:57,MAP,77
-21:57,SysABP,116
-21:57,Temp,37.2
-21:57,Urine,60
-21:57,Weight,72.1
-22:23,pH,7.37
-22:57,Urine,50
-23:57,Urine,320
-24:57,Urine,300
-25:57,Urine,45
-26:57,DiasABP,47
-26:57,GCS,15
-26:57,HR,76
-26:57,MAP,68
-26:57,SysABP,115
-26:57,Urine,45
-26:57,Weight,72.1
-27:57,DiasABP,50
-27:57,HR,78
-27:57,MAP,72
-27:57,SysABP,127
-27:57,Temp,37.3
-27:57,Urine,80
-27:57,Weight,72.1
-28:24,pH,7.38
-28:57,DiasABP,62
-28:57,HR,86
-28:57,MAP,87
-28:57,SysABP,141
-28:57,Urine,80
-28:57,Weight,72.1
-29:57,DiasABP,61
-29:57,GCS,15
-29:57,HR,87
-29:57,MAP,81
-29:57,SysABP,119
-29:57,Urine,45
-29:57,Weight,72.1
-30:57,DiasABP,58
-30:57,HR,86
-30:57,MAP,81
-30:57,SysABP,127
-30:57,Temp,37.6
-30:57,Urine,35
-30:57,Weight,72.1
-31:57,DiasABP,50
-31:57,HR,88
-31:57,MAP,78
-31:57,SysABP,137
-31:57,Urine,35
-31:57,Weight,72.1
-32:57,DiasABP,48
-32:57,HR,86
-32:57,MAP,72
-32:57,SysABP,127
-32:57,Urine,25
-32:57,Weight,72.1
-33:57,DiasABP,60
-33:57,GCS,15
-33:57,HR,88
-33:57,MAP,92
-33:57,SysABP,161
-33:57,Temp,38.2
-33:57,Weight,72.1
-34:57,DiasABP,62
-34:57,HR,86
-34:57,MAP,91
-34:57,SysABP,156
-34:57,Urine,280
-34:57,Weight,72.1
-35:57,DiasABP,56
-35:57,HR,96
-35:57,MAP,84
-35:57,SysABP,147
-35:57,Urine,320
-35:57,Weight,72.1
-36:57,DiasABP,60
-36:57,HR,95
-36:57,MAP,85
-36:57,SysABP,136
-36:57,Urine,80
-36:57,Weight,72.1
-37:57,DiasABP,56
-37:57,HR,89
-37:57,MAP,80
-37:57,SysABP,127
-37:57,Urine,80
-37:57,Weight,72.1
-38:57,DiasABP,62
-38:57,HR,90
-38:57,MAP,88
-38:57,SysABP,142
-38:57,Urine,80
-38:57,Weight,72.1
-39:57,DiasABP,57
-39:57,HR,90
-39:57,MAP,81
-39:57,SysABP,128
-39:57,Urine,80
-39:57,Weight,72.1
-40:57,DiasABP,61
-40:57,HR,90
-40:57,MAP,87
-40:57,SysABP,136
-40:57,Urine,30
-40:57,Weight,72.1
-41:57,DiasABP,68
-41:57,GCS,15
-41:57,HR,86
-41:57,MAP,96
-41:57,SysABP,153
-41:57,Temp,37.4
-41:57,Urine,30
-41:57,Weight,72.1
-42:12,DiasABP,73
-42:12,HR,91
-42:12,MAP,99
-42:12,SysABP,162
-42:12,Weight,72.1
-42:27,DiasABP,72
-42:27,HR,92
-42:27,MAP,100
-42:27,SysABP,180
-42:27,Weight,72.1
-42:42,DiasABP,59
-42:42,HR,92
-42:42,MAP,83
-42:42,SysABP,139
-42:42,Weight,72.1
-42:57,DiasABP,64
-42:57,HR,94
-42:57,MAP,90
-42:57,SysABP,152
-42:57,Urine,40
-42:57,Weight,72.1
-43:15,BUN,22
-43:15,Creatinine,1.3
-43:15,Glucose,114
-43:15,HCO3,26
-43:15,HCT,28.4
-43:15,Mg,1.8
-43:15,Platelets,157
-43:15,K,4.1
-43:15,Na,139
-43:15,WBC,11.8
-43:57,DiasABP,62
-43:57,HR,96
-43:57,MAP,85
-43:57,SysABP,143
-43:57,Urine,100
-43:57,Weight,69.7
-44:57,DiasABP,60
-44:57,HR,93
-44:57,MAP,85
-44:57,SysABP,150
-44:57,Weight,69.7
-45:57,DiasABP,60
-45:57,GCS,15
-45:57,HR,97
-45:57,MAP,85
-45:57,SysABP,134
-45:57,Temp,37.4
-45:57,Urine,120
-45:57,Weight,69.7
-46:57,HR,99
-46:57,NIDiasABP,57
-46:57,NIMAP,82.67
-46:57,NISysABP,134
-46:57,Urine,360
-46:57,Weight,69.7
-47:57,HR,78
-47:57,NIDiasABP,49
-47:57,NIMAP,68.67
-47:57,NISysABP,108
-47:57,Urine,180
-47:57,Weight,69.7
diff --git a/data/set-a/132556.txt b/data/set-a/132556.txt
deleted file mode 100644
index 8050a9db3792f6cdcc1ff4a66e4fe89a2e9a7f47..0000000000000000000000000000000000000000
--- a/data/set-a/132556.txt
+++ /dev/null
@@ -1,476 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132556
-00:00,Age,64
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,65
-01:03,GCS,15
-01:03,HR,101
-01:03,NIDiasABP,48
-01:03,NIMAP,55
-01:03,NISysABP,82
-01:03,Temp,36.7
-01:48,HR,97
-01:48,NIDiasABP,43
-01:48,NIMAP,50
-01:48,NISysABP,88
-01:48,RespRate,10
-01:48,Urine,200
-01:48,Weight,65
-02:18,NIDiasABP,49
-02:18,NISysABP,86
-02:18,RespRate,16
-02:48,GCS,15
-02:48,HR,84
-02:48,NIDiasABP,45
-02:48,NIMAP,54
-02:48,NISysABP,86
-02:48,RespRate,21
-02:48,Temp,37.1
-02:48,Urine,40
-02:48,Weight,65
-02:59,Albumin,2.7
-02:59,ALP,402
-02:59,ALT,36
-02:59,AST,47
-02:59,Bilirubin,0.1
-02:59,BUN,64
-02:59,Creatinine,1.3
-02:59,Glucose,106
-02:59,HCO3,20
-02:59,HCT,18.1
-02:59,Mg,3.1
-02:59,Platelets,511
-02:59,K,4.8
-02:59,Na,135
-02:59,WBC,21.8
-03:03,HR,87
-03:03,NIDiasABP,48
-03:03,NIMAP,55
-03:03,NISysABP,80
-03:03,RespRate,18
-03:03,Temp,37.2
-03:03,Weight,65
-03:48,HR,89
-03:48,NIDiasABP,46
-03:48,NIMAP,54
-03:48,NISysABP,80
-03:48,RespRate,24
-03:48,Temp,36.5
-03:48,Urine,20
-03:48,Weight,65
-04:03,HR,67
-04:03,NIDiasABP,44
-04:03,NIMAP,53
-04:03,NISysABP,79
-04:03,RespRate,20
-04:03,Weight,65
-04:18,HR,82
-04:18,NIDiasABP,44
-04:18,NIMAP,53
-04:18,NISysABP,79
-04:18,RespRate,24
-04:18,Weight,65
-04:48,HR,57
-04:48,NIDiasABP,45
-04:48,NIMAP,55
-04:48,NISysABP,84
-04:48,RespRate,13
-04:48,Temp,36.7
-04:48,Weight,65
-05:48,HR,90
-05:48,NIDiasABP,45
-05:48,NIMAP,54
-05:48,NISysABP,83
-05:48,RespRate,23
-05:48,Temp,37
-05:48,Urine,100
-05:48,Weight,65
-06:03,HR,87
-06:03,NIDiasABP,47
-06:03,NIMAP,56
-06:03,NISysABP,84
-06:03,RespRate,26
-06:03,Temp,37
-06:03,Weight,65
-06:18,GCS,15
-06:18,HR,87
-06:18,NIDiasABP,50
-06:18,NIMAP,57
-06:18,NISysABP,81
-06:18,RespRate,22
-06:18,Temp,36.3
-06:18,Urine,11
-06:18,Weight,65
-06:48,HR,93
-06:48,NIDiasABP,48
-06:48,NIMAP,56
-06:48,NISysABP,82
-06:48,RespRate,27
-06:48,Urine,23
-06:48,Weight,65
-07:03,HR,91
-07:03,NIDiasABP,48
-07:03,NIMAP,57
-07:03,NISysABP,87
-07:03,RespRate,26
-07:03,Temp,36.3
-07:03,Weight,65
-07:48,HR,88
-07:48,NIDiasABP,50
-07:48,NIMAP,60
-07:48,NISysABP,92
-07:48,RespRate,24
-07:48,Temp,36.4
-07:48,Weight,65
-08:48,HR,102
-08:48,NIDiasABP,52
-08:48,NIMAP,63
-08:48,NISysABP,100
-08:48,RespRate,29
-08:48,Temp,36.9
-08:48,Urine,60
-08:48,Weight,65
-09:18,HR,105
-09:18,NIDiasABP,50
-09:18,NIMAP,59
-09:18,NISysABP,91
-09:18,RespRate,27
-09:18,Weight,65
-09:48,HR,106
-09:48,NIDiasABP,46
-09:48,NIMAP,55
-09:48,NISysABP,85
-09:48,RespRate,31
-09:48,Urine,30
-09:48,Weight,65
-10:48,GCS,15
-10:48,HR,121
-10:48,NIDiasABP,45
-10:48,NIMAP,54
-10:48,NISysABP,81
-10:48,RespRate,25
-10:48,Temp,37.2
-10:48,Urine,40
-10:48,Weight,65
-11:48,HR,106
-11:48,NIDiasABP,48
-11:48,NIMAP,55
-11:48,NISysABP,79
-11:48,RespRate,24
-11:48,Weight,65
-11:53,HR,106
-11:53,NIDiasABP,49
-11:53,NIMAP,58
-11:53,NISysABP,88
-11:53,RespRate,27
-11:53,Weight,65
-11:57,BUN,56
-11:57,Creatinine,1.2
-11:57,Glucose,155
-11:57,HCO3,17
-11:57,HCT,28.4
-11:57,Mg,2.8
-11:57,Platelets,418
-11:57,K,4
-11:57,Na,136
-11:57,WBC,35.5
-12:12,Lactate,5.7
-12:18,HR,121
-12:18,NIDiasABP,50
-12:18,NIMAP,59
-12:18,NISysABP,86
-12:18,RespRate,26
-12:18,Temp,37.6
-12:18,Urine,17
-12:18,Weight,65
-12:48,HR,123
-12:48,NIDiasABP,53
-12:48,NIMAP,60
-12:48,NISysABP,87
-12:48,RespRate,26
-12:48,Weight,65
-13:48,HR,103
-13:48,NIDiasABP,49
-13:48,NIMAP,58
-13:48,NISysABP,86
-13:48,RespRate,24
-13:48,Weight,65
-14:48,GCS,15
-14:48,HR,107
-14:48,NIDiasABP,44
-14:48,NIMAP,52
-14:48,NISysABP,77
-14:48,RespRate,28
-14:48,Urine,100
-14:48,Weight,65
-15:18,HR,107
-15:18,NIDiasABP,58
-15:18,NIMAP,65
-15:18,NISysABP,89
-15:18,RespRate,31
-15:18,Weight,65
-15:48,HR,101
-15:48,NIDiasABP,32
-15:48,NIMAP,44
-15:48,NISysABP,83
-15:48,RespRate,22
-15:48,Temp,36.9
-15:48,Weight,65
-16:18,HR,97
-16:18,NIDiasABP,46
-16:18,NIMAP,54
-16:18,NISysABP,82
-16:18,RespRate,20
-16:18,Weight,65
-16:48,HR,102
-16:48,NIDiasABP,51
-16:48,NIMAP,59
-16:48,NISysABP,84
-16:48,RespRate,20
-16:48,Urine,90
-16:48,Weight,65
-17:48,HR,96
-17:48,NIDiasABP,48
-17:48,NIMAP,58
-17:48,NISysABP,87
-17:48,RespRate,29
-17:48,Weight,65
-18:48,GCS,15
-18:48,HR,103
-18:48,NIDiasABP,40
-18:48,NIMAP,51
-18:48,NISysABP,84
-18:48,RespRate,28
-18:48,Temp,36.1
-18:48,Urine,55
-18:48,Weight,65
-19:48,HR,97
-19:48,NIDiasABP,60
-19:48,NIMAP,68
-19:48,NISysABP,91
-19:48,RespRate,27
-19:48,Weight,65
-20:20,HCT,24.9
-20:20,Lactate,5.1
-20:20,Platelets,371
-20:20,WBC,23.8
-20:48,HR,96
-20:48,NIDiasABP,50
-20:48,NIMAP,61
-20:48,NISysABP,95
-20:48,RespRate,25
-20:48,Urine,50
-20:48,Weight,65
-21:48,HR,99
-21:48,NIDiasABP,48
-21:48,NIMAP,61
-21:48,NISysABP,100
-21:48,RespRate,24
-21:48,Temp,36.1
-21:48,Weight,65
-22:18,HR,96
-22:18,NIDiasABP,50
-22:18,NIMAP,61
-22:18,NISysABP,94
-22:18,RespRate,22
-22:18,Temp,37.2
-22:18,Weight,65
-22:48,GCS,15
-22:48,HR,98
-22:48,NIDiasABP,46
-22:48,NIMAP,56
-22:48,NISysABP,84
-22:48,RespRate,23
-22:48,Urine,60
-23:48,HR,97
-23:48,NIDiasABP,51
-23:48,NIMAP,58
-23:48,NISysABP,82
-23:48,RespRate,17
-23:48,Temp,36.5
-23:48,Urine,90
-23:48,Weight,65
-24:48,HR,96
-24:48,NIDiasABP,46
-24:48,NIMAP,56
-24:48,NISysABP,90
-24:48,RespRate,28
-24:48,Weight,65
-25:48,HR,97
-25:48,NIDiasABP,47
-25:48,NIMAP,56
-25:48,NISysABP,86
-25:48,RespRate,23
-25:48,Urine,65
-25:48,Weight,65
-26:48,GCS,15
-26:48,HR,123
-26:48,NIDiasABP,44
-26:48,NIMAP,54
-26:48,NISysABP,91
-26:48,RespRate,15
-26:48,Temp,37.1
-26:48,Weight,65
-27:48,HR,98
-27:48,NIDiasABP,52
-27:48,NIMAP,60
-27:48,NISysABP,87
-27:48,RespRate,22
-27:48,Urine,55
-27:48,Weight,65
-28:11,BUN,55
-28:11,Creatinine,1.2
-28:11,Glucose,81
-28:11,HCO3,18
-28:11,HCT,28.7
-28:11,Mg,2.8
-28:11,Platelets,385
-28:11,K,3.8
-28:11,Na,136
-28:11,WBC,21.7
-29:50,Lactate,5.9
-30:48,GCS,15
-30:48,HR,160
-30:48,NIDiasABP,40
-30:48,NIMAP,52
-30:48,NISysABP,89
-30:48,RespRate,33
-30:48,Temp,36.4
-30:48,Urine,100
-30:48,Weight,65
-31:03,HR,156
-31:03,NIDiasABP,42
-31:03,NIMAP,54
-31:03,NISysABP,91
-31:03,RespRate,23
-31:03,Weight,65
-31:18,HR,159
-31:18,NIDiasABP,42
-31:18,NIMAP,50
-31:18,NISysABP,74
-31:18,RespRate,23
-31:18,Weight,65
-31:48,HR,161
-31:48,NIDiasABP,51
-31:48,NIMAP,60
-31:48,NISysABP,93
-31:48,RespRate,22
-31:48,Urine,24
-31:48,Weight,65
-32:18,HR,160
-32:18,NIDiasABP,58
-32:18,NIMAP,61
-32:18,NISysABP,85
-32:18,RespRate,24
-32:33,HR,134
-32:33,NIDiasABP,53
-32:33,NIMAP,58
-32:33,NISysABP,87
-32:33,RespRate,23
-32:33,Weight,65
-32:38,HR,92
-32:38,RespRate,21
-32:38,Weight,65
-32:48,HR,99
-32:48,NIDiasABP,46
-32:48,NIMAP,55
-32:48,NISysABP,87
-32:48,RespRate,25
-32:48,Urine,40
-33:18,HR,104
-33:18,NIDiasABP,53
-33:18,NIMAP,61
-33:18,NISysABP,86
-33:18,RespRate,30
-33:18,Weight,65
-33:48,HR,102
-33:48,NIDiasABP,52
-33:48,NIMAP,61
-33:48,NISysABP,90
-33:48,RespRate,16
-33:48,Urine,18
-33:48,Weight,65
-34:48,GCS,15
-34:48,HR,94
-34:48,NIDiasABP,49
-34:48,NIMAP,59
-34:48,NISysABP,92
-34:48,RespRate,25
-34:48,Temp,36.2
-34:48,Urine,40
-34:48,Weight,65
-35:48,HR,98
-35:48,NIDiasABP,54
-35:48,NIMAP,64
-35:48,NISysABP,93
-35:48,RespRate,16
-35:48,Urine,40
-36:48,HR,156
-36:48,NIDiasABP,51
-36:48,NIMAP,61
-36:48,NISysABP,94
-36:48,RespRate,23
-36:48,Urine,20
-37:48,HR,135
-37:48,RespRate,12
-37:48,Urine,30
-38:48,HR,156
-38:48,RespRate,24
-38:48,Weight,65
-39:48,GCS,15
-39:48,HR,155
-39:48,NIDiasABP,46
-39:48,NIMAP,76
-39:48,NISysABP,84
-39:48,RespRate,16
-39:48,Temp,36.8
-39:48,Urine,60
-40:48,HR,154
-40:48,RespRate,14
-40:48,Urine,30
-41:48,HR,154
-41:48,NIDiasABP,52
-41:48,NIMAP,60
-41:48,NISysABP,85
-41:48,RespRate,10
-41:48,Urine,24
-41:48,Weight,65
-42:48,GCS,15
-42:48,HR,153
-42:48,NIDiasABP,55
-42:48,NIMAP,62
-42:48,NISysABP,85
-42:48,RespRate,24
-42:48,Temp,36.7
-42:48,Urine,30
-43:48,HR,154
-43:48,NIDiasABP,47
-43:48,NIMAP,54
-43:48,NISysABP,77
-43:48,RespRate,25
-43:48,Urine,30
-44:48,HR,160
-44:48,NIDiasABP,53
-44:48,NIMAP,60
-44:48,NISysABP,83
-44:48,RespRate,13
-44:48,Urine,30
-45:48,HR,92
-45:48,RespRate,20
-45:48,Urine,30
-46:48,GCS,15
-46:48,HR,94
-46:48,NIDiasABP,46
-46:48,NIMAP,54
-46:48,NISysABP,85
-46:48,RespRate,22
-46:48,Temp,36.1
-46:48,Urine,30
-47:48,HR,91
-47:48,NIDiasABP,45
-47:48,NIMAP,54
-47:48,NISysABP,87
-47:48,RespRate,17
-47:48,Urine,30
diff --git a/data/set-a/132567.txt b/data/set-a/132567.txt
deleted file mode 100644
index 22dd6e769c7b30aaadea705b2adce16a8e927938..0000000000000000000000000000000000000000
--- a/data/set-a/132567.txt
+++ /dev/null
@@ -1,488 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132567
-00:00,Age,71
-00:00,Gender,0
-00:00,Height,157.5
-00:00,ICUType,2
-00:00,Weight,56
-00:01,pH,7.44
-00:01,PaCO2,35
-00:01,PaO2,245
-00:35,DiasABP,60
-00:35,FiO2,1
-00:35,HR,84
-00:35,MAP,82
-00:35,MechVent,1
-00:35,SysABP,115
-00:35,Temp,35.5
-00:50,DiasABP,56
-00:50,HR,84
-00:50,MAP,76
-00:50,SysABP,108
-00:50,Temp,35.7
-01:05,DiasABP,60
-01:05,HR,84
-01:05,MAP,81
-01:05,NIDiasABP,45
-01:05,NIMAP,67.67
-01:05,NISysABP,113
-01:05,SysABP,112
-01:05,Temp,35.7
-01:05,Urine,450
-01:05,Urine,2340
-01:10,DiasABP,58
-01:10,HR,90
-01:10,MAP,78
-01:10,SysABP,111
-01:10,Temp,35.9
-01:16,pH,7.46
-01:16,PaCO2,34
-01:16,PaO2,181
-01:16,SaO2,98
-01:20,DiasABP,61
-01:20,HR,90
-01:20,MAP,82
-01:20,SysABP,114
-01:20,Temp,35.9
-01:35,DiasABP,58
-01:35,HR,91
-01:35,MAP,77
-01:35,SysABP,104
-01:35,Temp,36.1
-01:35,Urine,220
-01:50,DiasABP,56
-01:50,HR,93
-01:50,MAP,71
-01:50,SysABP,96
-01:50,Temp,36.2
-02:05,DiasABP,67
-02:05,HR,94
-02:05,MAP,92
-02:05,SysABP,128
-02:05,Temp,35.9
-02:05,Urine,130
-02:20,DiasABP,64
-02:20,HR,94
-02:20,MAP,85
-02:20,SysABP,117
-02:20,Temp,36
-02:35,DiasABP,61
-02:35,HR,93
-02:35,MAP,80
-02:35,SysABP,110
-02:35,Temp,36.2
-02:42,pH,7.4
-02:42,PaCO2,36
-02:42,PaO2,321
-02:42,SaO2,98
-02:50,DiasABP,54
-02:50,FiO2,0.4
-02:50,HR,92
-02:50,MAP,68
-02:50,SysABP,90
-02:50,Temp,36.2
-03:05,DiasABP,50
-03:05,GCS,10
-03:05,HR,84
-03:05,MAP,63
-03:05,NIDiasABP,57
-03:05,NIMAP,73
-03:05,NISysABP,105
-03:05,SysABP,86
-03:05,Temp,35.9
-03:05,Urine,190
-03:20,DiasABP,54
-03:20,HR,82
-03:20,MAP,74
-03:20,NIDiasABP,50
-03:20,NIMAP,69
-03:20,NISysABP,107
-03:20,SysABP,107
-03:20,Temp,36.4
-03:35,DiasABP,52
-03:35,HR,82
-03:35,MAP,71
-03:35,NIDiasABP,47
-03:35,NIMAP,68
-03:35,NISysABP,110
-03:35,SysABP,102
-03:35,Temp,36.6
-03:50,DiasABP,55
-03:50,HR,84
-03:50,MAP,75
-03:50,SysABP,107
-03:50,Temp,36.7
-04:05,DiasABP,61
-04:05,GCS,11
-04:05,HR,86
-04:05,MAP,84
-04:05,MechVent,1
-04:05,SysABP,117
-04:05,Temp,36.9
-04:05,Urine,185
-04:35,DiasABP,56
-04:35,HR,95
-04:35,MAP,77
-04:35,SysABP,111
-04:35,Temp,37.2
-05:05,DiasABP,50
-05:05,HR,95
-05:05,MAP,68
-05:05,MechVent,1
-05:05,SysABP,99
-05:05,Temp,37.6
-05:05,Urine,60
-05:06,pH,7.31
-05:06,PaCO2,43
-05:06,PaO2,104
-05:06,SaO2,97
-05:35,DiasABP,53
-05:35,GCS,15
-05:35,HR,101
-05:35,MAP,73
-05:35,SysABP,110
-05:35,Temp,37.8
-05:45,DiasABP,40
-05:45,HR,97
-05:45,MAP,58
-05:45,SysABP,92
-05:45,Temp,37.4
-06:05,DiasABP,56
-06:05,HR,100
-06:05,MAP,82
-06:05,SysABP,124
-06:05,Temp,37.6
-06:05,Urine,100
-07:05,DiasABP,54
-07:05,HR,105
-07:05,MAP,74
-07:05,SysABP,111
-07:05,Temp,37.8
-07:05,Urine,45
-08:05,DiasABP,53
-08:05,GCS,15
-08:05,HR,107
-08:05,MAP,77
-08:05,SysABP,118
-08:05,Temp,37.7
-08:05,Urine,200
-09:05,DiasABP,52
-09:05,HR,108
-09:05,MAP,73
-09:05,SysABP,113
-09:05,Temp,38
-09:05,Urine,85
-10:05,DiasABP,46
-10:05,HR,109
-10:05,MAP,63
-10:05,SysABP,100
-10:05,Temp,38
-10:05,Urine,35
-11:05,pH,7.41
-11:05,DiasABP,60
-11:05,HR,112
-11:05,MAP,85
-11:05,SysABP,130
-11:05,Temp,38.1
-11:05,Urine,30
-12:05,DiasABP,52
-12:05,GCS,15
-12:05,HR,104
-12:05,MAP,72
-12:05,SysABP,108
-12:05,Temp,37.8
-12:05,Urine,45
-13:05,DiasABP,50
-13:05,HR,107
-13:05,MAP,61
-13:05,NIDiasABP,38
-13:05,NIMAP,55
-13:05,NISysABP,89
-13:05,SysABP,90
-13:05,Temp,37.8
-13:05,Urine,35
-13:20,DiasABP,47
-13:20,HR,108
-13:20,MAP,59
-13:20,NIDiasABP,34
-13:20,NIMAP,50.67
-13:20,NISysABP,84
-13:20,SysABP,85
-13:20,Temp,37.7
-13:35,DiasABP,49
-13:35,HR,108
-13:35,MAP,61
-13:35,SysABP,87
-13:35,Temp,37.6
-13:50,DiasABP,47
-13:50,HR,108
-13:50,MAP,59
-13:50,SysABP,82
-13:50,Temp,37.7
-14:05,DiasABP,60
-14:05,HR,102
-14:05,MAP,81
-14:05,NIDiasABP,46
-14:05,NIMAP,65
-14:05,NISysABP,103
-14:05,SysABP,115
-14:05,Temp,37.7
-14:05,Urine,22
-15:05,DiasABP,52
-15:05,HR,100
-15:05,MAP,70
-15:05,SysABP,98
-15:05,Temp,37.6
-15:05,Urine,20
-16:05,DiasABP,59
-16:05,HR,106
-16:05,MAP,79
-16:05,SysABP,111
-16:05,Temp,37.7
-16:05,Urine,23
-16:07,BUN,9
-16:07,Creatinine,0.5
-16:07,Glucose,132
-16:07,HCO3,25
-16:07,HCT,34.1
-16:07,Platelets,120
-16:07,K,4.3
-16:07,Na,140
-16:07,WBC,13.7
-17:05,DiasABP,52
-17:05,HR,91
-17:05,MAP,70
-17:05,SysABP,101
-17:05,Temp,37.8
-17:05,Urine,20
-18:05,DiasABP,55
-18:05,HR,100
-18:05,MAP,77
-18:05,SysABP,113
-18:05,Temp,37.6
-18:05,Urine,10
-19:05,DiasABP,61
-19:05,HR,100
-19:05,MAP,87
-19:05,SysABP,135
-19:05,Temp,37.5
-19:05,Urine,10
-20:05,DiasABP,52
-20:05,GCS,15
-20:05,HR,96
-20:05,MAP,71
-20:05,SysABP,106
-20:05,Temp,37.5
-20:05,Urine,14
-21:05,DiasABP,50
-21:05,HR,88
-21:05,MAP,69
-21:05,SysABP,110
-21:05,Temp,37.5
-21:05,Urine,15
-21:05,Weight,55.8
-22:05,DiasABP,48
-22:05,HR,87
-22:05,MAP,66
-22:05,SysABP,106
-22:05,Temp,37.6
-22:05,Urine,20
-22:05,Weight,55.8
-23:05,DiasABP,58
-23:05,HR,96
-23:05,MAP,81
-23:05,SysABP,129
-23:05,Temp,37.7
-23:05,Urine,30
-23:05,Weight,55.8
-24:05,DiasABP,40
-24:05,GCS,15
-24:05,HR,90
-24:05,MAP,58
-24:05,SysABP,94
-24:05,Temp,37.8
-24:05,Urine,20
-24:05,Weight,55.8
-25:05,DiasABP,48
-25:05,HR,91
-25:05,MAP,64
-25:05,NIDiasABP,32
-25:05,NIMAP,52
-25:05,NISysABP,92
-25:05,SysABP,98
-25:05,Temp,37.7
-25:05,Urine,20
-25:05,Weight,55.8
-26:05,DiasABP,49
-26:05,HR,92
-26:05,MAP,68
-26:05,NIDiasABP,39
-26:05,NIMAP,56.67
-26:05,NISysABP,92
-26:05,SysABP,112
-26:05,Temp,37.9
-26:05,Urine,35
-26:05,Weight,55.8
-27:05,DiasABP,52
-27:05,HR,96
-27:05,MAP,75
-27:05,NIDiasABP,40
-27:05,NIMAP,64.67
-27:05,NISysABP,114
-27:05,SysABP,117
-27:05,Temp,38
-27:05,Urine,17
-27:05,Weight,55.8
-28:05,DiasABP,65
-28:05,GCS,15
-28:05,HR,100
-28:05,MAP,75
-28:05,NIDiasABP,39
-28:05,NIMAP,64.67
-28:05,NISysABP,116
-28:05,SysABP,88
-28:05,Temp,38.2
-28:05,Urine,35
-28:05,Weight,55.8
-29:05,DiasABP,60
-29:05,HR,92
-29:05,MAP,82
-29:05,NIDiasABP,47
-29:05,NIMAP,65.67
-29:05,NISysABP,103
-29:05,SysABP,126
-29:05,Temp,38.3
-29:05,Urine,40
-29:05,Weight,55.8
-30:05,DiasABP,53
-30:05,HR,89
-30:05,MAP,71
-30:05,NIDiasABP,48
-30:05,NIMAP,69
-30:05,NISysABP,111
-30:05,SysABP,107
-30:05,Temp,38.1
-30:05,Urine,20
-30:05,Weight,55.8
-30:20,pH,7.41
-30:20,PaCO2,38
-30:20,PaO2,102
-30:20,SaO2,98
-31:05,HR,93
-31:05,NIDiasABP,45
-31:05,NIMAP,67.67
-31:05,NISysABP,113
-31:05,Urine,25
-31:05,Weight,55.8
-31:35,NIDiasABP,53
-31:35,NIMAP,74.33
-31:35,NISysABP,117
-32:05,GCS,15
-32:05,HR,96
-32:05,NIDiasABP,49
-32:05,NIMAP,70.67
-32:05,NISysABP,114
-32:05,Urine,200
-32:05,Weight,55.8
-33:05,HR,90
-33:05,NIDiasABP,34
-33:05,NIMAP,56
-33:05,NISysABP,100
-33:05,Urine,70
-33:05,Weight,55.8
-34:05,HR,90
-34:05,NIDiasABP,34
-34:05,NIMAP,55.33
-34:05,NISysABP,98
-34:05,Urine,35
-34:05,Weight,55.8
-35:05,HR,95
-35:05,NIDiasABP,36
-35:05,NIMAP,56.67
-35:05,NISysABP,98
-35:05,Urine,30
-35:05,Weight,55.8
-36:05,GCS,15
-36:05,HR,96
-36:05,NIDiasABP,40
-36:05,NIMAP,60.33
-36:05,NISysABP,101
-36:05,Temp,37.8
-36:05,Urine,25
-36:05,Weight,55.8
-37:05,HR,97
-37:05,NIDiasABP,49
-37:05,NIMAP,78
-37:05,NISysABP,136
-37:05,Urine,40
-37:05,Weight,55.8
-38:05,HR,96
-38:05,NIDiasABP,47
-38:05,NIMAP,72.33
-38:05,NISysABP,123
-38:05,Urine,35
-38:05,Weight,55.8
-39:05,HR,97
-39:05,NIDiasABP,47
-39:05,NIMAP,73
-39:05,NISysABP,125
-39:05,Urine,30
-39:05,Weight,55.8
-40:05,HR,97
-40:05,NIDiasABP,36
-40:05,NIMAP,61
-40:05,NISysABP,111
-40:05,Urine,25
-40:05,Weight,55.8
-40:50,BUN,9
-40:50,Creatinine,0.6
-40:50,Glucose,138
-40:50,HCO3,27
-40:50,HCT,27.4
-40:50,Mg,1.5
-40:50,Platelets,43
-40:50,K,4.1
-40:50,Na,135
-40:50,WBC,9
-41:05,GCS,15
-41:05,HR,98
-41:05,NIDiasABP,39
-41:05,NIMAP,61.67
-41:05,NISysABP,107
-41:05,Temp,37.6
-41:05,Urine,30
-41:05,Weight,55.8
-42:05,HR,100
-42:05,NIDiasABP,42
-42:05,NIMAP,65
-42:05,NISysABP,111
-42:05,Urine,27
-42:05,Weight,55.8
-43:05,HR,95
-43:05,Urine,60
-43:05,Weight,55.8
-44:05,HR,90
-44:05,NIDiasABP,50
-44:05,NIMAP,68
-44:05,NISysABP,104
-44:05,Urine,45
-44:05,Weight,55.8
-45:05,HR,88
-45:05,NIDiasABP,47
-45:05,NIMAP,67.33
-45:05,NISysABP,108
-45:05,Temp,37.3
-45:05,Weight,55.8
-46:05,HR,90
-46:05,NIDiasABP,45
-46:05,NIMAP,63
-46:05,NISysABP,99
-46:05,Urine,100
-46:05,Weight,55.8
-47:05,HR,95
-47:05,Weight,55.8
-47:10,HR,95
-47:10,NIDiasABP,48
-47:10,NIMAP,68.67
-47:10,NISysABP,110
-47:10,Weight,55.8
diff --git a/data/set-a/132568.txt b/data/set-a/132568.txt
deleted file mode 100644
index 2888cafaa484c3e6ce8b3f0f2daaa64596c2dc04..0000000000000000000000000000000000000000
--- a/data/set-a/132568.txt
+++ /dev/null
@@ -1,299 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132568
-00:00,Age,66
-00:00,Gender,0
-00:00,Height,157.5
-00:00,ICUType,3
-00:00,Weight,84.5
-00:06,HR,88
-00:06,NIDiasABP,62
-00:06,NIMAP,76
-00:06,NISysABP,122
-00:06,Weight,84.5
-00:21,FiO2,0.7
-00:21,HR,88
-00:21,NIDiasABP,60
-00:21,NIMAP,72
-00:21,NISysABP,114
-00:21,Weight,84.5
-00:36,FiO2,0.7
-00:36,HR,86
-00:36,NIDiasABP,53
-00:36,NIMAP,67
-00:36,NISysABP,110
-00:36,Urine,220
-00:36,Weight,84.5
-01:06,FiO2,0.7
-01:06,HR,85
-01:06,NIDiasABP,54
-01:06,NIMAP,68
-01:06,NISysABP,109
-01:06,Urine,45
-01:06,Weight,84.5
-02:06,FiO2,0.7
-02:06,GCS,15
-02:06,HR,86
-02:06,NIDiasABP,53
-02:06,NIMAP,69
-02:06,NISysABP,111
-02:06,Temp,36.1
-02:06,Urine,45
-02:06,Weight,84.5
-03:06,FiO2,0.7
-03:06,HR,85
-03:06,NIDiasABP,57
-03:06,NIMAP,70
-03:06,NISysABP,117
-03:06,Urine,45
-03:06,Weight,84.5
-03:19,BUN,18
-03:19,Creatinine,1.4
-03:19,Glucose,105
-03:19,HCO3,25
-03:19,HCT,28.1
-03:19,Mg,2.2
-03:19,Platelets,307
-03:19,K,4.1
-03:19,Na,135
-03:19,WBC,14.8
-04:06,FiO2,0.7
-04:06,HR,85
-04:06,NIDiasABP,53
-04:06,NIMAP,65
-04:06,NISysABP,109
-04:06,Urine,50
-04:06,Weight,84.5
-04:21,FiO2,0.7
-05:06,FiO2,0.7
-05:06,HR,83
-05:06,NIDiasABP,51
-05:06,NIMAP,68
-05:06,NISysABP,116
-05:06,Urine,35
-05:06,Weight,84.5
-06:06,FiO2,0.7
-06:06,GCS,15
-06:06,HR,84
-06:06,NIDiasABP,54
-06:06,NIMAP,65
-06:06,NISysABP,103
-06:06,Temp,35.8
-06:06,Urine,50
-06:06,Weight,84.5
-07:06,HR,77
-07:06,NIDiasABP,49
-07:06,NIMAP,63
-07:06,NISysABP,110
-07:06,Weight,84.5
-08:06,HR,80
-08:06,NIDiasABP,57
-08:06,NIMAP,71
-08:06,NISysABP,110
-08:06,Urine,140
-08:06,Weight,84.5
-10:06,FiO2,0.7
-10:06,HR,90
-10:06,NIDiasABP,62
-10:06,NIMAP,72
-10:06,NISysABP,112
-10:06,Temp,35.8
-10:06,Weight,84.5
-11:06,GCS,15
-11:06,Urine,300
-12:06,HR,87
-12:06,NIDiasABP,79
-12:06,NIMAP,72
-12:06,NISysABP,117
-12:06,Urine,80
-12:06,Weight,84.5
-14:06,GCS,15
-14:06,HR,87
-14:06,NIDiasABP,55
-14:06,NIMAP,71
-14:06,NISysABP,119
-14:06,Temp,35.4
-14:06,Urine,130
-14:06,Weight,84.5
-15:06,HR,97
-15:06,NIDiasABP,50
-15:06,NIMAP,66
-15:06,NISysABP,119
-15:06,Weight,84.5
-16:06,HR,90
-16:06,NIDiasABP,56
-16:06,NIMAP,72
-16:06,NISysABP,125
-16:06,Urine,140
-16:06,Weight,84.5
-17:06,HR,90
-17:06,Weight,84.5
-18:06,GCS,15
-18:06,HR,87
-18:06,NIDiasABP,55
-18:06,NIMAP,75
-18:06,NISysABP,141
-18:06,Temp,36.6
-18:06,Urine,220
-18:06,Weight,84.5
-19:06,HR,88
-19:06,NIDiasABP,71
-19:06,NIMAP,79
-19:06,NISysABP,116
-19:06,Urine,80
-19:06,Weight,84.5
-20:06,HR,87
-20:06,Weight,84.5
-21:06,HR,80
-21:06,NIDiasABP,39
-21:06,NIMAP,53
-21:06,NISysABP,97
-21:06,Urine,240
-21:06,Weight,84.5
-22:06,GCS,15
-22:06,HR,79
-22:06,NIDiasABP,41
-22:06,NIMAP,53
-22:06,NISysABP,96
-22:06,Temp,36.1
-22:06,Urine,40
-22:06,Weight,84.5
-23:06,HR,89
-23:06,NIDiasABP,49
-23:06,NIMAP,67
-23:06,NISysABP,121
-23:06,Urine,50
-23:06,Weight,84.5
-24:06,HR,81
-24:06,NIDiasABP,41
-24:06,NIMAP,51
-24:06,NISysABP,85
-24:06,Urine,40
-24:06,Weight,84.5
-25:06,HR,84
-25:06,Urine,55
-25:06,Weight,84.5
-26:06,HR,81
-26:06,NIDiasABP,39
-26:06,NIMAP,54
-26:06,NISysABP,93
-26:06,Temp,36.6
-26:06,Urine,45
-26:06,Weight,84.5
-27:06,HR,83
-27:06,NIDiasABP,58
-27:06,NIMAP,72
-27:06,NISysABP,110
-27:06,Urine,60
-27:06,Weight,84.5
-27:47,BUN,16
-27:47,Creatinine,1.3
-27:47,Glucose,110
-27:47,HCO3,25
-27:47,HCT,30
-27:47,Mg,2.3
-27:47,Platelets,321
-27:47,K,3.7
-27:47,Na,138
-27:47,WBC,14.1
-30:06,FiO2,0.7
-30:06,GCS,15
-30:06,HR,96
-30:06,NIDiasABP,36
-30:06,NISysABP,102
-30:06,Temp,36.6
-30:06,Urine,130
-30:06,Weight,84.5
-31:06,HR,88
-31:06,NIDiasABP,60
-31:06,NISysABP,129
-31:06,Weight,84.5
-32:06,HR,94
-32:06,NIDiasABP,61
-32:06,NIMAP,81
-32:06,NISysABP,140
-32:06,Urine,110
-32:06,Weight,84.5
-33:06,HR,100
-33:06,NIDiasABP,51
-33:06,NIMAP,72
-33:06,NISysABP,141
-33:06,Weight,84.5
-34:06,FiO2,0.7
-34:06,GCS,15
-34:06,HR,98
-34:06,NIDiasABP,73
-34:06,NIMAP,84
-34:06,NISysABP,122
-34:06,Temp,37
-34:06,Urine,120
-34:06,Weight,84.5
-36:06,FiO2,0.7
-36:06,HR,96
-36:06,NIDiasABP,56
-36:06,NIMAP,76
-36:06,NISysABP,143
-36:06,Urine,120
-36:06,Weight,84.5
-37:06,HR,82
-37:06,NIDiasABP,62
-37:06,NIMAP,75
-37:06,NISysABP,134
-37:06,Weight,84.5
-38:06,FiO2,0.7
-38:06,GCS,15
-38:06,HR,98
-38:06,NIDiasABP,52
-38:06,NIMAP,67
-38:06,NISysABP,108
-38:06,Temp,35.6
-38:06,Urine,260
-38:06,Weight,84.5
-40:06,HR,99
-40:06,NIDiasABP,67
-40:06,NIMAP,83
-40:06,NISysABP,129
-40:06,Urine,160
-40:06,Weight,84.5
-41:06,HR,94
-41:06,Weight,84.5
-41:51,HR,96
-41:51,Weight,84.5
-42:06,GCS,15
-42:06,HR,95
-42:06,NIDiasABP,77
-42:06,NIMAP,87
-42:06,NISysABP,130
-42:06,Temp,36
-42:06,Urine,180
-42:06,Weight,84.5
-43:06,HR,89
-43:06,NIDiasABP,74
-43:06,NIMAP,91
-43:06,NISysABP,144
-43:06,Urine,60
-43:06,Weight,84.5
-44:06,HR,87
-44:06,NIDiasABP,65
-44:06,NIMAP,76
-44:06,NISysABP,114
-44:06,Weight,84.5
-45:06,HR,93
-45:06,NIDiasABP,65
-45:06,NIMAP,81
-45:06,NISysABP,130
-45:06,Urine,60
-45:06,Weight,84.5
-46:06,GCS,15
-46:06,HR,89
-46:06,NIDiasABP,74
-46:06,NIMAP,87
-46:06,NISysABP,135
-46:06,Temp,37
-46:06,Urine,35
-46:06,Weight,84.5
-47:06,HR,93
-47:06,NIDiasABP,48
-47:06,NIMAP,64
-47:06,NISysABP,117
-47:06,Urine,30
-47:06,Weight,84.5
diff --git a/data/set-a/132570.txt b/data/set-a/132570.txt
deleted file mode 100644
index 3560e130c38f03838b008b335deaa0519edf268e..0000000000000000000000000000000000000000
--- a/data/set-a/132570.txt
+++ /dev/null
@@ -1,335 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132570
-00:00,Age,84
-00:00,Gender,1
-00:00,Height,170.2
-00:00,ICUType,1
-00:00,Weight,102.6
-04:10,GCS,15
-04:10,HR,70
-04:10,NIDiasABP,61
-04:10,NIMAP,85
-04:10,NISysABP,150
-04:10,RespRate,18
-04:10,Temp,36.6
-04:10,Weight,102.6
-04:40,HR,68
-04:40,NIDiasABP,59
-04:40,NIMAP,79
-04:40,NISysABP,139
-04:40,RespRate,15
-04:40,SaO2,98
-04:40,Weight,102.6
-05:10,HR,71
-05:10,NIDiasABP,55
-05:10,NIMAP,72
-05:10,NISysABP,136
-05:10,RespRate,17
-05:10,Weight,102.6
-05:27,ALP,19
-05:27,ALT,15
-05:27,AST,20
-05:27,Bilirubin,0.1
-05:27,BUN,83
-05:27,Creatinine,3.6
-05:27,Glucose,166
-05:27,HCO3,31
-05:27,HCT,27
-05:27,Mg,2
-05:27,Platelets,183
-05:27,K,4.3
-05:27,Na,131
-05:27,WBC,8.8
-05:40,HR,93
-05:40,NIDiasABP,65
-05:40,NIMAP,94
-05:40,NISysABP,181
-05:40,RespRate,17
-05:40,Weight,102.6
-06:10,HR,103
-06:10,NIDiasABP,65
-06:10,NIMAP,94
-06:10,NISysABP,181
-06:10,RespRate,17
-06:10,Weight,102.6
-06:25,HR,95
-06:25,NIDiasABP,65
-06:25,NIMAP,91
-06:25,NISysABP,169
-06:25,RespRate,14
-06:25,Weight,102.6
-07:10,HR,79
-07:10,NIDiasABP,58
-07:10,NIMAP,73
-07:10,NISysABP,128
-07:10,RespRate,16
-07:10,Urine,600
-07:10,Weight,102.6
-07:40,HR,66
-07:40,NIDiasABP,47
-07:40,NIMAP,71
-07:40,NISysABP,136
-07:40,RespRate,17
-07:40,Weight,102.6
-08:10,HR,66
-08:10,NIDiasABP,48
-08:10,NIMAP,66
-08:10,NISysABP,115
-08:10,RespRate,14
-08:10,Urine,70
-08:10,Weight,102.6
-09:10,HR,55
-09:10,NIDiasABP,50
-09:10,NIMAP,66
-09:10,NISysABP,117
-09:10,RespRate,16
-09:10,Temp,36.4
-09:10,Urine,30
-09:10,Weight,102.6
-10:10,HR,58
-10:10,NIDiasABP,50
-10:10,NIMAP,70
-10:10,NISysABP,127
-10:10,RespRate,17
-10:10,Weight,102.6
-11:10,GCS,14
-11:10,HR,68
-11:10,NIDiasABP,54
-11:10,NIMAP,75
-11:10,NISysABP,134
-11:10,RespRate,16
-11:10,Urine,100
-11:10,Weight,102.6
-12:10,HR,61
-12:10,NIDiasABP,39
-12:10,NIMAP,60
-12:10,NISysABP,125
-12:10,RespRate,16
-12:10,Weight,102.6
-13:10,HR,57
-13:10,NIDiasABP,40
-13:10,NIMAP,60
-13:10,NISysABP,121
-13:10,RespRate,16
-13:10,Temp,36.4
-13:10,Weight,102.6
-14:10,GCS,14
-14:10,HR,59
-14:10,NIDiasABP,50
-14:10,NIMAP,70
-14:10,NISysABP,134
-14:10,RespRate,18
-14:10,Urine,270
-14:10,Weight,102.6
-15:10,HR,60
-15:10,NIDiasABP,54
-15:10,NIMAP,77
-15:10,NISysABP,145
-15:10,RespRate,16
-15:10,Weight,102.6
-16:10,HR,58
-16:10,Temp,36.2
-16:10,Urine,240
-16:10,Weight,102.6
-16:15,HR,71
-16:15,NIDiasABP,55
-16:15,NIMAP,78
-16:15,NISysABP,141
-16:15,RespRate,16
-16:15,Weight,102.6
-17:10,GCS,14
-17:10,HR,69
-17:10,NIDiasABP,53
-17:10,NIMAP,73
-17:10,NISysABP,151
-17:10,RespRate,15
-17:10,Urine,220
-17:10,Weight,102.6
-17:57,BUN,85
-17:57,Creatinine,3.5
-17:57,Glucose,193
-17:57,HCO3,33
-17:57,HCT,27.7
-17:57,Mg,2
-17:57,Platelets,203
-17:57,K,3.9
-17:57,Na,134
-17:57,WBC,9.4
-18:10,HR,73
-18:10,NIDiasABP,48
-18:10,NIMAP,69
-18:10,NISysABP,133
-18:10,RespRate,21
-18:10,Weight,102.6
-19:10,HR,69
-19:10,NIDiasABP,50
-19:10,NIMAP,71
-19:10,NISysABP,129
-19:10,RespRate,16
-19:10,Urine,340
-19:10,Weight,102.6
-20:10,HR,75
-20:10,NIDiasABP,0
-20:10,NIMAP,88
-20:10,NISysABP,0
-20:10,RespRate,23
-20:10,Urine,130
-20:10,Weight,102.6
-21:10,GCS,14
-21:10,HR,79
-21:10,NIDiasABP,52
-21:10,NIMAP,77
-21:10,NISysABP,145
-21:10,RespRate,15
-21:10,Temp,37.6
-21:10,Urine,250
-21:10,Weight,102.6
-22:10,HR,80
-22:10,NIDiasABP,59
-22:10,NIMAP,81
-22:10,NISysABP,141
-22:10,RespRate,18
-22:10,Temp,38.8
-22:10,Urine,210
-22:10,Weight,102.6
-24:10,HR,64
-24:10,NIDiasABP,47
-24:10,NISysABP,122
-24:10,RespRate,18
-24:10,Urine,100
-24:10,Weight,102.6
-25:10,GCS,15
-25:10,HR,66
-25:10,NIDiasABP,48
-25:10,NIMAP,67
-25:10,NISysABP,128
-25:10,RespRate,20
-25:10,Temp,36.9
-25:10,Urine,70
-25:10,Weight,102.6
-26:10,HR,59
-26:10,NIDiasABP,45
-26:10,NIMAP,66
-26:10,NISysABP,135
-26:10,RespRate,19
-26:10,Urine,95
-26:10,Weight,102.6
-27:10,HR,67
-27:10,NIDiasABP,49
-27:10,NIMAP,68
-27:10,NISysABP,129
-27:10,RespRate,19
-27:10,Urine,170
-27:10,Weight,102.6
-28:04,K,3.5
-28:10,HR,73
-28:10,NIDiasABP,39
-28:10,NIMAP,64
-28:10,NISysABP,133
-28:10,RespRate,14
-28:10,Urine,140
-28:10,Weight,102.6
-29:10,GCS,15
-29:10,HR,63
-29:10,NIDiasABP,34
-29:10,NIMAP,50
-29:10,NISysABP,103
-29:10,RespRate,15
-29:10,Temp,37.8
-29:10,Urine,130
-29:10,Weight,102.6
-30:10,HR,59
-30:10,NIDiasABP,35
-30:10,NIMAP,55
-30:10,NISysABP,109
-30:10,RespRate,14
-30:10,Urine,140
-30:10,Weight,102.6
-31:10,HR,55
-31:10,NIDiasABP,41
-31:10,NIMAP,59
-31:10,NISysABP,120
-31:10,RespRate,14
-31:10,Urine,100
-31:10,Weight,102.6
-33:10,GCS,15
-33:10,HR,68
-33:10,NIDiasABP,54
-33:10,NIMAP,79
-33:10,NISysABP,150
-33:10,RespRate,14
-33:10,Temp,37.6
-33:10,Urine,400
-33:10,Weight,102.6
-35:10,HR,69
-35:10,NIDiasABP,43
-35:10,NIMAP,68
-35:10,NISysABP,146
-35:10,RespRate,16
-35:10,Urine,300
-35:10,Weight,102.6
-37:10,GCS,15
-37:10,HR,63
-37:10,NIDiasABP,45
-37:10,NIMAP,70
-37:10,NISysABP,146
-37:10,RespRate,14
-37:10,Temp,37.8
-37:10,Urine,320
-37:10,Weight,102.6
-39:10,HR,66
-39:10,NIDiasABP,46
-39:10,NIMAP,74
-39:10,NISysABP,142
-39:10,RespRate,16
-39:10,Urine,285
-39:10,Weight,102.6
-41:10,GCS,15
-41:10,HR,76
-41:10,NIDiasABP,45
-41:10,NIMAP,69
-41:10,NISysABP,137
-41:10,RespRate,19
-41:10,Temp,37.3
-41:10,Urine,365
-41:10,Weight,102.6
-42:10,HR,84
-42:10,NIDiasABP,44
-42:10,NIMAP,68
-42:10,NISysABP,134
-42:10,RespRate,18
-42:10,Urine,160
-42:10,Weight,102.6
-42:49,BUN,89
-42:49,Creatinine,3.3
-42:49,Glucose,167
-42:49,HCO3,31
-42:49,HCT,28
-42:49,Mg,1.8
-42:49,Platelets,202
-42:49,K,3.5
-42:49,Na,137
-42:49,WBC,12
-45:10,HR,106
-45:10,NIDiasABP,66
-45:10,NIMAP,92
-45:10,NISysABP,161
-45:10,RespRate,21
-45:10,Temp,38.7
-45:10,Urine,450
-45:10,Weight,98.5
-46:10,HR,81
-46:10,NIDiasABP,42
-46:10,NIMAP,67
-46:10,NISysABP,132
-46:10,RespRate,21
-46:10,Urine,300
-46:10,Weight,98.5
-47:10,HR,73
-47:10,NIDiasABP,47
-47:10,NIMAP,67
-47:10,NISysABP,127
-47:10,RespRate,18
-47:10,Temp,37.7
-47:10,Urine,100
-47:10,Weight,98.5
diff --git a/data/set-a/132573.txt b/data/set-a/132573.txt
deleted file mode 100644
index 976e9ed3a06fb76ebe08db42f77b833854820044..0000000000000000000000000000000000000000
--- a/data/set-a/132573.txt
+++ /dev/null
@@ -1,393 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132573
-00:00,Age,77
-00:00,Gender,1
-00:00,Height,162.6
-00:00,ICUType,1
-00:00,Weight,90.1
-00:01,GCS,15
-00:01,HR,80
-00:01,NIDiasABP,49
-00:01,NIMAP,76.33
-00:01,NISysABP,131
-00:01,RespRate,20
-00:01,Temp,36.9
-00:01,Urine,120
-00:16,HR,84
-00:16,NIDiasABP,46
-00:16,NIMAP,79.33
-00:16,NISysABP,146
-00:16,RespRate,17
-00:31,HR,76
-00:31,NIDiasABP,43
-00:31,NIMAP,71.67
-00:31,NISysABP,129
-00:31,RespRate,14
-00:46,HR,77
-00:46,NIDiasABP,49
-00:46,NIMAP,82.33
-00:46,NISysABP,149
-00:46,RespRate,17
-01:01,HR,75
-01:01,NIDiasABP,44
-01:01,NIMAP,71.67
-01:01,NISysABP,127
-01:01,RespRate,16
-01:01,Urine,40
-01:31,HR,74
-01:31,NIDiasABP,44
-01:31,NIMAP,75
-01:31,NISysABP,137
-01:31,RespRate,16
-02:01,GCS,15
-02:01,HR,73
-02:01,NIDiasABP,37
-02:01,NIMAP,73.33
-02:01,NISysABP,146
-02:01,RespRate,16
-02:01,Urine,50
-03:01,Albumin,2.9
-03:01,AST,57
-03:01,BUN,44
-03:01,Creatinine,1.4
-03:01,Glucose,157
-03:01,HCO3,31
-03:01,HCT,27.6
-03:01,HR,71
-03:01,Mg,2
-03:01,NIDiasABP,46
-03:01,NIMAP,74.33
-03:01,NISysABP,131
-03:01,Platelets,137
-03:01,K,4.5
-03:01,Na,137
-03:01,RespRate,14
-03:01,Urine,60
-03:01,WBC,12.2
-04:01,GCS,15
-04:01,HR,78
-04:01,NIDiasABP,46
-04:01,NIMAP,82
-04:01,NISysABP,154
-04:01,RespRate,19
-04:01,Urine,70
-07:01,GCS,15
-07:01,HR,76
-07:01,NIDiasABP,39
-07:01,NIMAP,70.33
-07:01,NISysABP,133
-07:01,RespRate,14
-07:01,Temp,37.2
-07:01,Urine,160
-09:01,HR,73
-09:01,NIDiasABP,47
-09:01,NIMAP,84.33
-09:01,NISysABP,159
-09:01,RespRate,16
-10:01,HR,73
-10:01,NIDiasABP,45
-10:01,NIMAP,85.33
-10:01,NISysABP,166
-10:01,RespRate,17
-10:01,Temp,37.2
-10:01,Urine,220
-10:31,HR,74
-10:31,NIDiasABP,54
-10:31,NIMAP,91.67
-10:31,NISysABP,167
-10:31,RespRate,16
-10:31,Temp,37.1
-12:01,GCS,15
-12:01,HR,77
-12:01,NIDiasABP,47
-12:01,NIMAP,87.67
-12:01,NISysABP,169
-12:01,RespRate,16
-12:01,Temp,36.6
-12:01,Urine,160
-12:16,HR,78
-12:16,NIDiasABP,61
-12:16,NIMAP,98
-12:16,NISysABP,172
-12:16,RespRate,17
-13:01,HR,80
-13:01,NIDiasABP,44
-13:01,NIMAP,79
-13:01,NISysABP,149
-13:01,RespRate,20
-13:01,Urine,100
-14:01,HR,76
-14:01,NIDiasABP,39
-14:01,NIMAP,71.33
-14:01,NISysABP,136
-14:01,RespRate,18
-15:01,GCS,15
-15:01,HR,77
-15:01,NIDiasABP,39
-15:01,NIMAP,76.67
-15:01,NISysABP,152
-15:01,RespRate,17
-15:01,Temp,37.4
-15:01,Urine,100
-16:01,HR,76
-16:01,NIDiasABP,48
-16:01,NIMAP,84.33
-16:01,NISysABP,157
-16:01,RespRate,19
-16:01,Urine,85
-17:01,GCS,15
-17:01,HR,75
-17:01,NIDiasABP,46
-17:01,NIMAP,77.67
-17:01,NISysABP,141
-17:01,RespRate,17
-17:01,Urine,80
-18:01,HR,69
-18:01,NIDiasABP,37
-18:01,NIMAP,65
-18:01,NISysABP,121
-18:01,RespRate,19
-19:01,GCS,15
-19:01,HR,69
-19:01,NIDiasABP,43
-19:01,NIMAP,75
-19:01,NISysABP,139
-19:01,RespRate,18
-19:01,Temp,36.5
-19:01,Urine,95
-20:01,HR,68
-20:01,NIDiasABP,53
-20:01,NIMAP,86.33
-20:01,NISysABP,153
-20:01,RespRate,14
-20:03,HCT,28.8
-21:01,HR,64
-21:01,NIDiasABP,42
-21:01,NIMAP,70.67
-21:01,NISysABP,128
-21:01,RespRate,18
-21:01,Urine,100
-22:46,HR,67
-22:46,NIDiasABP,48
-22:46,NIMAP,87.67
-22:46,NISysABP,167
-22:46,RespRate,20
-23:01,GCS,15
-23:01,HR,70
-23:01,NIDiasABP,51
-23:01,NIMAP,89.33
-23:01,NISysABP,166
-23:01,RespRate,15
-23:01,Temp,36.6
-23:01,Urine,85
-24:01,HR,70
-24:01,NIDiasABP,66
-24:01,NIMAP,93.67
-24:01,NISysABP,149
-24:01,RespRate,16
-24:01,Urine,80
-24:16,HR,69
-24:16,NIDiasABP,46
-24:16,NIMAP,81.67
-24:16,NISysABP,153
-24:16,RespRate,17
-24:16,Temp,36.8
-24:31,HR,71
-24:31,NIDiasABP,43
-24:31,NIMAP,76.33
-24:31,NISysABP,143
-24:31,RespRate,20
-24:31,Temp,36.6
-25:01,HR,68
-25:01,NIDiasABP,43
-25:01,NIMAP,76.33
-25:01,NISysABP,143
-25:01,RespRate,20
-25:01,Urine,60
-26:01,HR,70
-26:01,NIDiasABP,46
-26:01,NIMAP,84
-26:01,NISysABP,160
-26:01,RespRate,20
-26:01,Temp,37
-26:01,Urine,65
-27:01,GCS,15
-27:01,HR,69
-27:01,NIDiasABP,44
-27:01,NIMAP,78.67
-27:01,NISysABP,148
-27:01,RespRate,21
-27:01,Temp,37
-27:01,Urine,40
-28:01,HR,69
-28:01,NIDiasABP,46
-28:01,NIMAP,81.33
-28:01,NISysABP,152
-28:01,RespRate,20
-28:46,BUN,40
-28:46,Creatinine,1.1
-28:46,Glucose,151
-28:46,HCO3,31
-28:46,HCT,31.2
-28:46,Mg,2.3
-28:46,Platelets,152
-28:46,K,3.5
-28:46,Na,137
-28:46,TroponinI,6.6
-28:46,WBC,11.6
-29:01,HR,73
-29:01,NIDiasABP,54
-29:01,NIMAP,90.67
-29:01,NISysABP,164
-29:01,RespRate,18
-29:01,Urine,80
-29:16,HR,76
-29:16,NIDiasABP,50
-29:16,NIMAP,92.33
-29:16,NISysABP,177
-29:16,RespRate,16
-31:01,GCS,15
-31:01,HR,77
-31:01,NIDiasABP,48
-31:01,NIMAP,85.33
-31:01,NISysABP,160
-31:01,RespRate,15
-31:01,Temp,37.4
-32:01,HR,73
-32:01,NIDiasABP,52
-32:01,NIMAP,89.67
-32:01,NISysABP,165
-32:01,RespRate,17
-32:01,Urine,220
-32:01,Weight,93
-32:46,HR,78
-32:46,NIDiasABP,50
-32:46,NIMAP,80.33
-32:46,NISysABP,141
-32:46,RespRate,18
-32:46,Weight,93
-33:01,HR,74
-33:01,NIDiasABP,50
-33:01,NIMAP,80.33
-33:01,NISysABP,141
-33:01,RespRate,20
-33:01,Urine,100
-33:01,Weight,93
-33:51,HR,80
-33:51,NIDiasABP,47
-33:51,NIMAP,75.33
-33:51,NISysABP,132
-33:51,RespRate,17
-33:51,Weight,93
-33:56,HR,80
-33:56,NIDiasABP,59
-33:56,NIMAP,87.33
-33:56,NISysABP,144
-33:56,RespRate,17
-33:56,Weight,93
-34:01,HR,74
-34:01,NIDiasABP,56
-34:01,NIMAP,97.67
-34:01,NISysABP,181
-34:01,RespRate,21
-34:01,Urine,60
-34:01,Weight,93
-34:06,HR,75
-34:06,NIDiasABP,55
-34:06,NIMAP,92
-34:06,NISysABP,166
-34:06,RespRate,22
-34:06,Weight,93
-35:01,HR,72
-35:01,NIDiasABP,51
-35:01,NIMAP,88.67
-35:01,NISysABP,164
-35:01,RespRate,20
-35:01,Temp,36
-35:01,Urine,35
-35:01,Weight,93
-36:01,HR,81
-36:01,NIDiasABP,46
-36:01,NIMAP,81
-36:01,NISysABP,151
-36:01,RespRate,26
-36:01,Urine,100
-36:01,Weight,93
-36:16,HR,80
-36:16,NIDiasABP,68
-36:16,NIMAP,109.7
-36:16,NISysABP,193
-36:16,RespRate,22
-36:16,Weight,93
-37:01,HR,76
-37:01,NIDiasABP,62
-37:01,NIMAP,101.3
-37:01,NISysABP,180
-37:01,RespRate,19
-37:01,Weight,93
-38:01,HR,75
-38:01,NIDiasABP,50
-38:01,NIMAP,90.33
-38:01,NISysABP,171
-38:01,RespRate,19
-38:01,Urine,140
-38:01,Weight,93
-38:16,HR,80
-38:16,NIDiasABP,44
-38:16,NIMAP,78.33
-38:16,NISysABP,147
-38:16,Weight,93
-41:21,GCS,15
-41:21,HR,68
-41:21,NIDiasABP,46
-41:21,NIMAP,86
-41:21,NISysABP,166
-41:21,RespRate,23
-41:21,Temp,37.6
-41:21,Weight,93
-41:31,HR,73
-41:31,NIDiasABP,44
-41:31,NIMAP,82.33
-41:31,NISysABP,159
-41:31,RespRate,19
-41:31,Weight,93
-41:46,HR,70
-41:46,NIDiasABP,82
-41:46,NIMAP,104.3
-41:46,NISysABP,149
-41:46,RespRate,23
-41:46,Weight,93
-42:01,HR,69
-42:01,NIDiasABP,45
-42:01,NIMAP,82.67
-42:01,NISysABP,158
-42:01,RespRate,19
-42:01,Urine,220
-42:01,Weight,93
-43:01,GCS,15
-43:01,HR,68
-43:01,NIDiasABP,49
-43:01,NIMAP,70
-43:01,NISysABP,112
-43:01,RespRate,21
-43:01,Urine,90
-43:01,Weight,93
-45:01,HR,69
-45:01,NIDiasABP,46
-45:01,NIMAP,73.67
-45:01,NISysABP,129
-45:01,RespRate,18
-45:01,Temp,37.4
-45:01,Urine,145
-45:01,Weight,93
-47:01,GCS,15
-47:01,HR,68
-47:01,NIDiasABP,44
-47:01,NIMAP,81.33
-47:01,NISysABP,156
-47:01,RespRate,20
-47:01,Temp,37
-47:01,Urine,180
-47:01,Weight,93
-47:03,HCT,31.8
-47:03,K,4.1
diff --git a/data/set-a/132575.txt b/data/set-a/132575.txt
deleted file mode 100644
index 7a8d0852730b72798e865ffb68b713aa7750f54e..0000000000000000000000000000000000000000
--- a/data/set-a/132575.txt
+++ /dev/null
@@ -1,534 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132575
-00:00,Age,78
-00:00,Gender,1
-00:00,Height,167.6
-00:00,ICUType,2
-00:00,Weight,63
-00:02,pH,7.36
-00:02,PaCO2,40
-00:02,PaO2,281
-00:32,HCT,26
-00:32,Platelets,121
-00:32,WBC,12.5
-00:35,pH,7.32
-00:35,PaCO2,46
-00:35,PaO2,244
-01:13,Urine,450
-01:18,DiasABP,57
-01:18,HR,73
-01:18,MAP,80
-01:18,SysABP,119
-01:18,Temp,34.7
-01:23,DiasABP,42
-01:23,FiO2,1
-01:23,GCS,3
-01:23,HR,84
-01:23,MAP,55
-01:23,MechVent,1
-01:23,SysABP,78
-01:23,Temp,34.7
-01:23,Urine,0
-01:23,Urine,180
-01:28,DiasABP,51
-01:28,HR,84
-01:28,MAP,65
-01:28,SysABP,91
-01:28,Temp,34.6
-01:32,BUN,21
-01:32,Creatinine,1
-01:32,HCO3,22
-01:32,HCT,29.9
-01:32,Mg,3
-01:32,Platelets,154
-01:32,WBC,15.8
-01:38,DiasABP,60
-01:38,HR,83
-01:38,MAP,85
-01:38,SysABP,129
-01:38,Temp,34.8
-01:43,pH,7.3
-01:43,PaCO2,49
-01:43,PaO2,150
-01:53,DiasABP,70
-01:53,HR,98
-01:53,MAP,95
-01:53,SysABP,141
-01:53,Temp,34.8
-01:58,MechVent,1
-02:08,DiasABP,78
-02:08,HR,69
-02:08,MAP,110
-02:08,SysABP,157
-02:08,Temp,34.9
-02:23,DiasABP,54
-02:23,HR,68
-02:23,MAP,73
-02:23,SysABP,108
-02:23,Temp,35
-02:23,Urine,400
-02:31,pH,7.34
-02:31,PaCO2,40
-02:31,PaO2,177
-02:31,SaO2,99
-02:38,DiasABP,51
-02:38,HR,77
-02:38,MAP,66
-02:38,SysABP,96
-02:38,Temp,35.3
-02:53,DiasABP,53
-02:53,HR,66
-02:53,MAP,70
-02:53,SysABP,104
-02:53,Temp,35.5
-03:08,DiasABP,56
-03:08,HR,68
-03:08,MAP,78
-03:08,SysABP,116
-03:08,Temp,35.6
-03:23,DiasABP,53
-03:23,HR,68
-03:23,MAP,73
-03:23,SysABP,110
-03:23,Temp,35.7
-03:23,Urine,100
-03:38,DiasABP,54
-03:38,HR,72
-03:38,MAP,75
-03:38,SysABP,112
-03:38,Temp,36
-03:53,DiasABP,58
-03:53,HR,76
-03:53,MAP,81
-03:53,SysABP,121
-03:53,Temp,36.2
-04:08,DiasABP,66
-04:08,HR,72
-04:08,MAP,91
-04:08,SysABP,135
-04:08,Temp,36.5
-04:23,DiasABP,50
-04:23,FiO2,0.7
-04:23,GCS,3
-04:23,HR,74
-04:23,MAP,64
-04:23,SysABP,90
-04:23,Temp,36.5
-04:23,Urine,300
-04:38,DiasABP,66
-04:38,HR,85
-04:38,MAP,94
-04:38,SysABP,137
-04:38,Temp,36.1
-04:53,DiasABP,53
-04:53,HR,85
-04:53,MAP,71
-04:53,SysABP,107
-04:53,Temp,36.3
-04:56,pH,7.33
-04:56,PaCO2,44
-04:56,PaO2,127
-04:56,SaO2,99
-05:08,DiasABP,61
-05:08,HR,80
-05:08,MAP,85
-05:08,SysABP,125
-05:08,Temp,36.2
-05:23,DiasABP,67
-05:23,HR,93
-05:23,MAP,98
-05:23,MechVent,1
-05:23,SysABP,148
-05:23,Temp,36.2
-05:23,Urine,300
-05:47,HCT,30.6
-05:53,DiasABP,53
-05:53,HR,81
-05:53,MAP,68
-05:53,SysABP,97
-05:53,Temp,36.6
-06:06,pH,7.32
-06:06,PaCO2,40
-06:06,PaO2,85
-06:06,SaO2,96
-06:23,DiasABP,60
-06:23,GCS,3
-06:23,HR,85
-06:23,MAP,77
-06:23,SysABP,108
-06:23,Temp,36.7
-06:23,Urine,170
-06:37,FiO2,0.7
-06:37,MechVent,1
-06:53,DiasABP,75
-06:53,HR,81
-06:53,MAP,100
-06:53,SysABP,142
-06:53,Temp,36.8
-07:23,DiasABP,50
-07:23,FiO2,0.6
-07:23,HR,75
-07:23,MAP,64
-07:23,SysABP,85
-07:23,Temp,36.8
-07:23,Urine,100
-07:24,pH,7.36
-07:24,PaCO2,37
-07:24,PaO2,125
-07:24,SaO2,98
-08:23,DiasABP,64
-08:23,FiO2,0.5
-08:23,MAP,83
-08:23,SysABP,120
-08:23,Temp,36.9
-08:23,Urine,100
-08:53,DiasABP,51
-08:53,HR,74
-08:53,MAP,59
-08:53,SysABP,83
-08:53,SaO2,100
-08:53,Temp,37
-09:08,DiasABP,61
-09:08,HR,74
-09:08,MAP,76
-09:08,SysABP,107
-09:08,Temp,37
-09:23,DiasABP,80
-09:23,FiO2,0.5
-09:23,HR,76
-09:23,MAP,106
-09:23,MechVent,1
-09:23,SysABP,153
-09:23,Temp,37
-09:23,Urine,80
-10:08,DiasABP,53
-10:08,HR,74
-10:08,MAP,67
-10:08,SysABP,96
-10:08,Temp,37.1
-10:23,DiasABP,61
-10:23,GCS,3
-10:23,HR,74
-10:23,MAP,77
-10:23,SysABP,111
-10:23,Temp,37.1
-10:23,Urine,80
-10:50,MechVent,1
-11:23,DiasABP,70
-11:23,GCS,10
-11:23,HR,86
-11:23,MAP,91
-11:23,SysABP,137
-11:23,Temp,37.2
-11:23,Urine,80
-11:36,pH,7.38
-11:36,PaCO2,36
-11:36,PaO2,80
-11:36,SaO2,96
-11:53,DiasABP,59
-11:53,HR,73
-11:53,MAP,78
-11:53,SysABP,117
-11:53,Temp,37.2
-12:18,BUN,17
-12:18,Creatinine,1
-12:18,Glucose,90
-12:18,HCO3,23
-12:18,HCT,32.2
-12:18,Platelets,200
-12:18,K,4.7
-12:18,Na,137
-12:18,WBC,18.7
-12:23,DiasABP,54
-12:23,HR,65
-12:23,MAP,72
-12:23,SysABP,111
-12:23,Temp,37.4
-12:23,Urine,45
-13:23,DiasABP,55
-13:23,HR,68
-13:23,MAP,73
-13:23,SysABP,109
-13:23,Temp,37.4
-13:23,Urine,41
-14:23,DiasABP,53
-14:23,FiO2,0.5
-14:23,GCS,10
-14:23,HR,67
-14:23,MAP,71
-14:23,MechVent,1
-14:23,SysABP,108
-14:23,Temp,37.5
-14:23,Urine,50
-15:23,DiasABP,48
-15:23,HR,71
-15:23,MAP,63
-15:23,SysABP,93
-15:23,Temp,37.5
-15:23,Urine,30
-15:40,pH,7.4
-15:40,PaCO2,32
-15:40,PaO2,86
-15:40,SaO2,97
-16:23,DiasABP,49
-16:23,HR,71
-16:23,MAP,65
-16:23,SysABP,99
-16:23,Temp,37.5
-16:23,Urine,20
-16:38,DiasABP,65
-16:38,FiO2,0.5
-16:38,HR,81
-16:38,MAP,93
-16:38,SysABP,138
-16:38,Temp,37.4
-17:23,DiasABP,57
-17:23,HR,83
-17:23,MAP,80
-17:23,MechVent,1
-17:23,SysABP,122
-17:23,Temp,37.4
-17:23,Urine,35
-18:23,DiasABP,61
-18:23,FiO2,0.5
-18:23,GCS,15
-18:23,HR,84
-18:23,MAP,82
-18:23,SysABP,122
-18:23,Temp,37.4
-18:23,Urine,38
-18:23,Weight,72.4
-19:08,DiasABP,60
-19:08,SysABP,120
-19:23,DiasABP,61
-19:23,HR,83
-19:23,MAP,81
-19:23,SysABP,122
-19:23,Temp,37.3
-19:23,Urine,45
-19:23,Weight,72.4
-20:08,DiasABP,50
-20:08,SysABP,100
-20:23,DiasABP,50
-20:23,HR,81
-20:23,MAP,64
-20:23,SysABP,95
-20:23,Temp,37.3
-20:23,Urine,30
-20:23,Weight,72.4
-21:23,DiasABP,48
-21:23,HR,80
-21:23,MAP,62
-21:23,SysABP,90
-21:23,Temp,37.2
-21:23,Urine,20
-21:23,Weight,72.4
-22:23,DiasABP,54
-22:23,GCS,15
-22:23,HR,86
-22:23,MAP,71
-22:23,SysABP,105
-22:23,Temp,37
-22:23,Urine,15
-22:23,Weight,72.4
-23:08,DiasABP,46
-23:08,SysABP,90
-23:23,DiasABP,52
-23:23,HR,95
-23:23,MAP,67
-23:23,SysABP,98
-23:23,Temp,37
-23:23,Urine,120
-23:23,Weight,72.4
-24:23,DiasABP,49
-24:23,HR,84
-24:23,MAP,66
-24:23,SysABP,109
-24:23,Urine,140
-24:23,Weight,72.4
-25:23,DiasABP,45
-25:23,HR,89
-25:23,MAP,64
-25:23,SysABP,104
-25:23,Urine,140
-25:23,Weight,72.4
-26:23,DiasABP,46
-26:23,GCS,15
-26:23,HR,83
-26:23,MAP,66
-26:23,SysABP,111
-26:23,Temp,35.6
-26:23,Urine,210
-26:23,Weight,72.4
-27:23,DiasABP,53
-27:23,HR,91
-27:23,MAP,76
-27:23,SysABP,129
-27:23,Urine,100
-27:23,Weight,72.4
-28:23,DiasABP,45
-28:23,HR,89
-28:23,MAP,65
-28:23,SysABP,111
-28:23,Urine,120
-28:23,Weight,72.4
-29:23,DiasABP,50
-29:23,HR,98
-29:23,MAP,75
-29:23,SysABP,135
-29:23,Urine,70
-29:23,Weight,72.4
-30:23,DiasABP,56
-30:23,GCS,15
-30:23,HR,98
-30:23,MAP,78
-30:23,SysABP,116
-30:23,Temp,36.9
-30:23,Urine,45
-30:23,Weight,72.4
-30:38,pH,7.45
-30:38,PaCO2,32
-30:38,PaO2,69
-30:38,SaO2,96
-31:23,DiasABP,43
-31:23,HR,96
-31:23,MAP,61
-31:23,SysABP,102
-31:23,Urine,250
-31:23,Weight,72.4
-32:23,DiasABP,43
-32:23,HR,98
-32:23,MAP,61
-32:23,SysABP,100
-32:23,Urine,250
-32:23,Weight,72.4
-33:23,DiasABP,49
-33:23,HR,103
-33:23,MAP,71
-33:23,SysABP,121
-33:23,Temp,36.8
-33:23,Urine,190
-33:23,Weight,72.4
-34:23,DiasABP,47
-34:23,GCS,15
-34:23,HR,94
-34:23,MAP,66
-34:23,SysABP,109
-34:23,Urine,65
-34:23,Weight,72.4
-35:23,DiasABP,49
-35:23,HR,92
-35:23,MAP,69
-35:23,SysABP,118
-35:23,Urine,70
-35:23,Weight,72.4
-36:23,DiasABP,51
-36:23,HR,94
-36:23,MAP,74
-36:23,SysABP,128
-36:23,Urine,110
-36:23,Weight,72.4
-36:57,BUN,18
-36:57,Creatinine,1.1
-36:57,Glucose,148
-36:57,HCO3,22
-36:57,HCT,26.3
-36:57,Mg,2
-36:57,Platelets,127
-36:57,K,4.1
-36:57,Na,135
-36:57,WBC,12.5
-37:14,pH,7.48
-37:14,PaCO2,36
-37:14,PaO2,56
-37:14,SaO2,93
-37:23,DiasABP,52
-37:23,HR,104
-37:23,MAP,77
-37:23,SysABP,131
-37:23,Urine,110
-37:23,Weight,72.4
-37:48,pH,7.47
-37:48,Lactate,1.5
-37:48,PaCO2,29
-37:48,PaO2,59
-37:48,SaO2,93
-38:23,DiasABP,51
-38:23,FiO2,0.7
-38:23,GCS,15
-38:23,HR,106
-38:23,MAP,73
-38:23,SysABP,118
-38:23,Temp,36.6
-38:23,Urine,100
-38:23,Weight,72.4
-38:25,pH,7.46
-38:25,PaCO2,30
-38:25,PaO2,86
-38:25,SaO2,98
-39:23,DiasABP,44
-39:23,HR,92
-39:23,MAP,64
-39:23,SysABP,103
-39:23,Urine,40
-39:23,Weight,72.4
-40:23,DiasABP,52
-40:23,HR,90
-40:23,MAP,76
-40:23,SysABP,120
-40:23,Urine,120
-40:23,Weight,72.4
-41:23,DiasABP,53
-41:23,HR,91
-41:23,MAP,78
-41:23,SysABP,121
-41:23,Weight,72.4
-41:53,Urine,200
-42:23,DiasABP,54
-42:23,GCS,15
-42:23,HR,99
-42:23,MAP,81
-42:23,SysABP,126
-42:23,Temp,36.3
-42:23,Weight,72.4
-43:23,DiasABP,57
-43:23,HR,113
-43:23,MAP,82
-43:23,SysABP,129
-43:23,Urine,220
-43:23,Weight,72.4
-44:23,DiasABP,51
-44:23,HR,94
-44:23,MAP,71
-44:23,SysABP,113
-44:23,Urine,360
-44:23,Weight,72.4
-45:23,DiasABP,63
-45:23,HR,119
-45:23,MAP,84
-45:23,SysABP,130
-45:23,Urine,160
-45:23,Weight,72.4
-45:32,HCT,27.7
-45:47,pH,7.49
-45:47,PaCO2,35
-45:47,PaO2,54
-45:47,SaO2,92
-46:23,DiasABP,63
-46:23,GCS,15
-46:23,HR,95
-46:23,MAP,87
-46:23,SysABP,128
-46:23,Temp,36.5
-46:23,Urine,220
-46:23,Weight,72.4
-46:52,pH,7.49
-46:52,PaCO2,30
-46:52,PaO2,83
-46:52,SaO2,97
-47:23,DiasABP,60
-47:23,HR,106
-47:23,MAP,85
-47:23,SysABP,128
-47:23,Urine,360
-47:23,Weight,72.4
diff --git a/data/set-a/132577.txt b/data/set-a/132577.txt
deleted file mode 100644
index 25cfb8fa22b7698c36d3e074b3ebd69ff7729606..0000000000000000000000000000000000000000
--- a/data/set-a/132577.txt
+++ /dev/null
@@ -1,466 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132577
-00:00,Age,65
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,66.3
-00:36,BUN,36
-00:36,Creatinine,1.9
-00:36,Glucose,341
-00:36,HCO3,28
-00:36,Mg,2.5
-00:36,K,3.3
-00:36,Na,177
-01:00,GCS,9
-01:00,HR,94
-01:00,NIDiasABP,62
-01:00,NIMAP,81.67
-01:00,NISysABP,121
-01:00,RespRate,24
-01:00,Temp,38.8
-02:00,HR,92
-02:00,NIDiasABP,48
-02:00,NIMAP,72
-02:00,NISysABP,120
-02:00,RespRate,22
-02:00,Weight,66.3
-02:45,BUN,35
-02:45,Creatinine,1.8
-02:45,Glucose,297
-02:45,HCO3,26
-02:45,Mg,2.4
-02:45,K,3.3
-02:45,Na,176
-03:00,DiasABP,72
-03:00,GCS,10
-03:00,HR,93
-03:00,MAP,98
-03:00,NIDiasABP,57
-03:00,NIMAP,77.33
-03:00,NISysABP,118
-03:00,RespRate,22
-03:00,SysABP,145
-03:00,Temp,37.6
-03:00,Urine,80
-03:00,Weight,66.3
-04:00,DiasABP,71
-04:00,HR,85
-04:00,MAP,95
-04:00,RespRate,22
-04:00,SysABP,148
-04:00,Weight,66.3
-04:15,BUN,34
-04:15,Creatinine,1.7
-04:15,Glucose,280
-04:15,HCO3,25
-04:15,Mg,2.3
-04:15,K,3.4
-04:15,Na,175
-05:00,DiasABP,71
-05:00,HR,83
-05:00,MAP,99
-05:00,RespRate,21
-05:00,SysABP,157
-05:00,Urine,60
-05:00,Weight,66.3
-06:00,DiasABP,73
-06:00,HR,79
-06:00,MAP,104
-06:00,RespRate,22
-06:00,SysABP,159
-06:00,Weight,66.3
-06:05,BUN,34
-06:05,Creatinine,1.8
-06:05,Glucose,209
-06:05,HCO3,26
-06:05,K,3.2
-06:05,Na,174
-07:00,DiasABP,75
-07:00,GCS,9
-07:00,HR,76
-07:00,MAP,105
-07:00,NIDiasABP,77
-07:00,NIMAP,103.7
-07:00,NISysABP,157
-07:00,RespRate,20
-07:00,SysABP,166
-07:00,Temp,37.4
-07:00,Urine,65
-07:00,Weight,66.3
-08:00,DiasABP,80
-08:00,HR,81
-08:00,MAP,115
-08:00,NIDiasABP,83
-08:00,NIMAP,114.3
-08:00,NISysABP,177
-08:00,RespRate,21
-08:00,SysABP,180
-08:00,Weight,66.3
-08:07,BUN,34
-08:07,Creatinine,1.7
-08:07,Glucose,144
-08:07,HCO3,25
-08:07,K,2.9
-08:07,Na,172
-08:41,pH,7.34
-08:41,PaCO2,53
-08:41,PaO2,117
-08:41,SaO2,96
-09:00,DiasABP,75
-09:00,HR,80
-09:00,MAP,104
-09:00,NIDiasABP,85
-09:00,NIMAP,112.7
-09:00,NISysABP,168
-09:00,RespRate,22
-09:00,SysABP,156
-09:00,Urine,50
-09:00,Weight,66.3
-09:40,BUN,35
-09:40,Creatinine,1.9
-09:40,Glucose,101
-09:40,HCO3,26
-09:40,K,3.4
-09:40,Na,172
-10:00,DiasABP,76
-10:00,HR,83
-10:00,MAP,106
-10:00,NIDiasABP,85
-10:00,NIMAP,112.7
-10:00,NISysABP,168
-10:00,RespRate,26
-10:00,SysABP,156
-10:00,Weight,66.3
-11:00,DiasABP,76
-11:00,GCS,11
-11:00,HR,81
-11:00,MAP,108
-11:00,NIDiasABP,82
-11:00,NIMAP,106.7
-11:00,NISysABP,156
-11:00,RespRate,21
-11:00,SysABP,167
-11:00,Temp,37.4
-11:00,Urine,40
-11:00,Weight,66.3
-11:20,pH,7.36
-11:20,PaCO2,47
-11:20,PaO2,80
-11:20,SaO2,96
-12:00,BUN,37
-12:00,Creatinine,2
-12:00,DiasABP,81
-12:00,Glucose,112
-12:00,HCO3,23
-12:00,HCT,41.8
-12:00,HR,87
-12:00,Mg,2
-12:00,MAP,104
-12:00,NIDiasABP,82
-12:00,NIMAP,104.7
-12:00,NISysABP,150
-12:00,Platelets,104
-12:00,K,4.1
-12:00,Na,170
-12:00,RespRate,29
-12:00,SysABP,135
-12:00,WBC,9.4
-12:00,Weight,66.3
-13:00,DiasABP,120
-13:00,HR,89
-13:00,MAP,141
-13:00,NIDiasABP,98
-13:00,NIMAP,119.7
-13:00,NISysABP,163
-13:00,RespRate,22
-13:00,SysABP,147
-13:00,Urine,360
-13:00,Weight,66.3
-14:00,DiasABP,68
-14:00,HR,83
-14:00,MAP,94
-14:00,NIDiasABP,65
-14:00,NIMAP,90.67
-14:00,NISysABP,142
-14:00,RespRate,16
-14:00,SysABP,147
-14:00,Weight,66.3
-14:10,BUN,39
-14:10,Creatinine,2.3
-14:10,Glucose,162
-14:10,HCO3,24
-14:10,Mg,1.9
-14:10,K,3.8
-14:10,Na,167
-15:00,DiasABP,72
-15:00,HR,83
-15:00,MAP,99
-15:00,RespRate,21
-15:00,SysABP,156
-15:00,Temp,37.9
-15:00,Urine,110
-15:00,Weight,66.3
-16:00,DiasABP,76
-16:00,HR,83
-16:00,MAP,105
-16:00,RespRate,21
-16:00,SysABP,157
-16:00,Urine,60
-16:00,Weight,66.3
-17:00,DiasABP,81
-17:00,HR,87
-17:00,MAP,114
-17:00,RespRate,24
-17:00,SysABP,167
-17:00,Urine,80
-17:00,Weight,66.3
-18:00,DiasABP,78
-18:00,HR,88
-18:00,MAP,110
-18:00,RespRate,30
-18:00,SysABP,161
-18:00,Weight,66.3
-18:21,Creatinine,2.5
-18:21,Na,162
-19:00,DiasABP,82
-19:00,GCS,14
-19:00,HR,91
-19:00,MAP,113
-19:00,RespRate,33
-19:00,SysABP,164
-19:00,Temp,37.8
-19:00,Urine,110
-19:00,Weight,66.3
-20:00,DiasABP,83
-20:00,HR,89
-20:00,MAP,118
-20:00,RespRate,39
-20:00,SysABP,174
-20:00,Urine,70
-20:00,Weight,66.3
-21:00,DiasABP,74
-21:00,HR,81
-21:00,MAP,102
-21:00,RespRate,27
-21:00,SysABP,154
-21:00,Urine,140
-21:00,Weight,66.3
-22:00,DiasABP,73
-22:00,HR,83
-22:00,MAP,102
-22:00,RespRate,36
-22:00,SysABP,156
-22:00,Weight,66.3
-22:27,Creatinine,2.5
-22:27,K,4.1
-22:27,Na,157
-23:00,DiasABP,66
-23:00,HR,78
-23:00,MAP,91
-23:00,RespRate,25
-23:00,SysABP,146
-23:00,Temp,38.3
-23:00,Urine,110
-23:00,Weight,66.3
-24:00,DiasABP,75
-24:00,HR,82
-24:00,MAP,105
-24:00,RespRate,35
-24:00,SysABP,160
-24:00,Urine,100
-24:00,Weight,66.3
-25:00,DiasABP,76
-25:00,GCS,14
-25:00,HR,85
-25:00,MAP,108
-25:00,RespRate,28
-25:00,SysABP,164
-25:00,Urine,120
-25:00,Weight,66.3
-25:56,Creatinine,2.6
-25:56,K,3.7
-25:56,Na,155
-26:00,DiasABP,78
-26:00,HR,80
-26:00,MAP,109
-26:00,RespRate,35
-26:00,SysABP,172
-26:00,Weight,66.3
-27:00,DiasABP,74
-27:00,GCS,15
-27:00,HR,85
-27:00,MAP,104
-27:00,RespRate,27
-27:00,SysABP,165
-27:00,Temp,38.6
-27:00,Urine,180
-27:00,Weight,66.3
-28:00,DiasABP,66
-28:00,HR,71
-28:00,MAP,90
-28:00,RespRate,25
-28:00,SysABP,144
-28:00,Weight,66.3
-29:00,DiasABP,67
-29:00,HR,81
-29:00,MAP,94
-29:00,RespRate,26
-29:00,SysABP,154
-29:00,Urine,240
-29:00,Weight,66.3
-30:00,DiasABP,70
-30:00,HR,89
-30:00,MAP,100
-30:00,RespRate,33
-30:00,SysABP,163
-30:00,Urine,170
-30:00,Weight,66.3
-31:00,Creatinine,2.6
-31:00,DiasABP,65
-31:00,GCS,15
-31:00,HR,86
-31:00,MAP,94
-31:00,K,3.6
-31:00,Na,150
-31:00,RespRate,39
-31:00,SysABP,156
-31:00,Temp,38.6
-31:00,Urine,160
-31:00,Weight,66.3
-32:00,DiasABP,64
-32:00,HR,87
-32:00,MAP,92
-32:00,RespRate,36
-32:00,SysABP,154
-32:00,Weight,66.3
-33:00,DiasABP,65
-33:00,HR,87
-33:00,MAP,94
-33:00,RespRate,27
-33:00,SysABP,157
-33:00,Urine,340
-33:00,Weight,66.3
-34:00,DiasABP,67
-34:00,HR,79
-34:00,MAP,94
-34:00,RespRate,30
-34:00,SysABP,148
-34:00,Weight,66.3
-35:00,DiasABP,60
-35:00,HR,79
-35:00,MAP,86
-35:00,RespRate,33
-35:00,SysABP,145
-35:00,Temp,37.9
-35:00,Urine,380
-35:00,Weight,66.3
-36:00,BUN,47
-36:00,Creatinine,2.6
-36:00,DiasABP,79
-36:00,Glucose,110
-36:00,HCO3,20
-36:00,HCT,30.2
-36:00,HR,83
-36:00,Mg,1.7
-36:00,MAP,109
-36:00,Platelets,81
-36:00,K,4.1
-36:00,Na,153
-36:00,RespRate,32
-36:00,SysABP,163
-36:00,WBC,10.3
-36:00,Weight,66.3
-37:00,DiasABP,74
-37:00,HR,79
-37:00,MAP,102
-37:00,RespRate,27
-37:00,SysABP,159
-37:00,Urine,500
-37:00,Weight,66.3
-38:00,DiasABP,70
-38:00,HR,79
-38:00,MAP,99
-38:00,RespRate,26
-38:00,SysABP,159
-38:00,Weight,66.3
-39:00,DiasABP,77
-39:00,HR,87
-39:00,MAP,109
-39:00,RespRate,26
-39:00,SysABP,171
-39:00,Temp,37.9
-39:00,Urine,350
-39:00,Weight,66.3
-40:00,DiasABP,78
-40:00,HR,87
-40:00,MAP,110
-40:00,RespRate,38
-40:00,SysABP,169
-40:00,Urine,450
-40:00,Weight,66.3
-41:00,DiasABP,82
-41:00,HR,89
-41:00,MAP,174
-41:00,RespRate,28
-41:00,SysABP,180
-41:00,Urine,400
-41:00,Weight,66.3
-41:05,Creatinine,2.4
-41:05,K,4.1
-41:05,Na,155
-42:00,DiasABP,72
-42:00,HR,79
-42:00,MAP,100
-42:00,RespRate,29
-42:00,SysABP,158
-42:00,Urine,120
-42:00,Weight,66.3
-43:00,DiasABP,79
-43:00,HR,82
-43:00,MAP,102
-43:00,RespRate,26
-43:00,SysABP,146
-43:00,Temp,38.1
-43:00,Urine,240
-43:00,Weight,66.3
-44:00,DiasABP,75
-44:00,HR,85
-44:00,MAP,105
-44:00,RespRate,26
-44:00,SysABP,163
-44:00,Urine,200
-44:00,Weight,67.1
-45:00,Creatinine,2.4
-45:00,DiasABP,72
-45:00,HR,87
-45:00,MAP,102
-45:00,K,4.4
-45:00,Na,153
-45:00,RespRate,30
-45:00,SysABP,159
-45:00,Temp,37.9
-45:00,Urine,430
-45:00,Weight,67.1
-46:00,DiasABP,114
-46:00,HR,94
-46:00,MAP,144
-46:00,RespRate,33
-46:00,SysABP,176
-46:00,Urine,250
-46:00,Weight,67.1
-47:00,DiasABP,74
-47:00,HR,96
-47:00,MAP,108
-47:00,RespRate,41
-47:00,SysABP,167
-47:00,Urine,250
-47:00,Weight,67.1
-48:00,DiasABP,63
-48:00,HR,88
-48:00,MAP,89
-48:00,RespRate,24
-48:00,SysABP,140
-48:00,Temp,37.7
-48:00,Urine,280
-48:00,Weight,67.1
diff --git a/data/set-a/132582.txt b/data/set-a/132582.txt
deleted file mode 100644
index 5674d24d8c3ca7588184ecbfa2bbd73fc550ca42..0000000000000000000000000000000000000000
--- a/data/set-a/132582.txt
+++ /dev/null
@@ -1,442 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132582
-00:00,Age,84
-00:00,Gender,1
-00:00,Height,182.9
-00:00,ICUType,3
-00:00,Weight,82.5
-01:22,GCS,15
-01:22,HR,101
-01:22,NIDiasABP,57
-01:22,NIMAP,78
-01:22,NISysABP,120
-01:22,RespRate,18
-01:22,Temp,36.3
-01:22,Urine,200
-01:27,HR,100
-01:27,RespRate,27
-01:37,HR,89
-01:37,RespRate,27
-01:37,Weight,82.5
-01:52,HR,95
-01:52,NIDiasABP,24
-01:52,NIMAP,52.67
-01:52,NISysABP,110
-01:52,RespRate,15
-01:52,Weight,82.5
-02:07,HR,98
-02:07,NIDiasABP,35
-02:07,NIMAP,60
-02:07,NISysABP,110
-02:07,RespRate,15
-02:07,Weight,82.5
-02:22,HR,105
-02:22,NIDiasABP,32
-02:22,NIMAP,56.67
-02:22,NISysABP,106
-02:22,RespRate,24
-02:22,Weight,82.5
-02:37,HR,90
-02:37,NIDiasABP,33
-02:37,NIMAP,61.67
-02:37,NISysABP,119
-02:37,RespRate,20
-02:37,Weight,82.5
-02:52,GCS,14
-02:52,HR,92
-02:52,NIDiasABP,31
-02:52,NIMAP,56.33
-02:52,NISysABP,107
-02:52,RespRate,18
-02:52,Temp,35.4
-02:52,Urine,40
-02:52,Weight,82.5
-03:07,HR,85
-03:07,NIDiasABP,37
-03:07,NIMAP,58.33
-03:07,NISysABP,101
-03:07,RespRate,14
-03:07,Weight,82.5
-03:22,HR,84
-03:22,NIDiasABP,39
-03:22,NIMAP,60.67
-03:22,NISysABP,104
-03:22,RespRate,14
-03:22,Weight,82.5
-03:52,HR,91
-03:52,NIDiasABP,34
-03:52,NIMAP,56
-03:52,NISysABP,100
-03:52,RespRate,14
-03:52,Weight,82.5
-04:22,HR,94
-04:22,NIDiasABP,38
-04:22,NIMAP,60.33
-04:22,NISysABP,105
-04:22,RespRate,20
-04:22,Weight,82.5
-04:49,BUN,31
-04:49,Creatinine,1.1
-04:49,Glucose,170
-04:49,HCT,29.6
-04:49,Mg,2
-04:49,Platelets,164
-04:49,K,4.2
-04:49,Na,142
-04:49,WBC,5.3
-04:52,HR,95
-04:52,NIDiasABP,37
-04:52,NIMAP,57
-04:52,NISysABP,97
-04:52,RespRate,16
-04:52,Temp,36.3
-04:52,Urine,45
-04:52,Weight,82.5
-05:22,HR,91
-05:22,NIDiasABP,44
-05:22,NIMAP,69.33
-05:22,NISysABP,120
-05:22,RespRate,13
-05:22,Weight,82.5
-05:52,HR,90
-05:52,NIDiasABP,45
-05:52,NIMAP,68.67
-05:52,NISysABP,116
-05:52,RespRate,14
-05:52,Weight,82.5
-06:52,GCS,14
-06:52,HR,93
-06:52,NIDiasABP,49
-06:52,NIMAP,71.67
-06:52,NISysABP,117
-06:52,RespRate,15
-06:52,Urine,40
-06:52,Weight,82.5
-07:52,HR,98
-07:52,NIDiasABP,42
-07:52,NIMAP,60.67
-07:52,NISysABP,98
-07:52,RespRate,14
-07:52,Urine,40
-07:52,Weight,82.5
-08:52,HR,93
-08:52,NIDiasABP,43
-08:52,NIMAP,64
-08:52,NISysABP,106
-08:52,RespRate,16
-08:52,Temp,36.7
-08:52,Urine,30
-08:52,Weight,82.5
-09:52,HR,83
-09:52,NIDiasABP,41
-09:52,NIMAP,59.33
-09:52,NISysABP,96
-09:52,RespRate,17
-09:52,Urine,35
-09:52,Weight,82.5
-10:18,Albumin,2.6
-10:18,BUN,29
-10:18,Creatinine,1.1
-10:18,Glucose,154
-10:18,HCO3,28
-10:18,HCT,27.6
-10:18,Mg,1.8
-10:18,Platelets,160
-10:18,K,4.1
-10:18,Na,140
-10:18,WBC,4.8
-10:52,GCS,15
-10:52,HR,97
-10:52,NIDiasABP,44
-10:52,NIMAP,61.67
-10:52,NISysABP,97
-10:52,RespRate,14
-10:52,Weight,82.5
-11:52,HR,98
-11:52,NIDiasABP,44
-11:52,NIMAP,61.67
-11:52,NISysABP,97
-11:52,RespRate,14
-11:52,Temp,36.7
-11:52,Urine,30
-11:52,Weight,82.5
-12:52,HR,97
-12:52,NIDiasABP,45
-12:52,NIMAP,62.67
-12:52,NISysABP,98
-12:52,RespRate,15
-12:52,Urine,25
-12:52,Weight,82.5
-14:52,GCS,15
-14:52,HR,96
-14:52,NIDiasABP,39
-14:52,NIMAP,58.67
-14:52,NISysABP,98
-14:52,RespRate,16
-14:52,Temp,36.9
-14:52,Urine,60
-14:52,Weight,82.5
-15:18,HCT,25.8
-15:18,Platelets,150
-15:18,WBC,3.3
-15:52,HR,104
-15:52,NIDiasABP,41
-15:52,NIMAP,62
-15:52,NISysABP,104
-15:52,RespRate,26
-15:52,Urine,25
-15:52,Weight,82.5
-16:52,HR,97
-16:52,NIDiasABP,41
-16:52,NIMAP,61.67
-16:52,NISysABP,103
-16:52,RespRate,16
-16:52,Urine,30
-16:52,Weight,82.5
-17:22,HR,100
-17:22,NIDiasABP,45
-17:22,NIMAP,62
-17:22,NISysABP,96
-17:22,RespRate,23
-17:22,Temp,36.7
-17:22,Weight,82.5
-17:52,HR,102
-17:52,NIDiasABP,45
-17:52,NIMAP,62
-17:52,NISysABP,96
-17:52,RespRate,21
-17:52,Urine,22
-17:52,Weight,82.5
-18:52,GCS,15
-18:52,HR,99
-18:52,NIDiasABP,51
-18:52,NIMAP,67
-18:52,NISysABP,99
-18:52,RespRate,21
-18:52,Temp,36.3
-18:52,Urine,60
-18:52,Weight,82.5
-19:52,HR,99
-19:52,NIDiasABP,47
-19:52,NIMAP,67
-19:52,NISysABP,107
-19:52,RespRate,18
-19:52,Weight,82.5
-20:52,HR,89
-20:52,NIDiasABP,39
-20:52,NIMAP,60.33
-20:52,NISysABP,103
-20:52,RespRate,24
-20:52,Urine,90
-20:52,Weight,82.5
-21:05,HCT,31
-21:05,Platelets,165
-21:05,WBC,4.5
-21:52,HR,85
-21:52,NIDiasABP,36
-21:52,NIMAP,59
-21:52,NISysABP,105
-21:52,RespRate,22
-21:52,Weight,82.5
-22:52,GCS,15
-22:52,HR,99
-22:52,NIDiasABP,43
-22:52,NIMAP,63
-22:52,NISysABP,103
-22:52,RespRate,22
-22:52,Temp,36.1
-22:52,Urine,60
-22:52,Weight,82.5
-23:52,HR,94
-23:52,NIDiasABP,53
-23:52,NIMAP,75.67
-23:52,NISysABP,121
-23:52,RespRate,26
-23:52,Urine,25
-23:52,Weight,82.5
-24:52,HR,103
-24:52,NIDiasABP,55
-24:52,NIMAP,76.67
-24:52,NISysABP,120
-24:52,RespRate,9
-24:52,Urine,20
-24:52,Weight,82.5
-25:27,HCT,29.9
-25:52,HR,101
-25:52,NIDiasABP,45
-25:52,NIMAP,69
-25:52,NISysABP,117
-25:52,RespRate,31
-25:52,Weight,82.5
-26:52,GCS,15
-26:52,HR,100
-26:52,NIDiasABP,47
-26:52,NIMAP,72
-26:52,NISysABP,122
-26:52,RespRate,29
-26:52,Temp,36.2
-26:52,Urine,80
-26:52,Weight,82.5
-27:52,HR,101
-27:52,NIDiasABP,42
-27:52,NIMAP,66.33
-27:52,NISysABP,115
-27:52,RespRate,24
-27:52,Urine,30
-27:52,Weight,82.5
-27:59,BUN,31
-27:59,Creatinine,1.1
-27:59,Glucose,154
-27:59,HCO3,27
-27:59,Mg,2.5
-27:59,K,4.2
-27:59,Na,142
-28:52,HR,108
-28:52,NIDiasABP,42
-28:52,NIMAP,63.33
-28:52,NISysABP,106
-28:52,RespRate,22
-28:52,Weight,82.5
-29:12,HCT,28.3
-29:52,HR,100
-29:52,NIDiasABP,49
-29:52,NIMAP,69.33
-29:52,NISysABP,110
-29:52,RespRate,19
-29:52,Urine,80
-29:52,Weight,82.5
-30:52,GCS,15
-30:52,HR,89
-30:52,NIDiasABP,40
-30:52,NIMAP,64.33
-30:52,NISysABP,113
-30:52,RespRate,21
-30:52,Temp,37.2
-30:52,Urine,20
-30:52,Weight,82.5
-31:52,HR,99
-31:52,NIDiasABP,42
-31:52,NIMAP,65.33
-31:52,NISysABP,112
-31:52,RespRate,16
-31:52,Weight,82.5
-32:52,BUN,32
-32:52,Creatinine,1.1
-32:52,Glucose,182
-32:52,HCO3,27
-32:52,HCT,27.7
-32:52,HR,99
-32:52,Mg,2.4
-32:52,NIDiasABP,45
-32:52,NIMAP,65.67
-32:52,NISysABP,107
-32:52,Platelets,145
-32:52,K,4.1
-32:52,Na,141
-32:52,RespRate,19
-32:52,Urine,40
-32:52,WBC,3.3
-32:52,Weight,82.5
-33:52,HR,99
-33:52,NIDiasABP,49
-33:52,NIMAP,69.67
-33:52,NISysABP,111
-33:52,RespRate,17
-33:52,Urine,30
-33:52,Weight,82.5
-34:52,GCS,15
-34:52,HR,101
-34:52,NIDiasABP,60
-34:52,NIMAP,78.33
-34:52,NISysABP,115
-34:52,RespRate,22
-34:52,Temp,36.8
-34:52,Urine,80
-34:52,Weight,82.5
-35:52,HR,95
-35:52,NIDiasABP,53
-35:52,NIMAP,73
-35:52,NISysABP,113
-35:52,RespRate,21
-35:52,Urine,35
-35:52,Weight,82.5
-36:52,HR,94
-36:52,NIDiasABP,47
-36:52,NIMAP,72.67
-36:52,NISysABP,124
-36:52,RespRate,27
-36:52,Urine,40
-36:52,Weight,82.5
-37:03,HCT,28.9
-38:52,GCS,15
-38:52,HR,91
-38:52,NIDiasABP,38
-38:52,NIMAP,65
-38:52,NISysABP,119
-38:52,RespRate,18
-38:52,Temp,36.2
-38:52,Urine,140
-38:52,Weight,82.5
-39:52,HR,92
-39:52,NIDiasABP,48
-39:52,NIMAP,74.33
-39:52,NISysABP,127
-39:52,RespRate,17
-39:52,Weight,82.5
-40:50,HCT,29.7
-40:52,HR,91
-40:52,NIDiasABP,50
-40:52,NIMAP,73
-40:52,NISysABP,119
-40:52,RespRate,22
-40:52,Urine,60
-40:52,Weight,82.5
-41:52,HR,91
-41:52,NIDiasABP,44
-41:52,NIMAP,72.33
-41:52,NISysABP,129
-41:52,Urine,60
-41:52,Weight,82.5
-42:52,GCS,15
-42:52,HR,92
-42:52,NIDiasABP,50
-42:52,NIMAP,66.33
-42:52,NISysABP,99
-42:52,Temp,36.1
-42:52,Weight,82.5
-43:52,HR,77
-43:52,NIDiasABP,42
-43:52,NIMAP,65.33
-43:52,NISysABP,112
-43:52,RespRate,27
-43:52,Urine,50
-43:52,Weight,82.5
-44:52,HR,78
-44:52,NIDiasABP,47
-44:52,NIMAP,72
-44:52,NISysABP,122
-44:52,RespRate,20
-44:52,Urine,40
-44:52,Weight,82.5
-45:52,HR,82
-45:52,NIDiasABP,56
-45:52,NIMAP,79.67
-45:52,NISysABP,127
-45:52,RespRate,27
-45:52,Weight,82.5
-46:52,GCS,15
-46:52,HR,79
-46:52,NIDiasABP,53
-46:52,NIMAP,81.33
-46:52,NISysABP,138
-46:52,RespRate,25
-46:52,Temp,36.1
-46:52,Urine,80
-46:52,Weight,82.5
-47:52,HR,83
-47:52,NIDiasABP,51
-47:52,NIMAP,77.33
-47:52,NISysABP,130
-47:52,RespRate,15
-47:52,Urine,60
-47:52,Weight,82.5
diff --git a/data/set-a/132584.txt b/data/set-a/132584.txt
deleted file mode 100644
index da4a7c32b6747aca743112504da28a1c7ac9bce1..0000000000000000000000000000000000000000
--- a/data/set-a/132584.txt
+++ /dev/null
@@ -1,473 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132584
-00:00,Age,78
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,72.8
-00:14,FiO2,1
-00:14,GCS,3
-00:14,HR,124
-00:14,MechVent,1
-00:14,NIDiasABP,75
-00:14,NIMAP,97.67
-00:14,NISysABP,143
-00:14,Temp,36.3
-00:29,HR,122
-00:29,NIDiasABP,49
-00:29,NIMAP,72
-00:29,NISysABP,118
-00:29,Urine,50
-01:14,Albumin,2.2
-01:14,ALP,48
-01:14,ALT,10
-01:14,AST,13
-01:14,Bilirubin,0.9
-01:14,BUN,16
-01:14,Cholesterol,84
-01:14,Creatinine,0.9
-01:14,DiasABP,0
-01:14,Glucose,204
-01:14,HCO3,19
-01:14,HCT,15.1
-01:14,HR,93
-01:14,Mg,1.3
-01:14,NIDiasABP,46
-01:14,NIMAP,63.33
-01:14,NISysABP,98
-01:14,Platelets,143
-01:14,K,3.5
-01:14,Na,148
-01:14,SysABP,0
-01:14,WBC,31.7
-01:29,DiasABP,0
-01:29,HR,112
-01:29,MAP,95
-01:29,NIDiasABP,63
-01:29,NIMAP,87.33
-01:29,NISysABP,136
-01:29,SysABP,0
-01:44,DiasABP,8
-01:44,HR,108
-01:44,MAP,13
-01:44,NIDiasABP,56
-01:44,NIMAP,81.67
-01:44,NISysABP,133
-01:44,SysABP,19
-01:55,FiO2,1
-01:55,MechVent,1
-02:41,pH,7.1
-02:41,PaCO2,56
-02:41,PaO2,117
-04:19,pH,7.1
-04:19,PaCO2,56
-04:19,PaO2,112
-04:44,GCS,9
-04:48,MechVent,1
-04:49,DiasABP,0
-04:49,HR,76
-04:49,NIDiasABP,102
-04:49,NIMAP,121.7
-04:49,NISysABP,161
-04:49,SysABP,0
-04:49,Temp,34.3
-04:49,Urine,1900
-05:14,HR,81
-05:14,NIDiasABP,76
-05:14,NIMAP,102
-05:14,NISysABP,154
-05:44,HR,53
-05:44,NIDiasABP,64
-05:44,NIMAP,90.33
-05:44,NISysABP,143
-06:14,HR,120
-06:14,NIDiasABP,89
-06:14,NIMAP,118.3
-06:14,NISysABP,177
-06:14,Urine,220
-06:29,HR,98
-06:29,NIDiasABP,129
-06:29,NIMAP,144.3
-06:29,NISysABP,175
-06:43,BUN,14
-06:43,Creatinine,0.9
-06:43,Glucose,176
-06:43,HCO3,16
-06:43,HCT,35.2
-06:43,Mg,1.3
-06:43,Platelets,64
-06:43,K,4
-06:43,Na,149
-06:43,TroponinT,0.03
-06:43,WBC,40.3
-07:14,FiO2,1
-07:14,HR,61
-07:14,MechVent,1
-07:14,NIDiasABP,50
-07:14,NIMAP,68.33
-07:14,NISysABP,105
-07:14,Urine,65
-07:59,HR,67
-07:59,NIDiasABP,56
-07:59,NIMAP,64.33
-07:59,NISysABP,81
-08:14,HR,65
-08:14,NIDiasABP,44
-08:14,NIMAP,57
-08:14,NISysABP,83
-08:14,Temp,35.6
-08:14,Urine,55
-08:34,HR,87
-08:34,NIDiasABP,47
-08:34,NIMAP,69.33
-08:34,NISysABP,114
-08:39,HR,85
-08:39,NIDiasABP,48
-08:39,NIMAP,67
-08:39,NISysABP,105
-08:54,HR,84
-08:54,NIDiasABP,47
-08:54,NIMAP,66
-08:54,NISysABP,104
-09:14,DiasABP,77
-09:14,HR,107
-09:14,MAP,97
-09:14,NIDiasABP,52
-09:14,NIMAP,70
-09:14,NISysABP,106
-09:14,SysABP,130
-09:14,Urine,80
-09:27,pH,7.19
-09:27,PaCO2,37
-09:27,PaO2,191
-09:44,HCT,32.3
-09:44,WBC,31.9
-09:54,FiO2,0.8
-09:59,DiasABP,64
-09:59,MAP,81
-09:59,SysABP,108
-10:14,Albumin,2.5
-10:14,ALP,51
-10:14,ALT,10
-10:14,AST,20
-10:14,Bilirubin,1.6
-10:14,BUN,15
-10:14,Creatinine,0.9
-10:14,DiasABP,60
-10:14,GCS,10
-10:14,Glucose,148
-10:14,HCO3,14
-10:14,HR,106
-10:14,Mg,2
-10:14,MAP,76
-10:14,K,3.8
-10:14,Na,148
-10:14,SysABP,103
-10:14,Temp,37
-10:14,TroponinT,0.24
-10:14,Urine,55
-11:06,Lactate,1.9
-11:14,DiasABP,53
-11:14,HR,90
-11:14,MAP,68
-11:14,SysABP,92
-11:14,Urine,38
-11:40,pH,7.24
-11:40,PaCO2,34
-11:40,PaO2,90
-11:59,FiO2,0.8
-11:59,MechVent,1
-12:14,DiasABP,51
-12:14,HR,79
-12:14,MAP,65
-12:14,SysABP,88
-12:14,Urine,90
-12:40,Lactate,1.7
-13:14,DiasABP,54
-13:14,HR,84
-13:14,MAP,70
-13:14,SysABP,94
-13:51,HCT,36.9
-14:14,DiasABP,51
-14:14,GCS,10
-14:14,HR,83
-14:14,MAP,70
-14:14,SysABP,100
-14:14,Temp,37.4
-14:14,Urine,180
-15:14,DiasABP,56
-15:14,HR,74
-15:14,MAP,75
-15:14,SysABP,108
-15:14,Urine,65
-15:24,BUN,17
-15:24,Creatinine,1.1
-15:24,Glucose,123
-15:24,HCO3,14
-15:24,HCT,35.5
-15:24,Mg,1.7
-15:24,Platelets,61
-15:24,K,4.2
-15:24,Na,148
-15:24,WBC,23
-15:28,FiO2,0.8
-15:28,MechVent,1
-15:32,pH,7.28
-15:32,PaCO2,29
-15:32,PaO2,163
-16:14,DiasABP,67
-16:14,HR,77
-16:14,MAP,79
-16:14,SysABP,96
-16:14,Temp,37.4
-16:14,Urine,110
-16:32,Lactate,1.4
-16:59,DiasABP,59
-16:59,HR,68
-16:59,MAP,70
-16:59,SysABP,98
-16:59,Temp,37.4
-17:14,DiasABP,55
-17:14,HR,69
-17:14,MAP,68
-17:14,SysABP,97
-17:14,Temp,37.3
-17:14,Urine,80
-18:14,DiasABP,51
-18:14,GCS,10
-18:14,HR,64
-18:14,MAP,67
-18:14,SysABP,93
-18:14,Temp,37.4
-18:14,Urine,150
-18:44,FiO2,0.7
-18:44,MechVent,1
-19:14,DiasABP,53
-19:14,HR,69
-19:14,MAP,72
-19:14,SysABP,103
-19:14,Temp,37.2
-19:14,Urine,70
-19:28,pH,7.31
-19:28,PaCO2,32
-19:28,PaO2,138
-20:14,DiasABP,63
-20:14,HR,71
-20:14,MAP,86
-20:14,SysABP,122
-20:14,Temp,37.3
-20:54,FiO2,0.6
-21:14,DiasABP,68
-21:14,HR,85
-21:14,MAP,96
-21:14,SysABP,137
-21:14,Temp,37.4
-21:14,Urine,160
-22:14,DiasABP,69
-22:14,GCS,11
-22:14,HR,72
-22:14,MAP,89
-22:14,SysABP,117
-22:14,Temp,37.3
-22:14,Urine,120
-22:46,pH,7.31
-22:46,PaCO2,29
-22:46,PaO2,83
-23:14,BUN,21
-23:14,Creatinine,1.2
-23:14,DiasABP,65
-23:14,FiO2,0.6
-23:14,Glucose,118
-23:14,HCO3,14
-23:14,HCT,39.3
-23:14,HR,70
-23:14,Mg,2
-23:14,MAP,86
-23:14,MechVent,1
-23:14,Platelets,49
-23:14,K,3.9
-23:14,Na,146
-23:14,SysABP,116
-23:14,TroponinT,0.31
-23:14,WBC,17.6
-23:46,Lactate,1.1
-24:14,DiasABP,64
-24:14,HR,92
-24:14,MAP,89
-24:14,SysABP,126
-24:14,Urine,200
-25:14,DiasABP,57
-25:14,HR,66
-25:14,MAP,79
-25:14,SysABP,111
-26:14,DiasABP,59
-26:14,FiO2,0.6
-26:14,GCS,11
-26:14,HR,66
-26:14,MAP,82
-26:14,MechVent,1
-26:14,SysABP,116
-26:14,Temp,37.4
-26:14,Urine,200
-27:14,DiasABP,116
-27:14,HR,92
-27:14,MAP,122
-27:14,SysABP,128
-27:14,Urine,120
-28:14,DiasABP,104
-28:14,HR,72
-28:14,MAP,109
-28:14,SysABP,114
-28:14,Urine,110
-29:14,DiasABP,102
-29:14,HR,70
-29:14,MAP,109
-29:14,SysABP,115
-29:40,MechVent,1
-30:14,DiasABP,77
-30:14,GCS,11
-30:14,HR,78
-30:14,MAP,267
-30:14,SysABP,112
-30:14,Temp,37.6
-30:14,Urine,160
-30:41,pH,7.32
-30:41,PaCO2,30
-30:41,PaO2,99
-31:14,DiasABP,68
-31:14,FiO2,0.6
-31:14,HCT,36
-31:14,HR,80
-31:14,MAP,93
-31:14,MechVent,1
-31:14,Platelets,52
-31:14,SysABP,130
-31:14,Urine,100
-31:14,WBC,15.9
-31:41,Lactate,0.9
-31:56,pH,7.34
-31:56,PaCO2,30
-31:56,PaO2,141
-32:12,MechVent,1
-32:14,DiasABP,63
-32:14,HR,80
-32:14,MAP,91
-32:14,SysABP,129
-32:14,Urine,120
-32:51,MechVent,1
-32:56,Lactate,0.9
-33:14,BUN,22
-33:14,Creatinine,1.2
-33:14,DiasABP,62
-33:14,Glucose,193
-33:14,HCO3,16
-33:14,HR,93
-33:14,Mg,1.8
-33:14,MAP,89
-33:14,K,4.3
-33:14,Na,146
-33:14,SysABP,126
-33:14,Urine,70
-34:03,FiO2,0.4
-34:14,DiasABP,54
-34:14,HR,74
-34:14,MAP,79
-34:14,SysABP,116
-34:53,pH,7.36
-34:53,PaCO2,28
-34:53,PaO2,62
-35:14,DiasABP,60
-35:14,FiO2,0.5
-35:14,GCS,11
-35:14,HR,78
-35:14,MAP,87
-35:14,MechVent,1
-35:14,SysABP,125
-35:14,Temp,37.4
-35:14,Urine,180
-35:53,Lactate,0.8
-36:14,DiasABP,68
-36:14,HR,121
-36:14,MAP,90
-36:14,SysABP,118
-36:14,Urine,110
-36:36,HCT,36.1
-36:36,Platelets,55
-36:36,WBC,15.1
-37:14,DiasABP,63
-37:14,HR,98
-37:14,MAP,88
-37:14,SysABP,121
-38:14,DiasABP,68
-38:14,GCS,11
-38:14,HR,109
-38:14,MAP,95
-38:14,SysABP,129
-38:14,Temp,37.2
-38:14,Urine,150
-39:14,DiasABP,50
-39:14,HR,90
-39:14,MAP,66
-39:14,SysABP,93
-39:14,Urine,100
-39:41,FiO2,0.5
-39:41,MechVent,1
-40:14,DiasABP,48
-40:14,HR,65
-40:14,MAP,66
-40:14,SysABP,93
-40:14,Urine,80
-41:14,DiasABP,73
-41:14,HR,99
-41:14,MAP,97
-41:14,SysABP,130
-41:14,Urine,110
-42:14,BUN,24
-42:14,Creatinine,1.4
-42:14,DiasABP,57
-42:14,GCS,11
-42:14,Glucose,137
-42:14,HCO3,17
-42:14,HCT,33.8
-42:14,HR,70
-42:14,Mg,2.2
-42:14,MAP,75
-42:14,Platelets,63
-42:14,K,3.7
-42:14,Na,149
-42:14,SysABP,99
-42:14,Temp,37.2
-42:14,Urine,100
-42:14,WBC,12.9
-43:14,DiasABP,67
-43:14,FiO2,0.5
-43:14,HR,80
-43:14,MAP,92
-43:14,MechVent,1
-43:14,SysABP,130
-43:14,Urine,100
-44:14,DiasABP,57
-44:14,HR,87
-44:14,MAP,79
-44:14,SysABP,116
-44:14,Urine,80
-45:14,DiasABP,57
-45:14,HR,69
-45:14,MAP,75
-45:14,SysABP,96
-46:14,DiasABP,76
-46:14,GCS,11
-46:14,HR,105
-46:14,MAP,106
-46:14,SysABP,143
-46:14,Temp,37.2
-46:14,Urine,160
-47:14,DiasABP,55
-47:14,FiO2,0.5
-47:14,HR,73
-47:14,MAP,78
-47:14,MechVent,1
-47:14,SysABP,112
-47:27,pH,7.39
-47:27,PaCO2,28
-47:27,PaO2,86
diff --git a/data/set-a/132585.txt b/data/set-a/132585.txt
deleted file mode 100644
index 97c3636df44d3c93a79205614c0ca71065cdf412..0000000000000000000000000000000000000000
--- a/data/set-a/132585.txt
+++ /dev/null
@@ -1,396 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132585
-00:00,Age,40
-00:00,Gender,0
-00:00,Height,165.1
-00:00,ICUType,2
-00:00,Weight,84.7
-01:48,pH,7.11
-01:48,PaO2,368
-02:03,pH,7.11
-02:03,PaCO2,86
-02:03,PaO2,359
-02:26,pH,7.27
-02:26,PaCO2,70
-02:26,PaO2,258
-03:08,Platelets,209
-03:12,pH,7.45
-03:12,PaCO2,37
-03:12,PaO2,329
-03:24,Urine,990
-03:39,GCS,3
-03:39,Urine,0
-03:39,Urine,260
-03:49,DiasABP,58
-03:49,FiO2,1
-03:49,HR,79
-03:49,MAP,73
-03:49,MechVent,1
-03:49,SysABP,94
-03:54,DiasABP,68
-03:54,HR,77
-03:54,MAP,84
-03:54,SysABP,109
-03:54,Temp,35.7
-04:04,BUN,10
-04:04,Creatinine,0.5
-04:04,HCO3,27
-04:04,HCT,25
-04:04,Mg,2.2
-04:04,Platelets,195
-04:09,DiasABP,80
-04:09,HR,75
-04:09,MAP,101
-04:09,SysABP,131
-04:09,Urine,30
-04:24,pH,7.4
-04:24,DiasABP,81
-04:24,HR,76
-04:24,MAP,102
-04:24,PaCO2,42
-04:24,PaO2,382
-04:24,SysABP,132
-04:39,DiasABP,81
-04:39,FiO2,0.5
-04:39,HR,76
-04:39,MAP,101
-04:39,SysABP,133
-04:39,Temp,35.9
-04:39,Urine,170
-04:54,DiasABP,85
-04:54,HR,78
-04:54,MAP,103
-04:54,SysABP,140
-05:09,DiasABP,79
-05:09,HR,81
-05:09,MAP,95
-05:09,SysABP,131
-05:09,Temp,36.3
-05:24,DiasABP,62
-05:24,HR,75
-05:24,MAP,74
-05:24,SysABP,106
-05:28,pH,7.36
-05:28,PaCO2,45
-05:28,PaO2,172
-05:28,SaO2,99
-05:39,DiasABP,60
-05:39,GCS,10
-05:39,HR,71
-05:39,MAP,73
-05:39,SysABP,109
-05:39,Temp,36.1
-05:39,Urine,260
-05:47,FiO2,0.4
-05:47,MechVent,1
-06:09,DiasABP,57
-06:09,HR,69
-06:09,MAP,70
-06:09,SysABP,94
-06:20,pH,7.34
-06:20,PaCO2,39
-06:20,PaO2,158
-06:20,SaO2,99
-06:39,DiasABP,63
-06:39,GCS,15
-06:39,HR,80
-06:39,MAP,76
-06:39,SysABP,94
-06:39,Temp,36.4
-06:39,Urine,120
-07:09,DiasABP,55
-07:09,HR,66
-07:09,MAP,69
-07:09,SysABP,93
-07:39,DiasABP,60
-07:39,HR,78
-07:39,MAP,72
-07:39,SysABP,91
-07:39,Urine,110
-07:54,pH,7.36
-07:54,PaCO2,43
-07:54,PaO2,113
-07:54,SaO2,98
-08:39,DiasABP,55
-08:39,HR,69
-08:39,MAP,66
-08:39,SysABP,84
-08:39,Urine,80
-09:39,DiasABP,68
-09:39,GCS,15
-09:39,HR,67
-09:39,MAP,85
-09:39,SysABP,112
-09:39,Temp,36.9
-09:39,Urine,100
-10:18,HCT,27.8
-10:34,pH,7.39
-10:39,DiasABP,63
-10:39,HR,74
-10:39,MAP,77
-10:39,SysABP,102
-10:39,Urine,100
-11:39,DiasABP,60
-11:39,HR,71
-11:39,MAP,74
-11:39,SysABP,97
-11:39,Urine,40
-12:39,DiasABP,58
-12:39,HR,71
-12:39,MAP,72
-12:39,SysABP,94
-13:39,DiasABP,69
-13:39,GCS,15
-13:39,HR,72
-13:39,MAP,84
-13:39,SysABP,109
-13:39,Temp,37.6
-13:39,Urine,160
-14:39,DiasABP,52
-14:39,HR,75
-14:39,MAP,64
-14:39,SysABP,83
-15:39,DiasABP,56
-15:39,HR,72
-15:39,MAP,67
-15:39,SysABP,89
-15:39,Urine,120
-16:39,DiasABP,52
-16:39,HR,73
-16:39,MAP,64
-16:39,SysABP,86
-16:39,Urine,60
-16:42,BUN,10
-16:42,Creatinine,0.6
-16:42,Glucose,114
-16:42,HCO3,26
-16:42,HCT,25.2
-16:42,Mg,1.5
-16:42,Platelets,303
-16:42,Na,138
-16:42,WBC,13
-17:09,pH,7.43
-17:39,DiasABP,54
-17:39,GCS,15
-17:39,HR,74
-17:39,MAP,66
-17:39,SysABP,91
-17:39,Urine,50
-18:39,DiasABP,53
-18:39,HR,75
-18:39,MAP,66
-18:39,NIDiasABP,38
-18:39,NIMAP,56
-18:39,NISysABP,92
-18:39,SysABP,88
-18:39,Temp,37.7
-18:39,Urine,50
-19:39,DiasABP,52
-19:39,HR,76
-19:39,MAP,65
-19:39,NIDiasABP,38
-19:39,NIMAP,56
-19:39,NISysABP,92
-19:39,SysABP,94
-19:39,Urine,30
-20:39,DiasABP,47
-20:39,HR,83
-20:39,MAP,59
-20:39,NIDiasABP,30
-20:39,NIMAP,47
-20:39,NISysABP,81
-20:39,SysABP,77
-20:39,Urine,20
-20:54,DiasABP,49
-20:54,HR,84
-20:54,MAP,63
-20:54,NIDiasABP,44
-20:54,NIMAP,58
-20:54,NISysABP,86
-20:54,SysABP,89
-21:39,DiasABP,55
-21:39,HR,71
-21:39,MAP,72
-21:39,SysABP,104
-22:39,DiasABP,56
-22:39,GCS,15
-22:39,HR,73
-22:39,MAP,74
-22:39,SysABP,106
-22:39,Temp,37.6
-22:39,Urine,280
-23:39,DiasABP,56
-23:39,HR,73
-23:39,MAP,75
-23:39,SysABP,108
-23:39,Urine,500
-24:09,Urine,400
-24:39,DiasABP,57
-24:39,HR,74
-24:39,MAP,77
-24:39,SysABP,111
-25:39,DiasABP,53
-25:39,GCS,15
-25:39,HR,78
-25:39,MAP,70
-25:39,SysABP,97
-25:39,Temp,37.7
-25:39,Urine,260
-26:09,Mg,2.1
-26:09,K,3.7
-26:39,DiasABP,46
-26:39,HR,86
-26:39,MAP,61
-26:39,SysABP,83
-26:39,Urine,60
-27:39,DiasABP,47
-27:39,GCS,15
-27:39,HR,80
-27:39,MAP,62
-27:39,SysABP,86
-27:39,Urine,160
-28:39,DiasABP,55
-28:39,HR,80
-28:39,MAP,71
-28:39,SysABP,100
-28:39,Urine,35
-29:39,DiasABP,51
-29:39,GCS,15
-29:39,HR,81
-29:39,MAP,64
-29:39,SysABP,90
-30:09,DiasABP,56
-30:09,HR,81
-30:09,MAP,72
-30:09,SysABP,104
-30:09,Temp,37
-30:09,Urine,35
-30:39,DiasABP,51
-30:39,HR,84
-30:39,MAP,63
-30:39,SysABP,90
-30:39,Urine,30
-31:39,DiasABP,57
-31:39,HR,87
-31:39,MAP,72
-31:39,SysABP,106
-31:39,Urine,20
-32:39,DiasABP,50
-32:39,HR,86
-32:39,MAP,61
-32:39,SysABP,80
-32:39,Urine,80
-33:39,DiasABP,49
-33:39,GCS,15
-33:39,HR,87
-33:39,MAP,64
-33:39,SysABP,97
-33:39,Temp,37.8
-33:39,Urine,45
-34:39,DiasABP,47
-34:39,HR,89
-34:39,MAP,61
-34:39,SysABP,96
-35:39,DiasABP,48
-35:39,HR,91
-35:39,MAP,62
-35:39,SysABP,95
-35:39,Urine,130
-36:39,DiasABP,48
-36:39,HR,92
-36:39,MAP,61
-36:39,SysABP,92
-37:39,DiasABP,57
-37:39,GCS,15
-37:39,HR,93
-37:39,MAP,72
-37:39,SysABP,109
-37:39,Temp,38.3
-37:39,Urine,120
-38:39,DiasABP,50
-38:39,HR,88
-38:39,MAP,63
-38:39,SysABP,90
-39:39,DiasABP,55
-39:39,HR,85
-39:39,MAP,68
-39:39,SysABP,98
-39:39,Urine,140
-40:39,DiasABP,53
-40:39,HR,84
-40:39,MAP,67
-40:39,SysABP,96
-40:39,Urine,80
-40:54,BUN,7
-40:54,Creatinine,0.5
-40:54,Glucose,96
-40:54,HCO3,28
-40:54,HCT,20.2
-40:54,Mg,1.8
-40:54,Platelets,228
-40:54,K,3.5
-40:54,Na,136
-40:54,WBC,9.6
-41:29,pH,7.44
-41:39,DiasABP,55
-41:39,GCS,15
-41:39,HR,83
-41:39,MAP,70
-41:39,SysABP,100
-41:39,Urine,40
-42:39,DiasABP,57
-42:39,HR,85
-42:39,MAP,73
-42:39,SysABP,105
-42:39,Temp,37.9
-42:39,Urine,50
-43:39,DiasABP,58
-43:39,HR,87
-43:39,MAP,76
-43:39,SysABP,116
-43:39,Urine,40
-44:09,DiasABP,71
-44:09,HR,96
-44:09,MAP,88
-44:09,SysABP,124
-44:39,DiasABP,50
-44:39,HR,101
-44:39,MAP,65
-44:39,MechVent,1
-44:39,SysABP,94
-44:39,Urine,120
-45:39,DiasABP,50
-45:39,GCS,15
-45:39,HR,96
-45:39,MAP,60
-45:39,NIDiasABP,47
-45:39,NIMAP,61
-45:39,NISysABP,89
-45:39,SysABP,90
-45:39,Temp,37.9
-45:39,Urine,120
-46:09,DiasABP,47
-46:09,HR,93
-46:09,MAP,60
-46:09,SysABP,89
-46:09,Urine,340
-46:09,Weight,90.7
-46:24,HCT,21.5
-46:39,DiasABP,48
-46:39,HR,93
-46:39,MAP,59
-46:39,NIDiasABP,44
-46:39,NIMAP,61
-46:39,NISysABP,95
-46:39,SysABP,92
-46:39,Urine,300
-46:39,Weight,90.7
-47:39,DiasABP,49
-47:39,HR,92
-47:39,MAP,62
-47:39,NIDiasABP,50
-47:39,NIMAP,62
-47:39,NISysABP,86
-47:39,SysABP,95
-47:39,Urine,380
-47:39,Weight,90.7
diff --git a/data/set-a/132588.txt b/data/set-a/132588.txt
deleted file mode 100644
index dc28b44f23993816e620bff0f808ebba847b1358..0000000000000000000000000000000000000000
--- a/data/set-a/132588.txt
+++ /dev/null
@@ -1,249 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132588
-00:00,Age,48
-00:00,Gender,0
-00:00,Height,154.9
-00:00,ICUType,3
-00:00,Weight,42.3
-01:09,GCS,15
-01:09,HR,115
-01:09,NIDiasABP,47
-01:09,NIMAP,65.33
-01:09,NISysABP,102
-01:09,Temp,38.4
-01:39,HR,114
-01:39,NIDiasABP,47
-01:39,NIMAP,65.33
-01:39,NISysABP,102
-01:39,RespRate,17
-02:39,HR,114
-02:39,RespRate,23
-03:39,HR,112
-03:39,RespRate,22
-04:22,Albumin,2
-04:22,ALP,202
-04:22,ALT,58
-04:22,AST,102
-04:22,Bilirubin,6.8
-04:22,BUN,7
-04:22,Creatinine,3.5
-04:22,Glucose,63
-04:22,HCO3,23
-04:22,HCT,26.2
-04:22,Mg,1.3
-04:22,Platelets,152
-04:22,K,3.5
-04:22,Na,140
-04:22,WBC,7
-05:39,GCS,15
-05:39,HR,112
-05:39,NIDiasABP,33
-05:39,NIMAP,49
-05:39,NISysABP,81
-05:39,RespRate,15
-06:39,HR,106
-06:39,NIDiasABP,31
-06:39,NIMAP,47.67
-06:39,NISysABP,81
-06:39,RespRate,19
-07:39,GCS,15
-07:39,HR,110
-07:39,NIDiasABP,34
-07:39,NIMAP,51.67
-07:39,NISysABP,87
-07:39,RespRate,20
-07:39,Temp,37.4
-08:38,HCT,23.8
-08:39,HR,102
-08:39,NIDiasABP,42
-08:39,NIMAP,57.67
-08:39,NISysABP,89
-08:39,RespRate,17
-09:39,HR,97
-09:39,NIDiasABP,54
-09:39,NIMAP,66.67
-09:39,NISysABP,92
-09:39,RespRate,17
-10:39,HR,94
-10:39,NIDiasABP,53
-10:39,NIMAP,66.33
-10:39,NISysABP,93
-10:39,RespRate,15
-11:39,GCS,15
-11:39,HR,91
-11:39,NIDiasABP,54
-11:39,NIMAP,69
-11:39,NISysABP,99
-11:39,RespRate,18
-11:39,Temp,37.3
-12:05,HCT,26.3
-12:39,HR,92
-12:39,NIDiasABP,64
-12:39,NIMAP,77.33
-12:39,NISysABP,104
-12:39,RespRate,17
-13:39,HR,106
-13:39,NIDiasABP,61
-13:39,NIMAP,72.67
-13:39,NISysABP,96
-13:39,RespRate,18
-14:39,HR,110
-14:39,NIDiasABP,68
-14:39,NIMAP,79.33
-14:39,NISysABP,102
-14:39,RespRate,19
-15:39,GCS,15
-15:39,HR,106
-15:39,NIDiasABP,64
-15:39,NIMAP,79
-15:39,NISysABP,109
-15:39,RespRate,20
-15:39,Temp,37.2
-16:39,HR,107
-16:39,NIDiasABP,52
-16:39,NIMAP,66
-16:39,NISysABP,94
-16:39,RespRate,22
-17:39,HR,108
-17:39,NIDiasABP,61
-17:39,NIMAP,73.33
-17:39,NISysABP,98
-17:39,RespRate,20
-19:39,HR,102
-19:39,NIDiasABP,65
-19:39,NIMAP,79
-19:39,NISysABP,107
-19:39,RespRate,23
-21:39,HR,93
-21:39,NIDiasABP,51
-21:39,NIMAP,66
-21:39,NISysABP,96
-21:39,RespRate,16
-23:39,HR,86
-23:39,NIDiasABP,46
-23:39,NIMAP,61
-23:39,NISysABP,91
-23:39,RespRate,15
-25:39,HR,84
-25:39,NIDiasABP,51
-25:39,NIMAP,64.67
-25:39,NISysABP,92
-27:39,HR,81
-27:39,NIDiasABP,43
-27:39,NIMAP,57.67
-27:39,NISysABP,87
-27:39,RespRate,14
-29:39,HR,76
-29:39,RespRate,13
-29:39,Temp,36.9
-30:39,HR,89
-30:39,NIDiasABP,42
-30:39,NIMAP,57.33
-30:39,NISysABP,88
-30:39,RespRate,14
-31:12,BUN,5
-31:12,Creatinine,2.2
-31:12,Glucose,110
-31:12,HCO3,23
-31:12,HCT,23.3
-31:12,Platelets,173
-31:12,K,3.8
-31:12,Na,133
-31:12,WBC,5.5
-31:39,GCS,15
-31:39,HR,84
-31:39,NIDiasABP,47
-31:39,NIMAP,62
-31:39,NISysABP,92
-31:39,RespRate,17
-31:39,Temp,36.9
-32:39,HR,80
-32:39,NIDiasABP,58
-32:39,NIMAP,70.33
-32:39,NISysABP,95
-32:39,RespRate,16
-33:39,HR,102
-33:39,NIDiasABP,51
-33:39,NIMAP,64.67
-33:39,NISysABP,92
-33:39,RespRate,14
-34:39,HR,99
-34:39,NIDiasABP,48
-34:39,NIMAP,62.33
-34:39,NISysABP,91
-34:39,RespRate,24
-35:39,GCS,15
-35:39,HR,86
-35:39,NIDiasABP,41
-35:39,NIMAP,54.67
-35:39,NISysABP,82
-35:39,RespRate,13
-35:39,Temp,36.6
-36:24,HR,79
-36:24,NIDiasABP,42
-36:24,NIMAP,55.67
-36:24,NISysABP,83
-36:24,RespRate,21
-36:39,HR,84
-36:39,NIDiasABP,48
-36:39,NIMAP,59.67
-36:39,NISysABP,83
-36:39,RespRate,14
-37:39,HR,92
-37:39,NIDiasABP,57
-37:39,NIMAP,68
-37:39,NISysABP,90
-37:39,RespRate,13
-39:02,ALP,168
-39:02,ALT,73
-39:02,AST,189
-39:02,Bilirubin,8.3
-39:02,HCT,23.5
-39:02,Platelets,128
-39:02,WBC,6.1
-39:39,GCS,15
-39:39,HR,81
-39:39,NIDiasABP,51
-39:39,NIMAP,64
-39:39,NISysABP,90
-39:39,RespRate,14
-40:09,HR,78
-40:09,RespRate,14
-40:39,HR,78
-40:39,NIDiasABP,46
-40:39,NIMAP,59
-40:39,NISysABP,85
-40:39,RespRate,16
-41:19,ALP,173
-41:19,ALT,63
-41:19,AST,152
-41:19,Bilirubin,8
-41:39,HR,78
-41:39,NIDiasABP,59
-41:39,NIMAP,70.67
-41:39,NISysABP,94
-41:39,RespRate,15
-41:39,Temp,37
-42:24,HR,87
-42:24,NIDiasABP,55
-42:24,NIMAP,69.33
-42:24,NISysABP,98
-42:24,RespRate,15
-43:39,HR,78
-43:39,NIDiasABP,45
-43:39,NIMAP,57.67
-43:39,NISysABP,83
-43:39,RespRate,13
-45:39,HR,83
-45:39,NIDiasABP,46
-45:39,NIMAP,59.67
-45:39,NISysABP,87
-45:39,RespRate,14
-47:17,HCT,23.6
-47:17,Platelets,130
-47:17,WBC,6.5
-47:39,HR,78
-47:39,NIDiasABP,46
-47:39,NIMAP,59.67
-47:39,NISysABP,87
-47:39,RespRate,9
diff --git a/data/set-a/132590.txt b/data/set-a/132590.txt
deleted file mode 100644
index b624495ae455c803ae235041315d9bf4ca71430d..0000000000000000000000000000000000000000
--- a/data/set-a/132590.txt
+++ /dev/null
@@ -1,440 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132590
-00:00,Age,58
-00:00,Gender,1
-00:00,Height,188
-00:00,ICUType,2
-00:00,Weight,98
-02:15,pH,7.38
-02:15,PaCO2,46
-02:15,PaO2,328
-03:55,pH,7.33
-03:55,PaCO2,48
-03:55,PaO2,308
-04:40,pH,7.23
-04:40,PaCO2,57
-04:40,PaO2,182
-05:32,pH,7.24
-05:32,PaCO2,58
-05:32,PaO2,88
-06:12,DiasABP,65
-06:12,HR,119
-06:12,MAP,82
-06:12,SysABP,121
-06:12,Urine,240
-06:12,Urine,1320
-06:17,DiasABP,56
-06:17,HR,119
-06:17,MAP,72
-06:17,SysABP,105
-06:32,DiasABP,55
-06:32,FiO2,1
-06:32,GCS,3
-06:32,HR,117
-06:32,MAP,68
-06:32,MechVent,1
-06:32,SysABP,96
-06:32,Temp,36.8
-06:32,Urine,200
-06:32,Urine,0
-06:35,pH,7.25
-06:35,PaCO2,55
-06:35,PaO2,180
-06:42,DiasABP,64
-06:42,HR,114
-06:42,MAP,82
-06:42,SysABP,120
-06:42,Temp,36.8
-06:52,DiasABP,62
-06:52,HR,110
-06:52,MAP,77
-06:52,SysABP,108
-06:52,Temp,36.8
-07:02,DiasABP,64
-07:02,HR,109
-07:02,MAP,80
-07:02,SysABP,114
-07:02,Temp,36.9
-07:02,Urine,200
-07:17,DiasABP,57
-07:17,HR,110
-07:17,MAP,70
-07:17,SysABP,100
-07:17,Temp,37
-07:32,DiasABP,79
-07:32,HR,131
-07:32,MAP,102
-07:32,SysABP,149
-07:32,Temp,37
-07:32,Urine,130
-07:35,Lactate,4
-07:38,BUN,18
-07:38,Creatinine,0.8
-07:38,Glucose,213
-07:38,HCO3,21
-07:38,HCT,34.6
-07:38,Mg,2.4
-07:38,Platelets,244
-07:38,K,3.7
-07:38,Na,140
-07:38,WBC,22.2
-07:47,DiasABP,52
-07:47,HR,93
-07:47,MAP,67
-07:47,SysABP,101
-07:47,Temp,36.8
-07:54,pH,7.36
-07:54,PaCO2,40
-07:54,PaO2,153
-07:57,DiasABP,58
-07:57,GCS,9
-07:57,HR,87
-07:57,MAP,75
-07:57,SysABP,113
-07:57,Temp,37
-08:02,DiasABP,50
-08:02,HR,90
-08:02,MAP,65
-08:02,SysABP,99
-08:02,Temp,37
-08:02,Urine,120
-08:17,DiasABP,53
-08:17,HR,90
-08:17,MAP,72
-08:17,SysABP,110
-08:17,Temp,37
-08:32,DiasABP,61
-08:32,HR,96
-08:32,MAP,81
-08:32,SysABP,124
-08:32,Temp,37
-08:32,Urine,60
-08:47,DiasABP,46
-08:47,HR,90
-08:47,MAP,59
-08:47,SysABP,86
-08:47,Temp,37.3
-09:02,DiasABP,50
-09:02,HR,90
-09:02,MAP,63
-09:02,SysABP,92
-09:02,Temp,37.3
-09:32,DiasABP,55
-09:32,HR,92
-09:32,MAP,68
-09:32,SysABP,97
-09:32,Temp,37.5
-09:32,Urine,200
-09:34,pH,7.36
-09:34,PaCO2,38
-09:34,PaO2,191
-10:02,DiasABP,53
-10:02,HR,92
-10:02,MAP,66
-10:02,SysABP,94
-10:02,Temp,37.7
-10:32,DiasABP,47
-10:32,FiO2,0.4
-10:32,GCS,10
-10:32,HR,92
-10:32,MAP,58
-10:32,MechVent,1
-10:32,SysABP,82
-10:32,Temp,37.9
-10:32,Urine,60
-11:02,DiasABP,57
-11:02,HR,92
-11:02,MAP,72
-11:02,SysABP,104
-11:02,Temp,38
-11:32,DiasABP,61
-11:32,HR,92
-11:32,MAP,75
-11:32,SysABP,108
-11:32,Temp,38.2
-11:32,Urine,100
-12:02,DiasABP,52
-12:02,HR,99
-12:02,MAP,63
-12:02,SysABP,91
-12:02,Temp,38.3
-12:32,DiasABP,53
-12:32,HR,95
-12:32,MAP,66
-12:32,SysABP,97
-12:32,Temp,38.3
-12:32,Urine,120
-12:34,pH,7.38
-12:34,PaCO2,34
-12:34,PaO2,159
-12:34,SaO2,98
-12:47,DiasABP,55
-12:47,HR,93
-12:47,MAP,70
-12:47,SysABP,104
-13:02,DiasABP,60
-13:02,HR,96
-13:02,MAP,74
-13:02,MechVent,1
-13:02,SysABP,111
-13:02,Temp,38.3
-13:32,DiasABP,54
-13:32,HR,96
-13:32,MAP,68
-13:32,SysABP,101
-13:32,Temp,38.1
-13:32,Urine,120
-13:45,pH,7.34
-13:45,PaCO2,39
-13:45,PaO2,178
-13:45,SaO2,98
-14:32,DiasABP,57
-14:32,FiO2,0.4
-14:32,GCS,10
-14:32,HR,93
-14:32,MAP,71
-14:32,MechVent,1
-14:32,SysABP,107
-14:32,Temp,37.9
-14:32,Urine,110
-15:32,DiasABP,47
-15:32,HR,94
-15:32,MAP,70
-15:32,SysABP,115
-15:32,Temp,37.9
-15:32,Urine,100
-16:32,DiasABP,57
-16:32,HR,89
-16:32,MAP,71
-16:32,SysABP,106
-16:32,Temp,37.7
-16:32,Urine,60
-17:32,DiasABP,59
-17:32,HR,86
-17:32,MAP,74
-17:32,SysABP,112
-17:32,Temp,37.4
-17:32,Urine,80
-17:57,pH,7.37
-17:57,PaCO2,41
-17:57,PaO2,176
-17:57,SaO2,99
-18:32,DiasABP,62
-18:32,GCS,10
-18:32,HR,93
-18:32,MAP,78
-18:32,SysABP,117
-18:32,Temp,37.5
-18:32,Urine,120
-18:40,BUN,13
-18:40,Creatinine,0.7
-18:40,Glucose,163
-18:40,HCO3,23
-18:40,HCT,32.6
-18:40,Mg,1.7
-18:40,Platelets,221
-18:40,K,5.1
-18:40,Na,136
-18:40,WBC,18
-19:17,FiO2,0.4
-19:17,MechVent,1
-19:32,DiasABP,65
-19:32,HR,94
-19:32,MAP,81
-19:32,SysABP,121
-19:32,Temp,37.5
-19:32,Urine,110
-20:02,DiasABP,63
-20:02,HR,93
-20:02,MAP,78
-20:02,SysABP,117
-20:32,DiasABP,64
-20:32,HR,94
-20:32,MAP,80
-20:32,SysABP,119
-20:32,Temp,37.5
-20:32,Urine,140
-20:41,pH,7.39
-20:41,PaCO2,38
-20:41,PaO2,124
-20:41,SaO2,97
-21:32,DiasABP,67
-21:32,HR,99
-21:32,MAP,84
-21:32,SysABP,126
-21:32,Temp,37.6
-21:32,Urine,80
-22:32,DiasABP,50
-22:32,GCS,15
-22:32,HR,96
-22:32,MAP,64
-22:32,SysABP,99
-22:32,Temp,37.9
-22:32,Urine,30
-23:32,DiasABP,53
-23:32,HR,98
-23:32,MAP,70
-23:32,SysABP,108
-23:32,Urine,35
-24:32,DiasABP,51
-24:32,HR,99
-24:32,MAP,66
-24:32,SysABP,102
-24:32,Temp,37
-24:32,Urine,100
-25:32,DiasABP,58
-25:32,HR,97
-25:32,MAP,76
-25:32,SysABP,119
-25:32,Urine,80
-26:02,DiasABP,55
-26:02,HR,101
-26:02,MAP,71
-26:02,SysABP,110
-26:32,DiasABP,55
-26:32,GCS,15
-26:32,HR,101
-26:32,MAP,72
-26:32,SysABP,110
-26:32,Temp,37.4
-26:32,Urine,60
-27:32,DiasABP,61
-27:32,HR,100
-27:32,MAP,78
-27:32,SysABP,119
-27:32,Urine,50
-28:32,DiasABP,63
-28:32,HR,106
-28:32,MAP,79
-28:32,SysABP,119
-28:32,Temp,37.1
-28:32,Urine,60
-29:32,DiasABP,65
-29:32,HR,108
-29:32,MAP,81
-29:32,SysABP,120
-29:32,Urine,50
-30:32,DiasABP,60
-30:32,HR,107
-30:32,MAP,74
-30:32,SysABP,108
-30:32,Urine,60
-30:40,pH,7.43
-31:32,DiasABP,59
-31:32,HR,104
-31:32,MAP,72
-31:32,SysABP,104
-31:32,Temp,37.7
-31:32,Urine,30
-31:38,HCT,27.1
-32:32,DiasABP,56
-32:32,HR,104
-32:32,MAP,71
-32:32,SysABP,106
-32:32,Urine,40
-33:32,DiasABP,61
-33:32,HR,106
-33:32,MAP,76
-33:32,SysABP,113
-33:32,Urine,35
-33:47,DiasABP,62
-33:47,SysABP,115
-33:47,Urine,330
-34:32,DiasABP,49
-34:32,GCS,15
-34:32,HR,107
-34:32,MAP,63
-34:32,SysABP,96
-34:32,Temp,37.6
-34:32,Urine,200
-35:32,DiasABP,59
-35:32,HR,98
-35:32,MAP,75
-35:32,SysABP,114
-35:32,Urine,270
-36:02,DiasABP,59
-36:02,SysABP,111
-36:32,DiasABP,60
-36:32,HR,98
-36:32,MAP,75
-36:32,SysABP,112
-36:32,Temp,37.4
-36:32,Urine,100
-37:17,pH,7.44
-37:32,DiasABP,60
-37:32,HR,96
-37:32,MAP,75
-37:32,SysABP,112
-37:32,Urine,60
-38:32,DiasABP,63
-38:32,GCS,15
-38:32,HR,99
-38:32,MAP,80
-38:32,SysABP,119
-38:32,Temp,37.3
-38:32,Urine,50
-39:32,DiasABP,50
-39:32,HR,91
-39:32,MAP,67
-39:32,SysABP,104
-39:32,Urine,40
-40:32,DiasABP,60
-40:32,HR,85
-40:32,MAP,79
-40:32,SysABP,120
-40:32,Temp,37.3
-40:32,Urine,60
-41:32,DiasABP,55
-41:32,HR,84
-41:32,MAP,70
-41:32,SysABP,106
-41:32,Urine,140
-42:32,DiasABP,52
-42:32,HR,87
-42:32,MAP,68
-42:32,SysABP,104
-42:32,Temp,36.9
-42:32,Urine,100
-42:46,Creatinine,0.6
-42:46,Glucose,91
-42:46,HCO3,27
-42:46,HCT,24.9
-42:46,Mg,1.8
-42:46,Platelets,125
-42:46,K,4.1
-42:46,Na,135
-42:46,WBC,13.6
-43:32,DiasABP,49
-43:32,GCS,15
-43:32,HR,90
-43:32,MAP,64
-43:32,SysABP,100
-43:32,Urine,60
-44:32,DiasABP,55
-44:32,HR,88
-44:32,MAP,71
-44:32,SysABP,110
-44:32,Temp,36.7
-44:32,Urine,50
-45:32,DiasABP,51
-45:32,HR,87
-45:32,MAP,67
-45:32,SysABP,104
-45:32,Urine,50
-46:32,DiasABP,57
-46:32,GCS,15
-46:32,HR,86
-46:32,MAP,76
-46:32,NIDiasABP,55
-46:32,NIMAP,75.67
-46:32,NISysABP,117
-46:32,SysABP,119
-46:32,Temp,36.8
-46:32,Urine,70
-46:32,Weight,106
-47:32,DiasABP,56
-47:32,HR,88
-47:32,MAP,70
-47:32,SysABP,97
-47:32,Urine,40
-47:32,Weight,106
diff --git a/data/set-a/132591.txt b/data/set-a/132591.txt
deleted file mode 100644
index 6fd51a16c75dfae1820be126cea1678d18bafb6f..0000000000000000000000000000000000000000
--- a/data/set-a/132591.txt
+++ /dev/null
@@ -1,407 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132591
-00:00,Age,81
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,63.7
-00:21,GCS,15
-00:21,HR,62
-00:21,NIDiasABP,62
-00:21,NIMAP,78.33
-00:21,NISysABP,111
-00:21,RespRate,27
-00:21,Temp,37
-00:21,Urine,30
-00:21,Weight,63.7
-00:33,Lactate,1.6
-00:36,HR,64
-00:36,NIDiasABP,70
-00:36,NIMAP,86.67
-00:36,NISysABP,120
-00:36,RespRate,29
-00:36,Weight,63.7
-00:51,HR,71
-00:51,NIDiasABP,70
-00:51,NIMAP,86.67
-00:51,NISysABP,120
-00:51,RespRate,25
-00:51,Weight,63.7
-01:51,FiO2,0.8
-01:51,HR,81
-01:51,NIDiasABP,28
-01:51,NIMAP,65
-01:51,NISysABP,139
-01:51,RespRate,26
-01:51,Urine,160
-01:51,Weight,63.7
-02:51,HR,68
-02:51,NIDiasABP,65
-02:51,NIMAP,84.33
-02:51,NISysABP,123
-02:51,RespRate,23
-02:51,Urine,160
-02:51,Weight,63.7
-03:21,FiO2,0.8
-03:51,HR,70
-03:51,NIDiasABP,65
-03:51,NIMAP,82
-03:51,NISysABP,116
-03:51,RespRate,25
-03:51,Temp,35.8
-03:51,Urine,60
-03:51,Weight,63.7
-04:21,GCS,15
-04:51,FiO2,0.4
-04:51,HR,67
-04:51,NIDiasABP,64
-04:51,NIMAP,79
-04:51,NISysABP,109
-04:51,RespRate,26
-04:51,Weight,63.7
-05:21,NIDiasABP,59
-05:21,NIMAP,77.33
-05:21,NISysABP,114
-06:21,Urine,45
-06:26,HR,68
-06:26,NIDiasABP,59
-06:26,NIMAP,79.67
-06:26,NISysABP,121
-06:26,RespRate,30
-06:26,Weight,63.7
-06:51,HR,61
-06:51,NIDiasABP,57
-06:51,NIMAP,77.33
-06:51,NISysABP,118
-06:51,RespRate,20
-06:51,Urine,60
-06:51,Weight,63.7
-07:51,HR,94
-07:51,NIDiasABP,57
-07:51,NIMAP,79.67
-07:51,NISysABP,125
-07:51,RespRate,33
-07:51,Urine,280
-07:51,Weight,63.7
-07:56,HR,106
-07:56,NIDiasABP,42
-07:56,NIMAP,59
-07:56,NISysABP,93
-07:56,RespRate,32
-07:56,Weight,63.7
-08:51,FiO2,1
-08:51,GCS,15
-08:51,HR,70
-08:51,NIDiasABP,55
-08:51,NIMAP,72
-08:51,NISysABP,106
-08:51,RespRate,29
-08:51,Temp,36.2
-08:51,Urine,105
-08:51,Weight,63.7
-09:51,HR,109
-09:51,NIDiasABP,56
-09:51,NIMAP,74
-09:51,NISysABP,110
-09:51,RespRate,26
-09:51,Urine,200
-09:51,Weight,63.7
-10:51,FiO2,0.5
-10:51,HR,67
-10:51,NIDiasABP,52
-10:51,NIMAP,69
-10:51,NISysABP,103
-10:51,RespRate,24
-10:51,Urine,85
-10:51,Weight,63.7
-11:16,TroponinT,0.15
-11:51,HR,73
-11:51,NIDiasABP,54
-11:51,NIMAP,70
-11:51,NISysABP,102
-11:51,RespRate,23
-11:51,Urine,90
-11:51,Weight,63.7
-12:51,FiO2,0.5
-12:51,GCS,15
-12:51,HR,64
-12:51,NIDiasABP,54
-12:51,NIMAP,70.33
-12:51,NISysABP,103
-12:51,RespRate,19
-12:51,Temp,36.2
-12:51,Urine,45
-12:51,Weight,63.7
-13:51,HR,76
-13:51,NIDiasABP,53
-13:51,NIMAP,69.33
-13:51,NISysABP,102
-13:51,RespRate,24
-13:51,Weight,63.7
-14:51,HR,80
-14:51,NIDiasABP,51
-14:51,NIMAP,67.33
-14:51,NISysABP,100
-14:51,RespRate,25
-14:51,Urine,75
-14:51,Weight,63.7
-15:51,HR,75
-15:51,NIDiasABP,53
-15:51,NIMAP,74.67
-15:51,NISysABP,118
-15:51,RespRate,27
-15:51,Urine,25
-15:51,Weight,63.7
-16:51,FiO2,0.5
-16:51,GCS,15
-16:51,HR,81
-16:51,NIDiasABP,55
-16:51,NIMAP,72.33
-16:51,NISysABP,107
-16:51,RespRate,28
-16:51,Temp,36.2
-16:51,Urine,25
-16:51,Weight,63.7
-17:43,BUN,27
-17:43,Creatinine,1.4
-17:43,Glucose,140
-17:43,HCO3,22
-17:43,HCT,31.7
-17:43,Mg,2.2
-17:43,Platelets,321
-17:43,K,4.6
-17:43,Na,136
-17:43,TroponinT,0.13
-17:43,WBC,17.1
-17:51,HR,65
-17:51,NIDiasABP,57
-17:51,NIMAP,75.67
-17:51,NISysABP,113
-17:51,RespRate,28
-17:51,Urine,25
-17:51,Weight,63.7
-18:51,HR,67
-18:51,NIDiasABP,50
-18:51,NIMAP,68
-18:51,NISysABP,104
-18:51,RespRate,20
-18:51,Urine,30
-18:51,Weight,63.7
-19:51,HR,61
-19:51,NIDiasABP,51
-19:51,NIMAP,70
-19:51,NISysABP,108
-19:51,RespRate,20
-19:51,Weight,63.7
-20:51,FiO2,0.5
-20:51,GCS,15
-20:51,HR,74
-20:51,NIDiasABP,59
-20:51,NIMAP,78.67
-20:51,NISysABP,118
-20:51,RespRate,28
-20:51,Temp,35.1
-20:51,Urine,80
-20:51,Weight,63.7
-21:51,HR,65
-21:51,NIDiasABP,63
-21:51,NIMAP,84
-21:51,NISysABP,126
-21:51,RespRate,21
-21:51,Urine,25
-21:51,Weight,63.7
-22:51,FiO2,0.4
-22:51,HR,62
-22:51,NIDiasABP,66
-22:51,NIMAP,80.33
-22:51,NISysABP,109
-22:51,RespRate,19
-22:51,Urine,30
-22:51,Weight,63.7
-23:21,FiO2,0.3
-23:51,HR,75
-23:51,NIDiasABP,57
-23:51,NIMAP,77.67
-23:51,NISysABP,119
-23:51,RespRate,25
-23:51,Urine,20
-23:51,Weight,63.7
-24:51,GCS,15
-24:51,HR,73
-24:51,NIDiasABP,60
-24:51,NIMAP,79.67
-24:51,NISysABP,119
-24:51,RespRate,24
-24:51,Temp,35.9
-24:51,Urine,30
-24:51,Weight,63.7
-25:51,HR,66
-25:51,NIDiasABP,54
-25:51,NIMAP,76
-25:51,NISysABP,120
-25:51,RespRate,25
-25:51,Urine,30
-25:51,Weight,63.7
-26:51,HR,72
-26:51,NIDiasABP,37
-26:51,NIMAP,64.33
-26:51,NISysABP,119
-26:51,RespRate,28
-26:51,Urine,25
-26:51,Weight,63.7
-27:51,HR,74
-27:51,NIDiasABP,56
-27:51,NIMAP,72.33
-27:51,NISysABP,105
-27:51,RespRate,23
-27:51,Urine,20
-27:51,Weight,63.7
-28:51,HR,60
-28:51,NIDiasABP,62
-28:51,NIMAP,79.33
-28:51,NISysABP,114
-28:51,RespRate,22
-28:51,Weight,63.7
-29:51,GCS,15
-29:51,HR,73
-29:51,NIDiasABP,60
-29:51,NIMAP,78.33
-29:51,NISysABP,115
-29:51,RespRate,26
-29:51,Temp,36.5
-29:51,Urine,45
-29:51,Weight,63.7
-30:51,HR,73
-30:51,NIDiasABP,57
-30:51,NIMAP,71.33
-30:51,NISysABP,100
-30:51,RespRate,17
-30:51,Urine,25
-30:51,Weight,63.7
-31:51,HR,67
-31:51,NIDiasABP,59
-31:51,NIMAP,77
-31:51,NISysABP,113
-31:51,RespRate,21
-31:51,Weight,63.7
-32:51,GCS,15
-32:51,HR,61
-32:51,NIDiasABP,59
-32:51,NIMAP,76.67
-32:51,NISysABP,112
-32:51,RespRate,16
-32:51,Temp,35.6
-32:51,Urine,70
-32:51,Weight,63.7
-33:51,HR,81
-33:51,NIDiasABP,53
-33:51,NIMAP,68.67
-33:51,NISysABP,100
-33:51,RespRate,18
-33:51,Weight,63.7
-34:51,HR,66
-34:51,NIDiasABP,56
-34:51,NIMAP,74.33
-34:51,NISysABP,111
-34:51,RespRate,16
-34:51,Urine,35
-34:51,Weight,63.7
-35:51,HR,62
-35:51,NIDiasABP,60
-35:51,NIMAP,80.67
-35:51,NISysABP,122
-35:51,RespRate,25
-35:51,Weight,63.7
-36:51,GCS,15
-36:51,HR,66
-36:51,NIDiasABP,50
-36:51,NIMAP,68.33
-36:51,NISysABP,105
-36:51,RespRate,14
-36:51,Temp,35.7
-36:51,Urine,75
-36:51,Weight,63.7
-37:51,HR,59
-37:51,NIDiasABP,47
-37:51,NIMAP,65
-37:51,NISysABP,101
-37:51,RespRate,15
-37:51,Weight,63.7
-38:51,HR,62
-38:51,NIDiasABP,51
-38:51,NIMAP,68.33
-38:51,NISysABP,103
-38:51,RespRate,16
-38:51,Urine,60
-38:51,Weight,63.7
-39:51,HR,71
-39:51,NIDiasABP,59
-39:51,NIMAP,80
-39:51,NISysABP,122
-39:51,RespRate,24
-39:51,Weight,63.7
-40:51,GCS,15
-40:51,HR,68
-40:51,NIDiasABP,54
-40:51,NIMAP,71
-40:51,NISysABP,105
-40:51,RespRate,23
-40:51,Temp,36.2
-40:51,Urine,55
-40:51,Weight,63.7
-41:46,BUN,32
-41:46,Creatinine,1.2
-41:46,Glucose,129
-41:46,HCO3,22
-41:46,HCT,28.4
-41:46,Mg,2.4
-41:46,Platelets,326
-41:46,K,4.3
-41:46,Na,136
-41:46,WBC,12.2
-41:51,HR,64
-41:51,NIDiasABP,49
-41:51,NIMAP,64
-41:51,NISysABP,94
-41:51,RespRate,18
-41:51,Weight,63.7
-42:51,HR,60
-42:51,NIDiasABP,62
-42:51,NIMAP,78.33
-42:51,NISysABP,111
-42:51,RespRate,16
-42:51,Urine,80
-42:51,Weight,63.7
-43:51,HR,63
-43:51,RespRate,22
-43:51,Weight,63.7
-44:51,GCS,15
-44:51,HR,66
-44:51,NIDiasABP,59
-44:51,NIMAP,77
-44:51,NISysABP,113
-44:51,RespRate,22
-44:51,Temp,36.3
-44:51,Urine,100
-44:51,Weight,63.7
-45:51,HR,70
-45:51,NIDiasABP,47
-45:51,NIMAP,64
-45:51,NISysABP,98
-45:51,RespRate,18
-45:51,Weight,63.7
-46:51,HR,63
-46:51,NIDiasABP,54
-46:51,NIMAP,69.67
-46:51,NISysABP,101
-46:51,RespRate,23
-46:51,Urine,80
-46:51,Weight,63.7
-47:51,FiO2,0.28
-47:51,HR,61
-47:51,NIDiasABP,54
-47:51,NIMAP,68.67
-47:51,NISysABP,98
-47:51,RespRate,19
-47:51,Urine,30
-47:51,Weight,63.7
diff --git a/data/set-a/132592.txt b/data/set-a/132592.txt
deleted file mode 100644
index 1a52c60576acb04466a80b694729d3fd3fae2226..0000000000000000000000000000000000000000
--- a/data/set-a/132592.txt
+++ /dev/null
@@ -1,388 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132592
-00:00,Age,35
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,71.8
-01:20,GCS,15
-01:20,HR,112
-01:20,NIDiasABP,43
-01:20,NIMAP,68.67
-01:20,NISysABP,120
-01:20,RespRate,22
-01:20,Temp,36.6
-01:20,Weight,71.8
-02:20,HR,113
-02:20,NIDiasABP,53
-02:20,NIMAP,76.67
-02:20,NISysABP,124
-02:20,RespRate,21
-02:20,Urine,120
-02:20,Weight,71.8
-02:36,BUN,68
-02:36,Creatinine,2.3
-02:36,Glucose,603
-02:36,HCO3,11
-02:36,HCT,25.5
-02:36,Mg,2.8
-02:36,Platelets,287
-02:36,K,5.3
-02:36,Na,140
-02:36,TroponinT,0.15
-02:36,WBC,15.3
-03:20,HR,112
-03:20,NIDiasABP,48
-03:20,NIMAP,71.33
-03:20,NISysABP,118
-03:20,RespRate,24
-03:20,Urine,60
-03:20,Weight,71.8
-04:20,HR,113
-04:20,NIDiasABP,59
-04:20,NIMAP,81.33
-04:20,NISysABP,126
-04:20,RespRate,14
-04:20,Urine,60
-04:20,Weight,71.8
-05:20,BUN,61
-05:20,Creatinine,2
-05:20,Glucose,362
-05:20,HCO3,15
-05:20,HCT,23.7
-05:20,HR,115
-05:20,Mg,2.2
-05:20,NIDiasABP,63
-05:20,NIMAP,84.33
-05:20,NISysABP,127
-05:20,K,4.6
-05:20,Na,144
-05:20,RespRate,26
-05:20,Temp,37.1
-05:20,Urine,80
-05:20,Weight,71.8
-06:20,GCS,15
-06:20,HR,111
-06:20,NIDiasABP,59
-06:20,NIMAP,83.67
-06:20,NISysABP,133
-06:20,RespRate,23
-06:20,Urine,70
-06:20,Weight,71.8
-07:20,BUN,59
-07:20,Creatinine,1.9
-07:20,Glucose,254
-07:20,HCO3,15
-07:20,HCT,23.2
-07:20,HR,105
-07:20,Mg,2.1
-07:20,NIDiasABP,48
-07:20,NIMAP,68
-07:20,NISysABP,108
-07:20,K,4.3
-07:20,Na,145
-07:20,RespRate,14
-07:20,Urine,50
-07:20,Weight,71.8
-08:20,HR,105
-08:20,NIDiasABP,53
-08:20,NIMAP,71.67
-08:20,NISysABP,109
-08:20,RespRate,17
-08:20,Urine,40
-08:20,Weight,71.8
-09:20,BUN,57
-09:20,Creatinine,1.7
-09:20,Glucose,128
-09:20,HCO3,16
-09:20,HCT,22.8
-09:20,HR,103
-09:20,Mg,2
-09:20,NIDiasABP,68
-09:20,NIMAP,88
-09:20,NISysABP,128
-09:20,K,4.2
-09:20,Na,146
-09:20,RespRate,17
-09:20,Urine,50
-09:20,Weight,71.8
-10:20,GCS,15
-10:20,HR,103
-10:20,NIDiasABP,47
-10:20,NIMAP,73.33
-10:20,NISysABP,126
-10:20,RespRate,22
-10:20,Temp,37
-10:20,Urine,40
-10:20,Weight,71.8
-11:16,BUN,53
-11:16,Creatinine,1.7
-11:16,Glucose,110
-11:16,HCO3,17
-11:16,HCT,23.7
-11:16,Mg,2
-11:16,Platelets,310
-11:16,K,4.6
-11:16,Na,145
-11:16,TroponinT,0.4
-11:16,WBC,13.9
-11:20,HR,103
-11:20,NIDiasABP,57
-11:20,NIMAP,77
-11:20,NISysABP,117
-11:20,RespRate,20
-11:20,Urine,50
-11:20,Weight,71.8
-12:20,HR,100
-12:20,NIDiasABP,70
-12:20,NIMAP,89.33
-12:20,NISysABP,128
-12:20,RespRate,13
-12:20,Urine,50
-12:20,Weight,71.8
-14:20,GCS,15
-14:20,HR,102
-14:20,NIDiasABP,65
-14:20,NIMAP,80
-14:20,NISysABP,110
-14:20,RespRate,15
-14:20,Temp,36.9
-14:20,Urine,130
-14:20,Weight,71.8
-15:20,HR,100
-15:20,NIDiasABP,75
-15:20,NIMAP,93
-15:20,NISysABP,129
-15:20,RespRate,7
-15:20,Weight,71.8
-16:20,HR,98
-16:20,NIDiasABP,47
-16:20,NIMAP,68.67
-16:20,NISysABP,112
-16:20,RespRate,13
-16:20,Urine,120
-16:20,Weight,71.8
-17:20,HR,96
-17:20,NIDiasABP,51
-17:20,NIMAP,68.67
-17:20,NISysABP,104
-17:20,RespRate,15
-17:20,Urine,50
-17:20,Weight,71.8
-18:20,GCS,15
-18:20,HR,97
-18:20,NIDiasABP,59
-18:20,NIMAP,81.67
-18:20,NISysABP,127
-18:20,RespRate,23
-18:20,Temp,36.8
-18:20,Urine,80
-18:20,Weight,71.8
-18:39,BUN,48
-18:39,Creatinine,1.5
-18:39,Glucose,117
-18:39,HCO3,17
-18:39,Mg,1.9
-18:39,K,4.7
-18:39,Na,143
-18:39,TroponinT,0.59
-19:20,HR,93
-19:20,NIDiasABP,66
-19:20,NIMAP,81.67
-19:20,NISysABP,113
-19:20,RespRate,14
-19:20,Weight,71.8
-19:50,HCT,24.4
-20:20,HR,95
-20:20,NIDiasABP,70
-20:20,NIMAP,86.33
-20:20,NISysABP,119
-20:20,RespRate,14
-20:20,Urine,120
-20:20,Weight,71.8
-21:20,HR,93
-21:20,NIDiasABP,66
-21:20,NIMAP,82.33
-21:20,NISysABP,115
-21:20,RespRate,23
-21:20,Urine,60
-21:20,Weight,71.8
-21:50,GCS,15
-21:50,HR,93
-21:50,RespRate,14
-21:50,Weight,71.8
-22:20,HR,90
-22:20,NIDiasABP,73
-22:20,NIMAP,93
-22:20,NISysABP,133
-22:20,RespRate,11
-22:20,Temp,37.4
-22:20,Urine,50
-22:20,Weight,71.8
-23:50,HR,91
-23:50,NIDiasABP,59
-23:50,NIMAP,80.67
-23:50,NISysABP,124
-23:50,RespRate,14
-23:50,Urine,70
-23:50,Weight,71.8
-24:20,HR,92
-24:20,NIDiasABP,51
-24:20,NIMAP,74.33
-24:20,NISysABP,121
-24:20,RespRate,17
-24:20,Urine,60
-24:20,Weight,71.8
-25:20,HR,96
-25:20,NIDiasABP,44
-25:20,NIMAP,62.33
-25:20,NISysABP,99
-25:20,RespRate,17
-25:20,Weight,71.8
-25:40,BUN,42
-25:40,Creatinine,1.5
-25:40,Glucose,118
-25:40,HCO3,17
-25:40,HCT,25.1
-25:40,Mg,1.9
-25:40,K,4.3
-25:40,Na,140
-26:20,GCS,15
-26:20,HR,94
-26:20,NIDiasABP,61
-26:20,NIMAP,77
-26:20,NISysABP,109
-26:20,RespRate,16
-26:20,Temp,37.2
-26:20,Urine,60
-26:20,Weight,71.8
-27:20,HR,90
-27:20,NIDiasABP,69
-27:20,NIMAP,90
-27:20,NISysABP,132
-27:20,RespRate,19
-27:20,Urine,80
-27:20,Weight,71.8
-28:20,HR,91
-28:20,NIDiasABP,73
-28:20,NIMAP,95.33
-28:20,NISysABP,140
-28:20,RespRate,20
-28:20,Urine,80
-28:20,Weight,71.8
-29:20,HR,93
-29:20,NIDiasABP,63
-29:20,NIMAP,90
-29:20,NISysABP,144
-29:20,RespRate,23
-29:20,Urine,80
-29:20,Weight,71.8
-30:20,GCS,15
-30:20,HR,101
-30:20,NIDiasABP,59
-30:20,NIMAP,85
-30:20,NISysABP,137
-30:20,RespRate,30
-30:20,Temp,36.2
-30:20,Urine,100
-30:20,Weight,71.8
-31:20,HR,92
-31:20,NIDiasABP,59
-31:20,NIMAP,83.67
-31:20,NISysABP,133
-31:20,RespRate,13
-31:20,Urine,140
-31:20,Weight,71.8
-32:20,HR,98
-32:20,NIDiasABP,85
-32:20,NIMAP,103.3
-32:20,NISysABP,140
-32:20,RespRate,20
-32:20,Urine,60
-32:20,Weight,71.8
-32:50,HR,95
-32:50,NIDiasABP,85
-32:50,NIMAP,103.3
-32:50,NISysABP,140
-32:50,RespRate,12
-32:50,Weight,71.8
-33:02,BUN,35
-33:02,Creatinine,1.4
-33:02,Glucose,68
-33:02,HCO3,17
-33:02,HCT,25.3
-33:02,Mg,1.8
-33:02,Platelets,286
-33:02,K,4
-33:02,Na,140
-33:02,TroponinT,0.37
-33:02,WBC,9.7
-33:20,HR,93
-33:20,NIDiasABP,50
-33:20,NIMAP,64.67
-33:20,NISysABP,94
-33:20,RespRate,15
-33:20,Urine,40
-33:20,Weight,71.8
-34:20,GCS,15
-34:20,HR,100
-34:20,NIDiasABP,48
-34:20,NIMAP,63.33
-34:20,NISysABP,94
-34:20,RespRate,8
-34:20,Temp,36.2
-34:20,Urine,40
-34:20,Weight,71.8
-35:20,HR,98
-35:20,NIDiasABP,61
-35:20,NIMAP,85.67
-35:20,NISysABP,135
-35:20,RespRate,14
-35:20,Urine,80
-35:20,Weight,71.8
-36:20,HR,90
-36:20,NIDiasABP,61
-36:20,NIMAP,83
-36:20,NISysABP,127
-36:20,RespRate,0
-36:20,Urine,120
-36:20,Weight,71.8
-38:20,GCS,15
-38:20,HR,92
-38:20,NIDiasABP,78
-38:20,NIMAP,98
-38:20,NISysABP,138
-38:20,RespRate,12
-38:20,Urine,40
-38:20,Weight,71.8
-39:20,Urine,80
-40:20,HR,77
-40:20,NIDiasABP,61
-40:20,NIMAP,76.67
-40:20,NISysABP,108
-40:20,RespRate,17
-40:20,Temp,36.7
-40:20,Weight,71.8
-41:20,Urine,110
-42:20,HR,78
-42:20,NIDiasABP,63
-42:20,NIMAP,78.67
-42:20,NISysABP,110
-42:20,RespRate,14
-42:20,Weight,71.8
-43:20,Urine,100
-44:20,GCS,15
-44:20,HR,82
-44:20,NIDiasABP,60
-44:20,NIMAP,80.67
-44:20,NISysABP,122
-44:20,RespRate,16
-44:20,Weight,71.8
-46:20,HR,82
-46:20,NIDiasABP,55
-46:20,NIMAP,73.67
-46:20,NISysABP,111
-46:20,RespRate,15
-46:20,Temp,36.8
-46:20,Urine,100
-46:20,Weight,71.8
diff --git a/data/set-a/132595.txt b/data/set-a/132595.txt
deleted file mode 100644
index d42aee5472a858b0b90947329133d75d81bc630b..0000000000000000000000000000000000000000
--- a/data/set-a/132595.txt
+++ /dev/null
@@ -1,72 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132595
-00:00,Age,26
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-01:29,pH,7.37
-01:29,PaCO2,37
-01:29,PaO2,245
-02:04,HCT,17
-02:12,BUN,9
-02:12,Creatinine,0.5
-02:12,Glucose,175
-02:12,HCO3,20
-02:12,Mg,1.1
-02:12,K,4.9
-02:12,Na,141
-02:29,Lactate,0.8
-04:29,pH,7.38
-04:29,PaCO2,34
-04:29,PaO2,197
-04:54,HCT,24.7
-04:54,Platelets,116
-06:37,HCT,27.8
-06:37,Platelets,109
-06:37,WBC,2.7
-08:43,HCT,27.8
-08:43,Platelets,109
-10:46,HCT,27.6
-11:59,pH,7.37
-11:59,PaCO2,36
-11:59,PaO2,165
-12:45,BUN,10
-12:45,Creatinine,0.6
-12:45,Glucose,77
-12:45,HCO3,22
-12:45,HCT,26.8
-12:45,Mg,1.5
-12:45,Platelets,108
-12:45,K,4.7
-12:45,Na,144
-12:45,WBC,3
-12:59,Lactate,0.7
-15:00,HCT,29.2
-17:06,HCT,25.6
-20:46,HCT,30
-20:46,Platelets,88
-22:46,BUN,9
-22:46,Creatinine,0.7
-22:46,Glucose,54
-22:46,HCO3,23
-22:46,HCT,30.1
-22:46,Mg,2.6
-22:46,K,4.6
-22:46,Na,143
-24:54,HCT,28.5
-24:54,Platelets,87
-26:48,HCT,28.5
-30:48,HCT,26.4
-34:47,BUN,8
-34:47,Creatinine,0.6
-34:47,Glucose,95
-34:47,HCO3,24
-34:47,HCT,26.4
-34:47,Mg,1.4
-34:47,Platelets,94
-34:47,K,4.7
-34:47,Na,139
-34:47,WBC,5.8
-38:58,HCT,23.9
-44:39,HCT,26.9
diff --git a/data/set-a/132597.txt b/data/set-a/132597.txt
deleted file mode 100644
index fb5b53d3e603a9362ba89fd5d1d2c1b17cdfbada..0000000000000000000000000000000000000000
--- a/data/set-a/132597.txt
+++ /dev/null
@@ -1,367 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132597
-00:00,Age,66
-00:00,Gender,0
-00:00,Height,137.2
-00:00,ICUType,3
-00:00,Weight,82
-01:03,GCS,15
-01:03,HR,76
-01:03,NIDiasABP,37
-01:03,NIMAP,59.67
-01:03,NISysABP,105
-01:03,RespRate,17
-01:03,Temp,36.5
-01:33,HR,72
-01:33,NIDiasABP,47
-01:33,NIMAP,67
-01:33,NISysABP,107
-01:33,RespRate,20
-01:33,Weight,82
-02:03,HR,71
-02:03,NIDiasABP,44
-02:03,NIMAP,68
-02:03,NISysABP,116
-02:03,RespRate,27
-02:03,Weight,82
-03:03,HR,65
-03:03,NIDiasABP,28
-03:03,NIMAP,59
-03:03,NISysABP,121
-03:03,RespRate,14
-03:03,Weight,82
-03:13,TroponinI,1.2
-04:03,GCS,15
-04:03,HR,69
-04:03,NIDiasABP,37
-04:03,NIMAP,63.67
-04:03,NISysABP,117
-04:03,RespRate,17
-04:03,Temp,36.4
-04:03,Weight,82
-05:03,HR,67
-05:03,NIDiasABP,44
-05:03,NIMAP,59
-05:03,NISysABP,89
-05:03,RespRate,13
-05:03,Weight,82
-06:03,HR,60
-06:03,NIDiasABP,42
-06:03,NIMAP,63.33
-06:03,NISysABP,106
-06:03,RespRate,13
-06:03,Weight,82
-07:03,HR,66
-07:03,NIDiasABP,34
-07:03,NIMAP,56.67
-07:03,NISysABP,102
-07:03,RespRate,16
-07:03,Weight,82
-08:03,GCS,15
-08:03,HR,56
-08:03,NIDiasABP,34
-08:03,NIMAP,55.33
-08:03,NISysABP,98
-08:03,RespRate,16
-08:03,Weight,82
-09:03,HR,61
-09:03,NIDiasABP,43
-09:03,NIMAP,65
-09:03,NISysABP,109
-09:03,RespRate,14
-09:03,Temp,37
-09:03,Weight,82
-09:33,BUN,27
-09:33,Creatinine,5
-09:33,Glucose,76
-09:33,HCO3,22
-09:33,HCT,31.1
-09:33,Mg,1.3
-09:33,Platelets,332
-09:33,K,2.7
-09:33,Na,137
-09:33,TroponinI,1.9
-09:33,WBC,18.6
-10:03,HR,56
-10:03,NIDiasABP,35
-10:03,NIMAP,55.33
-10:03,NISysABP,96
-10:03,RespRate,15
-10:03,Weight,82
-11:03,HR,61
-11:03,NIDiasABP,37
-11:03,NIMAP,58
-11:03,NISysABP,100
-11:03,RespRate,19
-11:03,Weight,82
-12:03,HR,63
-12:03,NIDiasABP,44
-12:03,NIMAP,64
-12:03,NISysABP,104
-12:03,RespRate,21
-12:03,Weight,82
-13:03,HR,61
-13:03,NIDiasABP,24
-13:03,NIMAP,45.67
-13:03,NISysABP,89
-13:03,RespRate,15
-13:03,Weight,82
-14:03,GCS,15
-14:03,HR,57
-14:03,NIDiasABP,33
-14:03,NIMAP,53
-14:03,NISysABP,93
-14:03,RespRate,16
-14:03,Weight,82
-14:48,HR,70
-14:48,NIDiasABP,28
-14:48,NIMAP,44.33
-14:48,NISysABP,77
-14:48,RespRate,20
-14:48,Weight,82
-14:53,K,3.1
-14:53,TroponinI,1.8
-15:03,HR,67
-15:03,NIDiasABP,30
-15:03,NIMAP,49
-15:03,NISysABP,87
-15:03,RespRate,15
-15:03,Weight,82
-15:18,HR,66
-15:18,NIDiasABP,32
-15:18,NIMAP,45
-15:18,NISysABP,71
-15:18,RespRate,14
-15:18,Weight,82
-15:33,HR,65
-15:33,NIDiasABP,36
-15:33,NIMAP,52.33
-15:33,NISysABP,85
-15:33,RespRate,13
-15:33,Weight,82
-15:48,HR,69
-15:48,NIDiasABP,34
-15:48,NIMAP,53.33
-15:48,NISysABP,92
-15:48,RespRate,14
-15:48,Weight,82
-16:03,HR,71
-16:03,NIDiasABP,39
-16:03,NIMAP,59.33
-16:03,NISysABP,100
-16:03,RespRate,12
-16:03,Temp,36.1
-16:03,Weight,82
-16:18,HR,72
-16:18,NIDiasABP,34
-16:18,NIMAP,55.67
-16:18,NISysABP,99
-16:18,RespRate,26
-16:18,Weight,82
-17:03,HR,66
-17:03,NIDiasABP,45
-17:03,NIMAP,68
-17:03,NISysABP,114
-17:03,RespRate,13
-17:03,Weight,82
-18:03,HR,74
-18:03,NIDiasABP,46
-18:03,NIMAP,66
-18:03,NISysABP,106
-18:03,RespRate,14
-18:03,Weight,82
-19:03,HR,66
-19:03,NIDiasABP,42
-19:03,NIMAP,62.67
-19:03,NISysABP,104
-19:03,RespRate,14
-19:03,Weight,82
-19:53,HR,143
-19:53,NIDiasABP,60
-19:53,NIMAP,82.67
-19:53,NISysABP,128
-19:53,RespRate,12
-19:53,Weight,82
-20:03,HR,60
-20:03,NIDiasABP,45
-20:03,NIMAP,65.33
-20:03,NISysABP,106
-20:03,RespRate,22
-20:03,Weight,82
-21:03,HR,68
-21:03,NIDiasABP,45
-21:03,NIMAP,65.33
-21:03,NISysABP,106
-21:03,RespRate,16
-21:03,Temp,36.2
-21:03,Weight,82
-22:03,HR,64
-22:03,NIDiasABP,37
-22:03,NIMAP,58
-22:03,NISysABP,100
-22:03,RespRate,19
-22:03,Weight,82
-23:03,HR,65
-23:03,NIDiasABP,43
-23:03,NIMAP,64.67
-23:03,NISysABP,108
-23:03,RespRate,19
-23:03,Weight,82
-24:03,GCS,15
-24:03,HR,70
-24:03,NIDiasABP,48
-24:03,NIMAP,73.33
-24:03,NISysABP,124
-24:03,RespRate,18
-24:03,Temp,36.7
-24:03,Weight,82
-25:03,HR,65
-25:03,NIDiasABP,48
-25:03,NIMAP,68.67
-25:03,NISysABP,110
-25:03,RespRate,20
-25:03,Weight,82
-26:03,HR,67
-26:03,NIDiasABP,51
-26:03,NIMAP,75.33
-26:03,NISysABP,124
-26:03,RespRate,12
-26:03,Weight,82
-27:03,HR,74
-27:03,NIDiasABP,41
-27:03,NIMAP,62
-27:03,NISysABP,104
-27:03,RespRate,13
-27:03,Weight,82
-28:03,GCS,15
-28:03,HR,77
-28:03,NIDiasABP,37
-28:03,NIMAP,56.67
-28:03,NISysABP,96
-28:03,RespRate,19
-28:03,Temp,36.3
-28:03,Weight,82
-29:03,HR,68
-29:03,NIDiasABP,43
-29:03,NIMAP,61
-29:03,NISysABP,97
-29:03,RespRate,20
-29:03,Weight,82
-30:03,HR,77
-30:03,NIDiasABP,31
-30:03,NIMAP,52.33
-30:03,NISysABP,95
-30:03,RespRate,15
-30:03,Weight,82
-31:03,HR,82
-31:03,NIDiasABP,49
-31:03,NIMAP,73.33
-31:03,NISysABP,122
-31:03,RespRate,13
-31:03,Weight,82
-32:03,GCS,15
-32:03,HR,75
-32:03,NIDiasABP,44
-32:03,NIMAP,62.33
-32:03,NISysABP,99
-32:03,RespRate,13
-32:03,Temp,36.4
-32:03,Weight,82
-32:23,BUN,20
-32:23,Creatinine,4.7
-32:23,Glucose,104
-32:23,HCO3,21
-32:23,HCT,29.1
-32:23,Mg,1.3
-32:23,Platelets,251
-32:23,K,2.8
-32:23,Na,137
-32:23,WBC,13.4
-33:03,HR,78
-33:03,NIDiasABP,47
-33:03,NIMAP,67.33
-33:03,NISysABP,108
-33:03,RespRate,13
-33:03,Weight,82
-34:03,HR,78
-34:03,NIDiasABP,44
-34:03,NIMAP,64.33
-34:03,NISysABP,105
-34:03,RespRate,15
-34:03,Weight,82
-35:03,HR,76
-35:03,NIDiasABP,36
-35:03,NIMAP,60.33
-35:03,NISysABP,109
-35:03,RespRate,22
-35:03,Temp,36.3
-35:03,Weight,82
-36:03,GCS,15
-36:03,HR,69
-36:03,NIDiasABP,40
-36:03,NIMAP,61
-36:03,NISysABP,103
-36:03,RespRate,24
-36:03,Weight,82
-37:03,HR,63
-37:03,NIDiasABP,30
-37:03,NIMAP,49
-37:03,NISysABP,87
-37:03,RespRate,18
-37:03,Weight,82
-38:03,HR,62
-38:03,NIDiasABP,39
-38:03,NIMAP,64
-38:03,NISysABP,114
-38:03,RespRate,16
-38:03,Weight,82
-39:03,HR,63
-39:03,NIDiasABP,41
-39:03,NIMAP,61.33
-39:03,NISysABP,102
-39:03,RespRate,15
-39:03,Weight,82
-40:03,HR,63
-40:03,NIDiasABP,38
-40:03,NIMAP,60.33
-40:03,NISysABP,105
-40:03,RespRate,21
-40:03,Temp,37.4
-40:03,Weight,82
-41:03,HR,64
-41:03,NIDiasABP,37
-41:03,NIMAP,58.67
-41:03,NISysABP,102
-41:03,RespRate,14
-41:03,Weight,82
-42:03,HR,63
-42:03,NIDiasABP,39
-42:03,NIMAP,58
-42:03,NISysABP,96
-42:03,RespRate,13
-42:03,Weight,82
-43:03,HR,66
-43:03,RespRate,12
-43:03,Weight,82
-43:33,HCT,31.5
-43:33,Mg,1.9
-43:33,K,4.4
-44:03,HR,66
-44:03,NIDiasABP,45
-44:03,NIMAP,63.67
-44:03,NISysABP,101
-44:03,RespRate,14
-44:03,Weight,82
-45:03,HR,68
-45:03,NIDiasABP,34
-45:03,NIMAP,58.33
-45:03,NISysABP,107
-45:03,RespRate,20
-45:03,Temp,37.2
-45:03,Weight,82
-46:03,HR,65
-46:03,NIDiasABP,25
-46:03,NIMAP,50
-46:03,NISysABP,100
-46:03,RespRate,15
-46:03,Weight,82
diff --git a/data/set-a/132598.txt b/data/set-a/132598.txt
deleted file mode 100644
index 3a48c6e14c875e61f6756722146d5f70ea2407d0..0000000000000000000000000000000000000000
--- a/data/set-a/132598.txt
+++ /dev/null
@@ -1,597 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132598
-00:00,Age,80
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,60
-00:34,BUN,19
-00:34,Creatinine,0.8
-00:34,Glucose,201
-00:34,HCO3,28
-00:34,HCT,40.9
-00:34,Mg,1.6
-00:34,Platelets,246
-00:34,K,3.3
-00:34,Na,136
-00:34,WBC,13.4
-01:14,FiO2,1
-01:14,MechVent,1
-01:19,GCS,6
-01:19,HR,51
-01:19,Temp,34.2
-01:49,DiasABP,75
-01:49,GCS,7
-01:49,HR,51
-01:49,MAP,98
-01:49,NIDiasABP,69
-01:49,NIMAP,91
-01:49,NISysABP,135
-01:49,SysABP,139
-01:49,Temp,35
-01:49,Urine,400
-02:13,pH,7.44
-02:13,PaCO2,31
-02:13,PaO2,364
-02:13,SaO2,99
-02:23,FiO2,0.5
-02:23,MechVent,1
-02:49,DiasABP,83
-02:49,FiO2,0.5
-02:49,GCS,7
-02:49,HR,49
-02:49,MAP,117
-02:49,MechVent,1
-02:49,NIDiasABP,69
-02:49,NIMAP,86.33
-02:49,NISysABP,121
-02:49,SysABP,183
-02:49,Temp,35.1
-02:49,Urine,300
-03:49,DiasABP,98
-03:49,GCS,7
-03:49,HR,62
-03:49,MAP,132
-03:49,NIDiasABP,70
-03:49,NIMAP,95.67
-03:49,NISysABP,147
-03:49,SysABP,195
-03:49,Temp,36.4
-03:49,Urine,100
-04:04,DiasABP,88
-04:04,HR,58
-04:04,MAP,119
-04:04,NIDiasABP,51
-04:04,NIMAP,80.33
-04:04,NISysABP,139
-04:04,SysABP,179
-04:19,DiasABP,71
-04:19,HR,64
-04:19,MAP,90
-04:19,NIDiasABP,59
-04:19,NIMAP,74.33
-04:19,NISysABP,105
-04:19,SysABP,130
-04:49,DiasABP,59
-04:49,HR,52
-04:49,MAP,80
-04:49,NIDiasABP,53
-04:49,NIMAP,72.67
-04:49,NISysABP,112
-04:49,SysABP,126
-05:39,DiasABP,94
-05:39,HR,63
-05:39,MAP,132
-05:39,NIDiasABP,95
-05:39,NIMAP,119
-05:39,NISysABP,167
-05:39,SysABP,208
-05:49,DiasABP,90
-05:49,FiO2,0.5
-05:49,GCS,7
-05:49,HR,63
-05:49,MAP,126
-05:49,MechVent,1
-05:49,NIDiasABP,85
-05:49,NIMAP,110.7
-05:49,NISysABP,162
-05:49,SysABP,197
-05:49,Urine,260
-06:09,DiasABP,87
-06:09,HR,64
-06:09,MAP,121
-06:09,NIDiasABP,85
-06:09,NIMAP,106.3
-06:09,NISysABP,149
-06:09,SysABP,192
-06:19,DiasABP,82
-06:19,HR,60
-06:19,MAP,115
-06:19,NIDiasABP,64
-06:19,NIMAP,96
-06:19,NISysABP,160
-06:19,SysABP,186
-06:24,DiasABP,89
-06:24,HR,62
-06:24,MAP,124
-06:24,NIDiasABP,65
-06:24,NIMAP,99.33
-06:24,NISysABP,168
-06:24,SysABP,196
-06:34,DiasABP,95
-06:34,HR,66
-06:34,MAP,131
-06:34,NIDiasABP,75
-06:34,NIMAP,108
-06:34,NISysABP,174
-06:34,SysABP,202
-06:49,DiasABP,85
-06:49,HR,63
-06:49,MAP,117
-06:49,NIDiasABP,64
-06:49,NIMAP,101.3
-06:49,NISysABP,176
-06:49,SysABP,184
-06:49,Temp,36.7
-06:49,Urine,110
-07:49,DiasABP,86
-07:49,GCS,7
-07:49,HR,72
-07:49,MAP,118
-07:49,NIDiasABP,73
-07:49,NIMAP,103
-07:49,NISysABP,163
-07:49,SysABP,190
-07:59,DiasABP,90
-07:59,HR,73
-07:59,MAP,121
-07:59,NIDiasABP,69
-07:59,NIMAP,93.67
-07:59,NISysABP,143
-07:59,SysABP,189
-08:04,DiasABP,89
-08:04,HR,71
-08:04,MAP,122
-08:04,NIDiasABP,76
-08:04,NIMAP,102.7
-08:04,NISysABP,156
-08:04,SysABP,192
-08:34,DiasABP,82
-08:34,HR,81
-08:34,MAP,107
-08:34,NIDiasABP,60
-08:34,NIMAP,82
-08:34,NISysABP,126
-08:34,SysABP,173
-08:45,K,3.7
-08:49,DiasABP,74
-08:49,HR,81
-08:49,MAP,96
-08:49,NIDiasABP,58
-08:49,NIMAP,76
-08:49,NISysABP,112
-08:49,SysABP,151
-08:49,Urine,35
-08:54,DiasABP,87
-08:54,HR,86
-08:54,MAP,113
-08:54,NIDiasABP,63
-08:54,NIMAP,82.67
-08:54,NISysABP,122
-08:54,SysABP,174
-09:49,DiasABP,72
-09:49,FiO2,0.5
-09:49,GCS,6
-09:49,HR,89
-09:49,MAP,93
-09:49,MechVent,1
-09:49,NIDiasABP,62
-09:49,NIMAP,80
-09:49,NISysABP,116
-09:49,SysABP,142
-09:49,Temp,39.4
-09:49,Urine,45
-10:49,DiasABP,59
-10:49,HR,95
-10:49,MAP,75
-10:49,SysABP,105
-10:49,Urine,45
-11:49,DiasABP,61
-11:49,GCS,7
-11:49,HR,87
-11:49,MAP,79
-11:49,SysABP,121
-11:49,Temp,39.1
-11:49,Urine,35
-12:34,DiasABP,52
-12:34,HR,90
-12:34,MAP,67
-12:34,SysABP,98
-12:39,DiasABP,56
-12:39,HR,96
-12:39,MAP,71
-12:39,SysABP,102
-12:49,DiasABP,55
-12:49,HR,87
-12:49,MAP,71
-12:49,SysABP,103
-12:49,Urine,25
-12:59,DiasABP,49
-12:59,HR,84
-12:59,MAP,64
-12:59,SysABP,95
-13:14,DiasABP,55
-13:14,HR,80
-13:14,MAP,73
-13:14,NIDiasABP,66
-13:14,NIMAP,83
-13:14,NISysABP,117
-13:14,SysABP,106
-13:14,Temp,38.7
-13:24,DiasABP,48
-13:24,HR,67
-13:24,MAP,68
-13:24,NIDiasABP,50
-13:24,NIMAP,73
-13:24,NISysABP,119
-13:24,SysABP,107
-13:49,DiasABP,55
-13:49,FiO2,0.5
-13:49,GCS,7
-13:49,HR,75
-13:49,MAP,73
-13:49,MechVent,1
-13:49,NIDiasABP,52
-13:49,NIMAP,73.67
-13:49,NISysABP,117
-13:49,SysABP,106
-13:49,Urine,40
-14:49,DiasABP,47
-14:49,HR,74
-14:49,MAP,61
-14:49,NIDiasABP,52
-14:49,NIMAP,72.33
-14:49,NISysABP,113
-14:49,SysABP,86
-14:49,Temp,38.6
-14:49,Urine,20
-15:49,DiasABP,46
-15:49,GCS,7
-15:49,HR,72
-15:49,MAP,61
-15:49,NIDiasABP,52
-15:49,NIMAP,72
-15:49,NISysABP,112
-15:49,SysABP,88
-15:49,Temp,38.7
-15:49,Urine,15
-16:49,DiasABP,42
-16:49,HR,78
-16:49,MAP,54
-16:49,NIDiasABP,43
-16:49,NIMAP,58
-16:49,NISysABP,88
-16:49,SysABP,74
-17:34,DiasABP,43
-17:34,HR,79
-17:34,MAP,55
-17:34,NIDiasABP,46
-17:34,NIMAP,59.33
-17:34,NISysABP,86
-17:34,SysABP,77
-17:49,DiasABP,44
-17:49,FiO2,0.5
-17:49,GCS,7
-17:49,HR,74
-17:49,MAP,57
-17:49,MechVent,1
-17:49,NIDiasABP,52
-17:49,NIMAP,65
-17:49,NISysABP,91
-17:49,SysABP,81
-17:49,Urine,25
-18:49,DiasABP,43
-18:49,HR,74
-18:49,MAP,56
-18:49,NIDiasABP,49
-18:49,NIMAP,66.33
-18:49,NISysABP,101
-18:49,SysABP,81
-18:49,Temp,37.7
-18:49,Urine,35
-19:49,DiasABP,61
-19:49,FiO2,0.5
-19:49,GCS,7
-19:49,HR,75
-19:49,MAP,78
-19:49,MechVent,1
-19:49,NIDiasABP,58
-19:49,NIMAP,74.33
-19:49,NISysABP,107
-19:49,SysABP,109
-19:49,Urine,30
-20:49,DiasABP,59
-20:49,HR,75
-20:49,MAP,79
-20:49,NIDiasABP,53
-20:49,NIMAP,83
-20:49,NISysABP,143
-20:49,SysABP,117
-20:49,Urine,25
-21:49,DiasABP,72
-21:49,FiO2,0.5
-21:49,GCS,8
-21:49,HR,82
-21:49,MAP,101
-21:49,MechVent,1
-21:49,NIDiasABP,61
-21:49,NIMAP,85
-21:49,NISysABP,133
-21:49,SysABP,149
-21:49,Temp,37.6
-21:49,Urine,40
-22:49,DiasABP,58
-22:49,HR,77
-22:49,MAP,80
-22:49,NIDiasABP,63
-22:49,NIMAP,85
-22:49,NISysABP,129
-22:49,SysABP,124
-22:49,Urine,40
-23:49,DiasABP,55
-23:49,GCS,8
-23:49,HR,67
-23:49,MAP,81
-23:49,NIDiasABP,115
-23:49,NIMAP,127
-23:49,NISysABP,151
-23:49,SysABP,127
-23:49,Urine,45
-24:19,DiasABP,64
-24:19,HR,70
-24:19,MAP,90
-24:19,SysABP,136
-24:49,DiasABP,65
-24:49,HR,82
-24:49,MAP,89
-24:49,NIDiasABP,65
-24:49,NIMAP,83.33
-24:49,NISysABP,120
-24:49,SysABP,129
-24:49,Urine,15
-25:04,DiasABP,56
-25:04,HR,75
-25:04,MAP,74
-25:04,SysABP,107
-25:19,DiasABP,57
-25:19,HR,75
-25:19,MAP,77
-25:19,SysABP,111
-25:34,DiasABP,55
-25:34,HR,76
-25:34,MAP,74
-25:34,SysABP,106
-25:49,DiasABP,68
-25:49,FiO2,0.5
-25:49,GCS,7
-25:49,HR,78
-25:49,MAP,100
-25:49,MechVent,1
-25:49,SysABP,153
-25:49,Urine,25
-26:04,BUN,30
-26:04,Creatinine,1
-26:04,Glucose,139
-26:04,HCO3,21
-26:04,HCT,32.8
-26:04,Mg,2.3
-26:04,Platelets,185
-26:04,K,3.7
-26:04,Na,146
-26:04,WBC,20.2
-26:18,pH,7.5
-26:18,PaCO2,27
-26:18,PaO2,191
-26:18,SaO2,98
-26:49,DiasABP,77
-26:49,HR,92
-26:49,MAP,111
-26:49,SysABP,168
-26:49,Urine,25
-27:49,DiasABP,74
-27:49,FiO2,0.4
-27:49,GCS,7
-27:49,HR,77
-27:49,MAP,109
-27:49,MechVent,1
-27:49,SysABP,166
-27:49,Temp,37.7
-28:49,DiasABP,72
-28:49,HR,80
-28:49,MAP,104
-28:49,SysABP,158
-28:49,Urine,50
-29:24,pH,7.46
-29:24,PaCO2,29
-29:24,PaO2,188
-29:24,SaO2,98
-29:49,DiasABP,61
-29:49,GCS,7
-29:49,HR,80
-29:49,MAP,85
-29:49,SysABP,121
-29:49,Urine,50
-30:49,DiasABP,62
-30:49,FiO2,0.4
-30:49,HR,80
-30:49,MAP,85
-30:49,MechVent,1
-30:49,SysABP,126
-30:49,Urine,25
-31:04,MechVent,1
-31:49,DiasABP,67
-31:49,GCS,7
-31:49,HR,83
-31:49,MAP,98
-31:49,SysABP,149
-31:49,Temp,38
-31:49,Urine,20
-31:59,DiasABP,75
-31:59,HR,84
-31:59,MAP,109
-31:59,SysABP,165
-32:05,pH,7.49
-32:05,PaCO2,30
-32:05,PaO2,151
-32:05,SaO2,99
-32:24,DiasABP,74
-32:24,HR,88
-32:24,MAP,109
-32:24,SysABP,168
-32:34,DiasABP,90
-32:34,HR,94
-32:34,MAP,130
-32:34,SysABP,189
-32:44,DiasABP,80
-32:44,HR,90
-32:44,MAP,116
-32:44,SysABP,173
-32:49,DiasABP,90
-32:49,HR,95
-32:49,MAP,129
-32:49,SysABP,190
-32:49,Urine,35
-32:54,DiasABP,64
-32:54,HR,89
-32:54,MAP,110
-32:54,SysABP,142
-33:19,DiasABP,89
-33:19,HR,96
-33:19,MAP,124
-33:19,SysABP,179
-33:49,DiasABP,62
-33:49,FiO2,0.4
-33:49,GCS,7
-33:49,HR,87
-33:49,MAP,89
-33:49,MechVent,1
-33:49,SysABP,134
-33:49,Urine,25
-33:54,pH,7.52
-33:54,PaCO2,25
-33:54,PaO2,156
-33:54,SaO2,98
-34:49,DiasABP,51
-34:49,HR,74
-34:49,MAP,73
-34:49,SysABP,118
-34:49,Urine,45
-35:49,DiasABP,65
-35:49,GCS,8
-35:49,HR,87
-35:49,MAP,97
-35:49,SysABP,156
-35:49,Temp,37.1
-35:49,Urine,30
-36:49,DiasABP,61
-36:49,HR,84
-36:49,MAP,90
-36:49,SysABP,145
-36:49,Urine,45
-37:01,pH,7.5
-37:01,PaCO2,27
-37:01,PaO2,158
-37:01,SaO2,99
-37:49,GCS,8
-37:59,Urine,130
-38:04,DiasABP,80
-38:04,HR,103
-38:04,MAP,112
-38:04,SysABP,170
-38:19,DiasABP,68
-38:19,HR,105
-38:19,MAP,104
-38:19,SysABP,155
-38:27,FiO2,0.4
-38:27,MechVent,1
-38:49,DiasABP,69
-38:49,HR,83
-38:49,MAP,103
-38:49,SysABP,161
-38:49,Urine,40
-39:49,DiasABP,60
-39:49,HR,91
-39:49,MAP,86
-39:49,SysABP,131
-39:49,Urine,50
-40:49,HR,82
-40:49,NIDiasABP,90
-40:49,NIMAP,109.3
-40:49,NISysABP,148
-41:49,GCS,8
-41:49,HR,87
-41:49,MechVent,1
-41:49,NIDiasABP,93
-41:49,NIMAP,107.7
-41:49,NISysABP,137
-41:49,Temp,37.1
-41:49,Urine,60
-41:56,FiO2,0.4
-41:56,MechVent,1
-42:49,HR,88
-42:49,NIDiasABP,56
-42:49,NIMAP,85.33
-42:49,NISysABP,144
-42:49,Urine,33
-43:49,HR,158
-43:49,NIDiasABP,104
-43:49,NIMAP,127.3
-43:49,NISysABP,174
-43:54,HR,78
-43:54,NIDiasABP,70
-43:54,NIMAP,95.67
-43:54,NISysABP,147
-43:59,HR,84
-43:59,NIDiasABP,87
-43:59,NIMAP,100
-43:59,NISysABP,126
-44:04,HR,81
-44:04,NIDiasABP,68
-44:04,NIMAP,99.67
-44:04,NISysABP,163
-44:49,BUN,22
-44:49,Creatinine,0.7
-44:49,DiasABP,70
-44:49,Glucose,129
-44:49,HCO3,21
-44:49,HR,71
-44:49,Mg,2.2
-44:49,MAP,112
-44:49,NIDiasABP,61
-44:49,NIMAP,82.33
-44:49,NISysABP,125
-44:49,K,4
-44:49,Na,146
-44:49,SysABP,148
-44:49,Urine,36
-44:58,pH,7.48
-44:58,PaCO2,29
-44:58,PaO2,126
-45:49,DiasABP,69
-45:49,FiO2,0.4
-45:49,GCS,8
-45:49,HR,76
-45:49,MAP,102
-45:49,MechVent,1
-45:49,SysABP,157
-45:49,Temp,36.4
-46:49,DiasABP,66
-46:49,HR,74
-46:49,MAP,117
-46:49,SysABP,154
-46:49,Urine,65
-47:49,DiasABP,64
-47:49,HR,72
-47:49,MAP,95
-47:49,SysABP,146
-47:49,Urine,16
diff --git a/data/set-a/132599.txt b/data/set-a/132599.txt
deleted file mode 100644
index d6260fbf22869837baed6199cf6769854f9f1dce..0000000000000000000000000000000000000000
--- a/data/set-a/132599.txt
+++ /dev/null
@@ -1,413 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132599
-00:00,Age,53
-00:00,Gender,0
-00:00,Height,177.8
-00:00,ICUType,4
-00:00,Weight,73.5
-00:22,HR,98
-00:22,NIDiasABP,69
-00:22,NIMAP,86
-00:22,NISysABP,119
-00:22,Temp,37.3
-00:37,HR,102
-00:37,NIDiasABP,57
-00:37,NIMAP,74
-00:37,NISysABP,104
-00:52,HR,100
-00:52,NIDiasABP,62
-00:52,NIMAP,78
-00:52,NISysABP,108
-00:52,Urine,350
-01:07,HR,98
-01:07,NIDiasABP,64
-01:07,NIMAP,80
-01:07,NISysABP,105
-01:34,Albumin,2
-01:34,ALP,124
-01:34,ALT,14
-01:34,AST,20
-01:34,Bilirubin,1.3
-01:34,BUN,33
-01:34,Creatinine,1
-01:34,Glucose,150
-01:34,HCO3,21
-01:34,HCT,26.8
-01:34,Mg,2.3
-01:34,Platelets,249
-01:34,K,3.7
-01:34,Na,136
-01:34,TroponinT,0.02
-01:34,WBC,14.2
-01:47,Lactate,1.8
-01:52,DiasABP,77
-01:52,HR,97
-01:52,MAP,97
-01:52,SysABP,135
-01:52,Urine,200
-02:52,DiasABP,72
-02:52,HR,98
-02:52,MAP,89
-02:52,SysABP,120
-02:52,Urine,75
-03:52,DiasABP,72
-03:52,FiO2,0.6
-03:52,GCS,8
-03:52,HR,100
-03:52,MAP,91
-03:52,MechVent,1
-03:52,SysABP,138
-03:52,Temp,38.6
-03:52,Urine,100
-04:02,DiasABP,77
-04:02,HR,100
-04:02,MAP,98
-04:02,SysABP,145
-04:27,pH,7.48
-04:27,PaCO2,32
-04:27,PaO2,99
-04:27,SaO2,98
-04:52,DiasABP,73
-04:52,HR,102
-04:52,MAP,89
-04:52,SysABP,124
-04:52,Urine,160
-05:06,ALP,116
-05:06,ALT,13
-05:06,AST,19
-05:06,Bilirubin,1.6
-05:06,BUN,27
-05:06,Creatinine,0.6
-05:06,Glucose,100
-05:06,HCO3,22
-05:06,HCT,26.1
-05:06,Mg,2.1
-05:06,Platelets,255
-05:06,K,3.7
-05:06,Na,137
-05:06,WBC,13.7
-05:27,Lactate,2.1
-05:52,DiasABP,73
-05:52,HR,97
-05:52,MAP,89
-05:52,SysABP,123
-05:52,Urine,100
-06:32,DiasABP,83
-06:32,HR,104
-06:32,MAP,102
-06:32,SysABP,135
-06:52,DiasABP,69
-06:52,HR,98
-06:52,MAP,83
-06:52,SysABP,107
-06:52,Urine,100
-07:52,DiasABP,73
-07:52,FiO2,0.6
-07:52,GCS,8
-07:52,HR,86
-07:52,MAP,87
-07:52,MechVent,1
-07:52,SysABP,111
-07:52,Temp,37.7
-07:52,Urine,160
-08:52,DiasABP,64
-08:52,HR,83
-08:52,MAP,77
-08:52,SysABP,98
-08:52,Urine,120
-09:43,pH,7.48
-09:43,PaCO2,31
-09:43,PaO2,142
-09:52,DiasABP,60
-09:52,HR,78
-09:52,MAP,72
-09:52,SysABP,92
-09:52,Urine,100
-10:38,ALP,112
-10:38,ALT,13
-10:38,AST,20
-10:38,Bilirubin,2
-10:38,BUN,21
-10:38,Creatinine,0.5
-10:38,Glucose,94
-10:38,HCO3,22
-10:38,HCT,24.5
-10:38,Mg,2
-10:38,Platelets,214
-10:38,K,3.6
-10:38,Na,136
-10:38,WBC,11.2
-10:43,Lactate,2
-10:52,DiasABP,63
-10:52,HR,78
-10:52,MAP,76
-10:52,SysABP,97
-10:52,Urine,100
-11:52,DiasABP,76
-11:52,FiO2,0.6
-11:52,GCS,8
-11:52,HR,86
-11:52,MAP,91
-11:52,MechVent,1
-11:52,SysABP,115
-11:52,Temp,38.2
-11:52,Urine,50
-12:52,DiasABP,72
-12:52,HR,87
-12:52,MAP,85
-12:52,SysABP,113
-12:52,Urine,100
-13:07,pH,7.48
-13:07,PaCO2,29
-13:07,PaO2,127
-13:52,DiasABP,70
-13:52,FiO2,0.4
-13:52,HR,90
-13:52,MAP,83
-13:52,SysABP,106
-13:52,Urine,80
-14:52,DiasABP,57
-14:52,HR,86
-14:52,MAP,69
-14:52,SysABP,90
-14:52,Urine,50
-15:52,DiasABP,63
-15:52,FiO2,0.5
-15:52,GCS,8
-15:52,HR,83
-15:52,MAP,75
-15:52,MechVent,1
-15:52,SysABP,100
-15:52,Temp,37.4
-15:52,Urine,80
-16:52,DiasABP,63
-16:52,HR,80
-16:52,MAP,76
-16:52,SysABP,95
-16:52,Urine,80
-17:52,DiasABP,82
-17:52,HR,92
-17:52,MAP,97
-17:52,MechVent,1
-17:52,SysABP,124
-17:52,Urine,50
-18:22,DiasABP,61
-18:22,HR,86
-18:22,MAP,72
-18:22,SysABP,91
-18:52,DiasABP,60
-18:52,HR,84
-18:52,MAP,71
-18:52,SysABP,86
-18:52,Urine,50
-19:52,DiasABP,62
-19:52,GCS,8
-19:52,HR,83
-19:52,MAP,75
-19:52,MechVent,1
-19:52,SysABP,95
-19:52,Temp,37.4
-19:52,Urine,50
-20:52,DiasABP,63
-20:52,FiO2,0.5
-20:52,HR,85
-20:52,MAP,76
-20:52,MechVent,1
-20:52,SysABP,96
-20:52,Urine,50
-21:52,DiasABP,60
-21:52,HR,80
-21:52,MAP,74
-21:52,MechVent,1
-21:52,SysABP,95
-21:52,Urine,45
-22:52,DiasABP,62
-22:52,HR,81
-22:52,MAP,76
-22:52,SysABP,99
-22:52,Urine,60
-23:52,DiasABP,70
-23:52,FiO2,0.5
-23:52,GCS,8
-23:52,HR,83
-23:52,MAP,85
-23:52,MechVent,1
-23:52,SysABP,113
-23:52,Temp,37.9
-23:52,Urine,50
-24:52,DiasABP,65
-24:52,HR,80
-24:52,MAP,80
-24:52,SysABP,105
-24:52,Urine,60
-25:22,pH,7.51
-25:22,PaCO2,28
-25:22,PaO2,164
-25:52,DiasABP,65
-25:52,HR,80
-25:52,MAP,80
-25:52,SysABP,105
-25:52,Urine,60
-26:52,DiasABP,70
-26:52,HR,82
-26:52,MAP,87
-26:52,SysABP,116
-26:52,Urine,50
-26:57,DiasABP,77
-26:57,HR,91
-26:57,MAP,94
-26:57,SysABP,124
-27:52,DiasABP,64
-27:52,FiO2,0.5
-27:52,GCS,8
-27:52,HR,78
-27:52,MAP,78
-27:52,MechVent,1
-27:52,SysABP,101
-27:52,Temp,37.5
-27:52,Urine,60
-28:52,DiasABP,70
-28:52,HR,79
-28:52,MAP,85
-28:52,SysABP,114
-28:52,Urine,50
-29:52,DiasABP,68
-29:52,HR,77
-29:52,MAP,82
-29:52,SysABP,107
-29:52,Urine,50
-30:52,DiasABP,68
-30:52,HR,78
-30:52,MAP,83
-30:52,SysABP,106
-30:52,Urine,50
-31:52,DiasABP,62
-31:52,FiO2,0.5
-31:52,GCS,8
-31:52,HR,77
-31:52,MAP,78
-31:52,MechVent,1
-31:52,SysABP,102
-31:52,Temp,37.2
-31:52,Urine,50
-32:52,DiasABP,55
-32:52,HR,70
-32:52,MAP,67
-32:52,SysABP,86
-32:52,Urine,60
-33:52,DiasABP,63
-33:52,HR,69
-33:52,MAP,78
-33:52,SysABP,103
-33:52,Urine,140
-34:02,pH,7.5
-34:02,PaCO2,33
-34:02,PaO2,168
-34:52,BUN,12
-34:52,Creatinine,0.5
-34:52,DiasABP,71
-34:52,Glucose,94
-34:52,HCO3,23
-34:52,HCT,23.2
-34:52,HR,69
-34:52,Mg,1.8
-34:52,MAP,87
-34:52,Platelets,196
-34:52,K,3.7
-34:52,Na,139
-34:52,SysABP,116
-34:52,Urine,80
-34:52,WBC,9.4
-35:02,Lactate,1.3
-35:52,DiasABP,61
-35:52,FiO2,0.5
-35:52,GCS,8
-35:52,HR,67
-35:52,MAP,75
-35:52,MechVent,1
-35:52,SysABP,95
-35:52,Temp,36.2
-36:52,DiasABP,57
-36:52,HR,73
-36:52,MAP,72
-36:52,SysABP,93
-36:52,Urine,240
-37:52,DiasABP,61
-37:52,HR,71
-37:52,MAP,76
-37:52,SysABP,98
-37:52,Urine,400
-38:52,DiasABP,58
-38:52,HR,72
-38:52,MAP,72
-38:52,SysABP,95
-38:52,Urine,120
-39:52,DiasABP,68
-39:52,FiO2,0.5
-39:52,GCS,8
-39:52,HR,76
-39:52,MAP,85
-39:52,MechVent,1
-39:52,SysABP,110
-39:52,Temp,36.4
-39:52,Urine,140
-40:02,FiO2,0.5
-40:02,MechVent,1
-40:12,pH,7.45
-40:12,PaCO2,34
-40:12,PaO2,159
-40:52,DiasABP,63
-40:52,HR,74
-40:52,MAP,79
-40:52,SysABP,104
-40:52,Urine,120
-41:52,DiasABP,71
-41:52,HR,75
-41:52,MAP,88
-41:52,SysABP,114
-42:52,DiasABP,69
-42:52,HR,81
-42:52,MAP,86
-42:52,SysABP,112
-42:52,Urine,220
-43:52,DiasABP,73
-43:52,FiO2,0.7
-43:52,GCS,7
-43:52,HR,95
-43:52,MAP,91
-43:52,SysABP,118
-43:52,Temp,36.4
-43:52,Urine,110
-44:22,DiasABP,70
-44:22,FiO2,1
-44:22,HR,92
-44:22,MAP,87
-44:22,MechVent,1
-44:22,SysABP,114
-44:52,DiasABP,73
-44:52,HR,92
-44:52,MAP,91
-44:52,SysABP,119
-44:52,Urine,120
-45:42,pH,7.45
-45:42,PaCO2,38
-45:42,PaO2,184
-45:52,DiasABP,74
-45:52,FiO2,0.5
-45:52,HR,93
-45:52,MAP,94
-45:52,MechVent,1
-45:52,SysABP,126
-45:52,Urine,110
-46:52,DiasABP,68
-46:52,HR,92
-46:52,MAP,85
-46:52,SysABP,115
-46:52,Urine,100
-47:52,DiasABP,72
-47:52,GCS,14
-47:52,HR,94
-47:52,MAP,90
-47:52,SysABP,123
-47:52,Temp,36.7
-47:52,Urine,80
diff --git a/data/set-a/132601.txt b/data/set-a/132601.txt
deleted file mode 100644
index d8bbfe502e3d5f6b484ba840a95b564163ad734e..0000000000000000000000000000000000000000
--- a/data/set-a/132601.txt
+++ /dev/null
@@ -1,449 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132601
-00:00,Age,74
-00:00,Gender,1
-00:00,Height,177.8
-00:00,ICUType,2
-00:00,Weight,75.9
-00:15,pH,7.39
-00:15,PaCO2,39
-00:15,PaO2,137
-00:56,pH,7.39
-00:56,PaCO2,37
-00:56,PaO2,222
-01:26,Urine,250
-01:26,Urine,635
-01:31,DiasABP,70
-01:31,FiO2,1
-01:31,HR,103
-01:31,MAP,94
-01:31,MechVent,1
-01:31,SysABP,154
-01:34,HCT,24.9
-01:34,Platelets,115
-01:34,WBC,16.4
-01:41,DiasABP,52
-01:41,HR,102
-01:41,MAP,65
-01:41,SysABP,95
-01:56,DiasABP,64
-01:56,GCS,3
-01:56,HR,104
-01:56,MAP,85
-01:56,SysABP,132
-01:56,Temp,36.2
-02:01,DiasABP,65
-02:01,MAP,88
-02:01,SysABP,139
-02:06,DiasABP,64
-02:06,MAP,87
-02:06,SysABP,139
-02:11,DiasABP,63
-02:11,HR,103
-02:11,MAP,85
-02:11,SysABP,135
-02:11,Temp,36.3
-02:26,DiasABP,60
-02:26,HR,101
-02:26,MAP,79
-02:26,SysABP,124
-02:26,Temp,36.3
-02:26,Urine,180
-02:41,DiasABP,55
-02:41,HR,103
-02:41,MAP,72
-02:41,SysABP,112
-02:56,DiasABP,55
-02:56,HR,103
-02:56,MAP,71
-02:56,SysABP,111
-02:56,Temp,36.4
-02:58,BUN,10
-02:58,Creatinine,1
-02:58,HCO3,21
-03:01,DiasABP,54
-03:01,MAP,70
-03:01,SysABP,110
-03:04,pH,7.41
-03:04,PaCO2,33
-03:04,PaO2,406
-03:04,SaO2,99
-03:11,DiasABP,62
-03:11,HR,104
-03:11,MAP,84
-03:11,SysABP,134
-03:16,DiasABP,46
-03:16,MAP,56
-03:16,SysABP,78
-03:21,DiasABP,79
-03:21,HR,103
-03:21,MAP,110
-03:21,SysABP,182
-03:26,DiasABP,66
-03:26,FiO2,0.5
-03:26,HR,104
-03:26,MAP,92
-03:26,SysABP,149
-03:26,Temp,36.5
-03:26,Urine,240
-03:41,DiasABP,57
-03:41,HR,103
-03:41,MAP,73
-03:41,SysABP,110
-03:41,Temp,36.5
-03:56,DiasABP,61
-03:56,HR,107
-03:56,MAP,84
-03:56,SysABP,136
-04:11,DiasABP,59
-04:11,HR,106
-04:11,MAP,78
-04:11,SysABP,120
-04:11,Temp,36.5
-04:26,DiasABP,59
-04:26,HR,106
-04:26,MAP,77
-04:26,SysABP,119
-04:26,Temp,36.4
-04:26,Urine,255
-04:56,DiasABP,60
-04:56,HR,104
-04:56,MAP,79
-04:56,SysABP,123
-04:56,Temp,36.7
-05:26,DiasABP,54
-05:26,FiO2,0.4
-05:26,GCS,3
-05:26,HR,99
-05:26,MAP,69
-05:26,MechVent,1
-05:26,SysABP,105
-05:26,Temp,36.7
-05:26,Urine,140
-05:32,pH,7.37
-05:32,PaCO2,37
-05:32,PaO2,170
-05:32,SaO2,98
-06:09,HCT,28.9
-06:26,DiasABP,49
-06:26,HR,94
-06:26,MAP,62
-06:26,SysABP,92
-06:26,Temp,36.9
-06:26,Urine,0
-06:26,Urine,60
-06:45,pH,7.31
-06:45,PaCO2,41
-06:45,PaO2,140
-06:45,SaO2,98
-06:56,DiasABP,56
-06:56,FiO2,0.4
-06:56,HR,96
-06:56,MAP,73
-06:56,MechVent,1
-06:56,SysABP,111
-06:56,Temp,37
-07:11,DiasABP,58
-07:11,HR,99
-07:11,MAP,77
-07:11,SysABP,123
-07:11,Temp,37.1
-07:26,DiasABP,49
-07:26,HR,99
-07:26,MAP,65
-07:26,SysABP,100
-07:26,Temp,37.3
-07:26,Urine,45
-07:45,pH,7.26
-07:45,PaCO2,48
-07:45,PaO2,147
-07:45,SaO2,98
-07:56,FiO2,0.4
-07:56,MechVent,1
-08:26,DiasABP,50
-08:26,HR,102
-08:26,MAP,66
-08:26,SysABP,102
-08:26,Temp,37.5
-08:26,Urine,35
-08:38,pH,7.32
-08:38,PaCO2,42
-08:38,PaO2,153
-08:38,SaO2,98
-09:26,DiasABP,57
-09:26,GCS,11
-09:26,HR,108
-09:26,MAP,72
-09:26,SysABP,107
-09:26,Temp,37.8
-09:26,Urine,90
-10:23,pH,7.35
-10:23,PaCO2,39
-10:23,PaO2,144
-10:23,SaO2,98
-10:26,DiasABP,56
-10:26,HR,104
-10:26,MAP,72
-10:26,SysABP,111
-10:26,Temp,38
-10:26,Urine,20
-11:26,DiasABP,59
-11:26,HR,109
-11:26,MAP,76
-11:26,SysABP,116
-11:26,Temp,38.2
-11:26,Urine,70
-12:09,BUN,13
-12:09,Creatinine,1.2
-12:09,Glucose,131
-12:09,HCO3,21
-12:09,HCT,31.4
-12:09,Platelets,171
-12:09,K,4.7
-12:09,Na,140
-12:09,WBC,18.6
-12:26,DiasABP,59
-12:26,HR,109
-12:26,MAP,80
-12:26,SysABP,123
-12:26,Temp,38.1
-12:26,Urine,15
-13:26,DiasABP,56
-13:26,FiO2,0.4
-13:26,GCS,11
-13:26,HR,108
-13:26,MAP,74
-13:26,MechVent,1
-13:26,SysABP,111
-13:26,Temp,37.9
-14:26,DiasABP,62
-14:26,HR,94
-14:26,MAP,82
-14:26,SysABP,128
-14:26,Temp,37.8
-14:26,Urine,120
-14:51,pH,7.38
-14:51,PaCO2,40
-14:51,PaO2,124
-14:51,SaO2,98
-15:26,DiasABP,58
-15:26,FiO2,0.5
-15:26,GCS,15
-15:26,HR,107
-15:26,MAP,76
-15:26,MechVent,1
-15:26,SysABP,117
-15:26,Temp,37.8
-16:26,DiasABP,62
-16:26,HR,105
-16:26,MAP,83
-16:26,SysABP,126
-16:26,Temp,37.6
-16:26,Urine,60
-17:26,DiasABP,59
-17:26,GCS,15
-17:26,HR,104
-17:26,MAP,78
-17:26,SysABP,120
-17:26,Temp,37.5
-17:26,Urine,35
-17:32,pH,7.42
-17:32,PaCO2,37
-17:32,PaO2,161
-18:26,DiasABP,54
-18:26,HR,104
-18:26,MAP,74
-18:26,SysABP,113
-18:26,Temp,37.6
-18:26,Urine,40
-18:56,DiasABP,60
-18:56,HR,109
-18:56,MAP,72
-18:56,SysABP,101
-19:26,DiasABP,48
-19:26,HR,101
-19:26,MAP,65
-19:26,MechVent,1
-19:26,SysABP,103
-19:26,Temp,37.5
-19:26,Urine,30
-20:26,DiasABP,38
-20:26,HR,102
-20:26,MAP,55
-20:26,SysABP,97
-20:26,Urine,35
-21:26,DiasABP,55
-21:26,GCS,15
-21:26,HR,104
-21:26,MAP,79
-21:26,MechVent,1
-21:26,SysABP,136
-21:26,Urine,30
-21:48,BUN,17
-21:48,Creatinine,1.2
-21:48,Glucose,116
-21:48,HCT,31.8
-21:48,Mg,2.4
-21:48,K,5.6
-21:48,Na,141
-22:26,DiasABP,55
-22:26,HR,102
-22:26,MAP,81
-22:26,SysABP,130
-22:26,Urine,30
-22:56,DiasABP,67
-22:56,HR,105
-22:56,MAP,99
-22:56,SysABP,155
-23:26,DiasABP,54
-23:26,HR,97
-23:26,MAP,72
-23:26,SysABP,114
-23:26,Urine,30
-24:26,DiasABP,58
-24:26,HR,96
-24:26,MAP,77
-24:26,MechVent,1
-24:26,SysABP,121
-24:26,Urine,40
-25:26,DiasABP,56
-25:26,GCS,15
-25:26,HR,96
-25:26,MAP,74
-25:26,SysABP,117
-25:26,Temp,37.2
-25:26,Urine,60
-26:25,pH,7.4
-26:25,PaCO2,41
-26:25,PaO2,152
-26:26,DiasABP,55
-26:26,HR,95
-26:26,MAP,73
-26:26,MechVent,1
-26:26,SysABP,116
-26:26,Urine,200
-27:26,DiasABP,66
-27:26,HR,96
-27:26,MAP,76
-27:26,SysABP,156
-27:26,Urine,80
-28:26,DiasABP,61
-28:26,HR,99
-28:26,MAP,84
-28:26,SysABP,133
-28:26,Urine,70
-29:26,DiasABP,61
-29:26,GCS,15
-29:26,HR,102
-29:26,MAP,84
-29:26,SysABP,138
-29:26,Temp,37.1
-29:26,Urine,350
-30:26,DiasABP,53
-30:26,HR,96
-30:26,MAP,71
-30:26,SysABP,112
-30:26,Urine,90
-31:26,DiasABP,52
-31:26,HR,94
-31:26,MAP,71
-31:26,SysABP,118
-31:26,Urine,80
-32:26,DiasABP,51
-32:26,HR,91
-32:26,MAP,72
-32:26,SysABP,120
-32:26,Urine,60
-33:26,DiasABP,51
-33:26,GCS,15
-33:26,HR,91
-33:26,MAP,72
-33:26,SysABP,123
-33:26,Temp,36.7
-33:26,Urine,110
-34:07,pH,7.39
-34:26,DiasABP,53
-34:26,HR,90
-34:26,MAP,76
-34:26,SysABP,123
-34:26,Urine,100
-35:26,DiasABP,53
-35:26,HR,89
-35:26,MAP,77
-35:26,SysABP,128
-35:26,Urine,80
-36:22,pH,7.42
-36:22,SaO2,98
-36:26,DiasABP,51
-36:26,HR,87
-36:26,MAP,74
-36:26,SysABP,123
-36:42,BUN,21
-36:42,Creatinine,1.4
-36:42,Glucose,170
-36:42,HCO3,26
-36:42,HCT,26.6
-36:42,Mg,2.2
-36:42,Platelets,111
-36:42,Na,138
-36:42,WBC,15.8
-37:26,DiasABP,55
-37:26,HR,88
-37:26,MAP,79
-37:26,SysABP,130
-37:26,Temp,37.1
-37:26,Urine,100
-38:26,DiasABP,49
-38:26,GCS,15
-38:26,HR,88
-38:26,MAP,71
-38:26,SysABP,120
-38:26,Urine,45
-39:26,DiasABP,52
-39:26,HR,88
-39:26,MAP,74
-39:26,SysABP,125
-40:26,DiasABP,54
-40:26,HR,92
-40:26,MAP,80
-40:26,SysABP,136
-40:26,Urine,80
-41:26,DiasABP,52
-41:26,GCS,15
-41:26,HR,89
-41:26,MAP,73
-41:26,SysABP,124
-41:26,Temp,36.3
-41:26,Urine,60
-42:26,DiasABP,67
-42:26,HR,100
-42:26,MAP,98
-42:26,SysABP,159
-42:26,Urine,50
-43:26,DiasABP,55
-43:26,HR,95
-43:26,MAP,80
-43:26,SysABP,134
-43:26,Urine,40
-44:26,DiasABP,40
-44:26,HR,92
-44:26,MAP,61
-44:26,SysABP,113
-44:26,Urine,45
-45:26,DiasABP,43
-45:26,GCS,15
-45:26,HR,94
-45:26,MAP,68
-45:26,SysABP,121
-45:26,Temp,36.7
-45:26,Urine,40
-46:26,DiasABP,42
-46:26,HR,93
-46:26,MAP,66
-46:26,SysABP,116
-46:26,Urine,50
-47:26,HR,95
-47:26,NIDiasABP,66
-47:26,NIMAP,93
-47:26,NISysABP,147
-47:26,Urine,50
diff --git a/data/set-a/132602.txt b/data/set-a/132602.txt
deleted file mode 100644
index 79504b19544d061d3303fc36e2f62cc1b80f8d1c..0000000000000000000000000000000000000000
--- a/data/set-a/132602.txt
+++ /dev/null
@@ -1,282 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132602
-00:00,Age,80
-00:00,Gender,1
-00:00,Height,180.3
-00:00,ICUType,3
-00:00,Weight,70
-00:39,GCS,15
-00:39,HR,67
-00:39,NIDiasABP,72
-00:39,NIMAP,86
-00:39,NISysABP,130
-00:39,Temp,37.3
-00:39,Urine,150
-01:39,HR,63
-01:39,NIDiasABP,53
-01:39,NIMAP,62
-01:39,NISysABP,94
-02:39,HR,73
-02:39,NIDiasABP,60
-02:39,NIMAP,73
-02:39,NISysABP,112
-02:39,Urine,200
-03:39,HR,66
-03:39,NIDiasABP,59
-03:39,NIMAP,71
-03:39,NISysABP,113
-04:39,HR,67
-04:39,NIDiasABP,64
-04:39,NIMAP,77
-04:39,NISysABP,113
-05:39,HR,68
-05:39,NIDiasABP,60
-05:39,NIMAP,72
-05:39,NISysABP,109
-05:39,Temp,38
-06:39,HR,69
-06:39,NIDiasABP,72
-06:39,NIMAP,66
-06:39,NISysABP,103
-07:25,BUN,30
-07:25,Creatinine,1.1
-07:25,Glucose,172
-07:25,HCO3,27
-07:25,HCT,37.9
-07:25,Mg,2.1
-07:25,Platelets,329
-07:25,K,4.1
-07:25,Na,135
-07:25,WBC,12.6
-07:39,HR,71
-07:39,Urine,150
-07:54,HR,79
-07:54,NIDiasABP,62
-07:54,NIMAP,76
-07:54,NISysABP,120
-08:39,HR,70
-08:39,NIDiasABP,59
-08:39,NIMAP,74
-08:39,NISysABP,119
-09:39,HR,73
-09:39,NIDiasABP,72
-09:39,NIMAP,87
-09:39,NISysABP,137
-10:09,HR,141
-10:09,NIDiasABP,68
-10:09,NIMAP,73
-10:09,NISysABP,88
-10:39,HR,71
-10:39,NIDiasABP,63
-10:39,NIMAP,77
-10:39,NISysABP,120
-10:39,Temp,37.1
-11:39,GCS,15
-11:39,HR,144
-11:39,NIDiasABP,70
-11:39,NIMAP,77
-11:39,NISysABP,100
-11:39,Urine,200
-12:09,HR,76
-12:09,NIDiasABP,67
-12:09,NIMAP,77
-12:09,NISysABP,110
-13:09,HR,78
-13:09,NIDiasABP,58
-13:09,NIMAP,70
-13:09,NISysABP,114
-13:39,HR,69
-13:39,NIDiasABP,58
-13:39,NIMAP,61
-13:39,NISysABP,73
-14:09,HR,64
-14:09,NIDiasABP,47
-14:09,NIMAP,54
-14:09,NISysABP,78
-14:39,FiO2,0.95
-14:39,GCS,15
-14:39,HR,59
-14:39,NIDiasABP,61
-14:39,NIMAP,74
-14:39,NISysABP,113
-14:39,Temp,37
-15:09,HR,63
-15:09,NIDiasABP,69
-15:09,NIMAP,72
-15:09,NISysABP,82
-18:39,GCS,15
-18:39,HR,66
-18:39,NIDiasABP,62
-18:39,NIMAP,77
-18:39,NISysABP,124
-20:39,HR,67
-20:39,NIDiasABP,52
-20:39,NIMAP,67
-20:39,NISysABP,110
-22:39,FiO2,0.95
-22:39,GCS,15
-22:39,HR,72
-22:39,NIDiasABP,72
-22:39,NIMAP,94
-22:39,NISysABP,156
-22:39,Temp,37.3
-23:14,HR,133
-23:14,NIDiasABP,79
-23:14,NIMAP,91
-23:14,NISysABP,132
-23:24,HR,75
-23:24,NIDiasABP,78
-23:24,NISysABP,135
-23:39,HR,76
-23:39,NIDiasABP,74
-23:39,NIMAP,94
-23:39,NISysABP,152
-23:39,Urine,850
-23:39,Urine,0
-24:39,FiO2,0.95
-24:39,HR,74
-24:39,NIDiasABP,74
-24:39,NISysABP,165
-25:39,HR,63
-25:39,NIDiasABP,66
-25:39,NIMAP,82
-25:39,NISysABP,139
-26:39,FiO2,0.95
-26:39,GCS,15
-26:39,HR,64
-26:39,NIDiasABP,68
-26:39,NIMAP,84
-26:39,NISysABP,132
-26:39,Temp,36.6
-26:39,Urine,0
-27:39,HR,63
-27:39,NIDiasABP,68
-27:39,NIMAP,78
-27:39,NISysABP,142
-28:39,FiO2,0.95
-28:39,HR,66
-28:39,NIDiasABP,66
-28:39,NIMAP,84
-28:39,NISysABP,152
-29:39,HR,64
-29:39,NIDiasABP,67
-29:39,NIMAP,87
-29:39,NISysABP,153
-30:39,FiO2,0.95
-30:39,GCS,15
-30:39,HR,74
-30:39,NIDiasABP,64
-30:39,NIMAP,87
-30:39,NISysABP,166
-30:39,Temp,36.8
-30:39,Urine,550
-31:02,BUN,29
-31:02,Creatinine,1.3
-31:02,Glucose,106
-31:02,HCO3,29
-31:02,HCT,39.9
-31:02,Mg,2.3
-31:02,Platelets,309
-31:02,K,3.8
-31:02,Na,137
-31:02,WBC,14.1
-31:39,HR,71
-31:39,NIDiasABP,67
-31:39,NIMAP,88
-31:39,NISysABP,149
-32:39,FiO2,0.95
-32:39,HR,79
-32:39,NIDiasABP,67
-32:39,NIMAP,88
-32:39,NISysABP,149
-33:39,FiO2,0.95
-33:39,HR,81
-33:39,NIDiasABP,68
-33:39,NIMAP,93
-33:39,NISysABP,177
-34:39,FiO2,0.95
-34:39,HR,75
-34:39,NIDiasABP,77
-34:39,NIMAP,95
-34:39,NISysABP,150
-34:39,Urine,175
-35:39,HR,70
-35:39,NIDiasABP,68
-35:39,NIMAP,85
-35:39,NISysABP,136
-35:39,Temp,36.7
-36:39,FiO2,0.95
-36:39,HR,69
-36:39,NIDiasABP,63
-36:39,NIMAP,75
-36:39,NISysABP,119
-36:44,HR,71
-37:39,HR,62
-37:39,NIDiasABP,57
-37:39,NIMAP,75
-37:39,NISysABP,125
-38:39,HR,64
-38:39,NIDiasABP,57
-38:39,NIMAP,76
-38:39,NISysABP,135
-39:39,HR,68
-40:39,HR,68
-40:39,NIDiasABP,53
-40:39,NIMAP,62
-40:39,NISysABP,97
-41:39,FiO2,0.8
-41:39,HR,73
-41:39,NIDiasABP,72
-41:39,NIMAP,89
-41:39,NISysABP,146
-42:39,HR,66
-42:39,NIDiasABP,66
-42:39,NIMAP,82
-42:39,NISysABP,128
-42:39,Temp,36.6
-42:39,Urine,375
-43:39,FiO2,0.8
-43:39,HR,67
-43:39,NIDiasABP,69
-43:39,NIMAP,87
-43:39,NISysABP,140
-44:39,FiO2,0.95
-44:39,HR,68
-44:39,NIDiasABP,80
-44:39,NIMAP,96
-44:39,NISysABP,155
-45:22,pH,7.49
-45:22,PaCO2,39
-45:22,PaO2,61
-46:09,FiO2,1
-46:09,HR,78
-46:09,NIDiasABP,73
-46:09,NIMAP,100
-46:09,NISysABP,170
-46:14,FiO2,0.98
-46:14,HR,84
-46:14,NIDiasABP,81
-46:14,NIMAP,102
-46:14,NISysABP,169
-46:19,FiO2,0.98
-46:19,HR,78
-46:19,NIDiasABP,82
-46:19,NIMAP,101
-46:19,NISysABP,159
-46:39,FiO2,0.95
-46:39,GCS,15
-46:39,HR,81
-46:39,NIDiasABP,74
-46:39,NIMAP,97
-46:39,NISysABP,167
-46:39,Temp,36.9
-47:39,FiO2,1
-47:39,HR,85
-47:39,MechVent,1
-47:39,NIDiasABP,61
-47:39,NIMAP,83
-47:39,NISysABP,144
-47:39,Urine,50
-47:54,pH,7.53
-47:54,PaCO2,35
-47:54,PaO2,61
diff --git a/data/set-a/132605.txt b/data/set-a/132605.txt
deleted file mode 100644
index 67a48745a69fa6b67379062da3e55f7a57ebc473..0000000000000000000000000000000000000000
--- a/data/set-a/132605.txt
+++ /dev/null
@@ -1,352 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132605
-00:00,Age,90
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,55
-00:22,HR,72
-00:22,NIDiasABP,66
-00:22,NIMAP,104.3
-00:22,NISysABP,181
-00:52,HR,77
-00:52,NIDiasABP,62
-00:52,NIMAP,105.7
-00:52,NISysABP,193
-00:52,Temp,36.3
-01:02,HR,83
-01:02,NIDiasABP,66
-01:02,NIMAP,107.3
-01:02,NISysABP,190
-01:07,FiO2,0.6
-01:07,HR,83
-01:07,MechVent,1
-01:07,NIDiasABP,74
-01:07,NIMAP,118
-01:07,NISysABP,206
-01:22,GCS,8
-01:22,HR,74
-01:22,NIDiasABP,34
-01:22,NIMAP,72.67
-01:22,NISysABP,150
-01:27,HR,68
-01:27,NIDiasABP,31
-01:27,NIMAP,50.67
-01:27,NISysABP,90
-01:32,HR,66
-01:32,NIDiasABP,23
-01:32,NIMAP,35.67
-01:32,NISysABP,61
-01:37,HR,67
-01:37,NIDiasABP,31
-01:37,NIMAP,47.67
-01:37,NISysABP,81
-01:42,HR,65
-01:42,NIDiasABP,30
-01:42,NIMAP,56
-01:42,NISysABP,108
-01:47,HR,63
-01:47,NIDiasABP,28
-01:47,NIMAP,50.67
-01:47,NISysABP,96
-02:22,HR,69
-02:22,NIDiasABP,68
-02:22,NIMAP,85.67
-02:22,NISysABP,121
-02:22,Urine,50
-02:50,pH,7.43
-02:50,PaCO2,48
-02:50,PaO2,175
-03:22,HR,68
-03:22,NIDiasABP,31
-03:22,NIMAP,63.67
-03:22,NISysABP,129
-03:22,Urine,20
-04:02,FiO2,0.4
-04:02,MechVent,1
-04:22,HR,71
-04:22,NIDiasABP,37
-04:22,NIMAP,64
-04:22,NISysABP,118
-05:22,FiO2,0.4
-05:22,GCS,8
-05:22,HR,66
-05:22,MechVent,1
-05:22,NIDiasABP,29
-05:22,NIMAP,61.67
-05:22,NISysABP,127
-05:22,Temp,37.1
-05:22,Urine,0
-06:22,HR,65
-06:22,NIDiasABP,22
-06:22,NIMAP,48.33
-06:22,NISysABP,101
-06:22,Urine,35
-07:22,HR,65
-07:22,NIDiasABP,39
-07:22,NIMAP,76.33
-07:22,NISysABP,151
-07:22,Urine,5
-08:22,HR,64
-08:22,MechVent,1
-08:22,NIDiasABP,30
-08:22,NIMAP,60.33
-08:22,NISysABP,121
-09:22,GCS,8
-09:22,HR,65
-09:22,NIDiasABP,42
-09:22,NIMAP,72.33
-09:22,NISysABP,133
-09:22,Temp,37.1
-09:22,Urine,35
-09:55,BUN,23
-09:55,Creatinine,0.4
-09:55,Glucose,96
-09:55,HCO3,31
-09:55,HCT,30.8
-09:55,Mg,1.2
-09:55,Platelets,354
-09:55,K,3.4
-09:55,Na,137
-09:55,WBC,10
-10:22,FiO2,0.4
-10:22,HR,59
-10:22,MechVent,1
-10:22,NIDiasABP,29
-10:22,NIMAP,57
-10:22,NISysABP,113
-10:22,Urine,10
-11:22,HR,58
-11:22,NIDiasABP,28
-11:22,NIMAP,66
-11:22,NISysABP,142
-11:22,Urine,10
-12:22,HR,66
-12:22,NIDiasABP,23
-12:22,NIMAP,49.67
-12:22,NISysABP,103
-12:22,Urine,15
-13:01,FiO2,0.4
-13:01,MechVent,1
-13:22,GCS,7
-13:22,HR,65
-13:22,NIDiasABP,32
-13:22,NIMAP,58.67
-13:22,NISysABP,112
-13:22,Temp,37.1
-13:22,Urine,15
-14:22,HR,66
-14:22,NIDiasABP,23
-14:22,NIMAP,54
-14:22,NISysABP,116
-14:22,Urine,25
-15:21,pH,7.44
-15:21,PaCO2,44
-15:21,PaO2,88
-15:22,HR,64
-15:22,NIDiasABP,37
-15:22,NIMAP,68.67
-15:22,NISysABP,132
-15:22,Urine,5
-16:22,HR,61
-16:22,NIDiasABP,36
-16:22,NIMAP,66.67
-16:22,NISysABP,128
-16:22,Urine,10
-17:22,GCS,7
-17:22,HR,68
-17:22,NIDiasABP,33
-17:22,NIMAP,58
-17:22,NISysABP,108
-17:22,Temp,37.5
-17:22,Urine,20
-17:37,FiO2,0.4
-17:37,MechVent,1
-18:22,HR,64
-18:22,NIDiasABP,75
-18:22,NIMAP,89
-18:22,NISysABP,117
-19:22,HR,67
-19:22,NIDiasABP,35
-19:22,NIMAP,71.33
-19:22,NISysABP,144
-19:22,Urine,35
-20:22,HR,70
-20:22,NIDiasABP,25
-20:22,NIMAP,50.33
-20:22,NISysABP,101
-20:22,Urine,25
-20:29,HCT,30.6
-21:22,FiO2,0.4
-21:22,GCS,7
-21:22,HR,70
-21:22,MechVent,1
-21:22,NIDiasABP,29
-21:22,NIMAP,62.67
-21:22,NISysABP,130
-21:22,Temp,37.3
-22:22,HR,66
-22:22,NIDiasABP,26
-22:22,NIMAP,53.33
-22:22,NISysABP,108
-22:22,Urine,80
-23:22,HR,66
-23:22,NIDiasABP,29
-23:22,NIMAP,57
-23:22,NISysABP,113
-23:22,Urine,15
-24:22,HR,67
-24:22,NIDiasABP,30
-24:22,NIMAP,55
-24:22,NISysABP,105
-24:22,Urine,10
-25:22,FiO2,0.4
-25:22,GCS,8
-25:22,HR,71
-25:22,MechVent,1
-25:22,NIDiasABP,32
-25:22,NIMAP,57.33
-25:22,NISysABP,108
-25:22,Temp,36.8
-25:22,Urine,5
-25:37,HR,76
-25:37,NIDiasABP,34
-25:37,NIMAP,63.67
-25:37,NISysABP,123
-26:22,HR,80
-26:22,NIDiasABP,24
-26:22,NIMAP,50.67
-26:22,NISysABP,104
-26:22,Urine,5
-27:22,HR,84
-27:22,NIDiasABP,35
-27:22,NIMAP,58.67
-27:22,NISysABP,106
-27:22,Urine,10
-28:22,HR,81
-28:22,NIDiasABP,27
-28:22,NIMAP,54.67
-28:22,NISysABP,110
-28:22,Urine,15
-29:22,FiO2,0.4
-29:22,GCS,8
-29:22,HR,78
-29:22,MechVent,1
-29:22,NIDiasABP,40
-29:22,NIMAP,60.33
-29:22,NISysABP,101
-29:22,Temp,37
-29:22,Urine,10
-30:22,HR,74
-30:22,NIDiasABP,35
-30:22,NIMAP,62.33
-30:22,NISysABP,117
-30:22,Urine,60
-31:22,HR,77
-31:22,NIDiasABP,32
-31:22,NIMAP,57.67
-31:22,NISysABP,109
-31:22,Urine,20
-32:22,HR,71
-32:22,NIDiasABP,30
-32:22,NIMAP,51.33
-32:22,NISysABP,94
-32:22,Urine,10
-33:22,FiO2,0.4
-33:22,GCS,7
-33:22,HR,72
-33:22,MechVent,1
-33:22,NIDiasABP,30
-33:22,NIMAP,55.33
-33:22,NISysABP,106
-33:22,Temp,37.3
-33:22,Urine,5
-34:22,HR,72
-34:22,NIDiasABP,30
-34:22,NIMAP,54
-34:22,NISysABP,102
-34:22,Urine,10
-34:37,BUN,31
-34:37,Creatinine,0.4
-34:37,Glucose,120
-34:37,HCO3,27
-34:37,HCT,26.2
-34:37,Mg,1.7
-34:37,Platelets,327
-34:37,K,3.8
-34:37,Na,137
-34:37,WBC,10
-35:22,HR,69
-35:22,NIDiasABP,31
-35:22,NIMAP,57.33
-35:22,NISysABP,110
-35:22,Urine,10
-36:22,HR,72
-36:22,Urine,5
-37:22,FiO2,0.4
-37:22,GCS,7
-37:22,HR,73
-37:22,MechVent,1
-37:22,NIDiasABP,35
-37:22,NIMAP,61.67
-37:22,NISysABP,115
-37:22,Temp,36.3
-37:22,Urine,60
-38:22,HR,74
-38:22,NIDiasABP,32
-38:22,NIMAP,56.67
-38:22,NISysABP,106
-39:22,HR,77
-39:22,NIDiasABP,33
-39:22,NIMAP,61
-39:22,NISysABP,117
-39:22,Urine,50
-40:22,HR,76
-40:22,NIDiasABP,42
-40:22,NIMAP,62
-40:22,NISysABP,102
-40:22,Urine,15
-41:22,FiO2,0.4
-41:22,GCS,7
-41:22,HR,78
-41:22,MechVent,1
-41:22,NIDiasABP,41
-41:22,NIMAP,65.33
-41:22,NISysABP,114
-41:22,Temp,36.3
-41:22,Urine,25
-42:22,HR,85
-42:22,NIDiasABP,39
-42:22,NIMAP,65
-42:22,NISysABP,117
-42:22,Urine,60
-43:22,HR,87
-43:22,NIDiasABP,36
-43:22,NIMAP,60.33
-43:22,NISysABP,109
-44:22,HR,86
-44:22,NIDiasABP,34
-44:22,NIMAP,57.67
-44:22,NISysABP,105
-44:22,Urine,50
-45:22,GCS,7
-45:22,HR,84
-45:22,NIDiasABP,36
-45:22,NIMAP,63
-45:22,NISysABP,117
-45:22,Temp,36.8
-46:22,HR,88
-46:22,NIDiasABP,35
-46:22,NIMAP,64
-46:22,NISysABP,122
-46:22,Urine,50
-46:42,FiO2,0.4
-46:42,MechVent,1
-47:22,HR,98
-47:22,NIDiasABP,72
-47:22,NIMAP,91
-47:22,NISysABP,129
-47:22,Urine,15
-47:49,pH,7.39
-47:49,PaCO2,43
-47:49,PaO2,91
diff --git a/data/set-a/132610.txt b/data/set-a/132610.txt
deleted file mode 100644
index c4378371c77adf52ee806aff161886becd943e30..0000000000000000000000000000000000000000
--- a/data/set-a/132610.txt
+++ /dev/null
@@ -1,267 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132610
-00:00,Age,72
-00:00,Gender,1
-00:00,Height,172.9
-00:00,ICUType,3
-00:00,Weight,72.26
-00:36,GCS,15
-00:36,HR,75
-00:36,NIDiasABP,42
-00:36,NIMAP,58.33
-00:36,NISysABP,91
-00:36,Temp,37.2
-01:36,HR,73
-01:36,NIDiasABP,41
-01:36,NIMAP,58
-01:36,NISysABP,92
-01:36,RespRate,13
-02:11,DiasABP,35
-02:11,HR,71
-02:11,MAP,54
-02:11,NIDiasABP,34
-02:11,NIMAP,55.67
-02:11,NISysABP,99
-02:11,RespRate,13
-02:11,SysABP,94
-02:36,DiasABP,56
-02:36,HR,71
-02:36,MAP,72
-02:36,RespRate,17
-02:36,SysABP,113
-03:16,HCT,20.6
-03:16,Platelets,116
-03:16,WBC,4.9
-03:36,DiasABP,55
-03:36,HR,77
-03:36,MAP,69
-03:36,RespRate,14
-03:36,SysABP,102
-04:36,DiasABP,48
-04:36,GCS,15
-04:36,HR,74
-04:36,MAP,62
-04:36,RespRate,16
-04:36,SysABP,100
-05:36,DiasABP,52
-05:36,HR,79
-05:36,MAP,66
-05:36,RespRate,18
-05:36,SysABP,99
-05:36,Temp,36.9
-07:36,DiasABP,54
-07:36,GCS,15
-07:36,HR,74
-07:36,MAP,69
-07:36,RespRate,21
-07:36,SysABP,114
-07:36,Temp,36.9
-08:06,DiasABP,53
-08:06,HR,76
-08:06,MAP,69
-08:06,RespRate,21
-08:06,SysABP,111
-08:36,DiasABP,60
-08:36,HCT,24.1
-08:36,HR,73
-08:36,MAP,76
-08:36,RespRate,20
-08:36,SysABP,118
-08:36,Temp,36.7
-09:36,DiasABP,43
-09:36,HR,74
-09:36,MAP,60
-09:36,RespRate,21
-09:36,SysABP,96
-10:36,DiasABP,47
-10:36,HR,77
-10:36,MAP,63
-10:36,RespRate,20
-10:36,SysABP,101
-10:36,Temp,36.3
-11:36,DiasABP,50
-11:36,GCS,15
-11:36,HR,73
-11:36,MAP,65
-11:36,RespRate,18
-11:36,SysABP,101
-11:36,Temp,36.5
-12:06,DiasABP,60
-12:06,HR,71
-12:06,MAP,76
-12:06,RespRate,19
-12:06,SysABP,110
-12:36,BUN,68
-12:36,Creatinine,1
-12:36,DiasABP,61
-12:36,Glucose,118
-12:36,HCO3,24
-12:36,HCT,24.7
-12:36,HR,82
-12:36,MAP,75
-12:36,Platelets,106
-12:36,K,4.2
-12:36,Na,148
-12:36,RespRate,20
-12:36,SysABP,112
-12:36,Temp,36.5
-12:36,WBC,5.6
-13:36,DiasABP,51
-13:36,HR,73
-13:36,MAP,63
-13:36,RespRate,19
-13:36,SysABP,96
-13:36,Temp,36.4
-14:36,DiasABP,61
-14:36,HR,77
-14:36,MAP,76
-14:36,RespRate,18
-14:36,SysABP,98
-15:36,DiasABP,48
-15:36,HR,76
-15:36,MAP,61
-15:36,RespRate,22
-15:36,SysABP,92
-16:36,DiasABP,62
-16:36,HR,77
-16:36,MAP,75
-16:36,RespRate,17
-16:36,SysABP,113
-17:36,DiasABP,52
-17:36,HR,70
-17:36,MAP,62
-17:36,RespRate,17
-17:36,SysABP,90
-17:55,HCT,25.5
-18:36,DiasABP,53
-18:36,HR,78
-18:36,MAP,65
-18:36,RespRate,16
-18:36,SysABP,96
-19:36,DiasABP,86
-19:36,GCS,15
-19:36,HR,76
-19:36,MAP,96
-19:36,RespRate,18
-19:36,SysABP,115
-19:36,Temp,36.8
-20:36,DiasABP,69
-20:36,HR,73
-20:36,MAP,84
-20:36,RespRate,25
-20:36,SysABP,119
-21:36,DiasABP,45
-21:36,HR,70
-21:36,MAP,58
-21:36,RespRate,21
-21:36,SysABP,93
-22:36,DiasABP,47
-22:36,HR,70
-22:36,MAP,58
-22:36,RespRate,20
-22:36,SysABP,92
-23:36,DiasABP,51
-23:36,GCS,15
-23:36,HR,73
-23:36,MAP,64
-23:36,RespRate,21
-23:36,SysABP,92
-23:36,Temp,36.6
-24:36,DiasABP,52
-24:36,HR,70
-24:36,MAP,63
-24:36,RespRate,21
-24:36,SysABP,99
-25:36,DiasABP,55
-25:36,HR,70
-25:36,MAP,66
-25:36,RespRate,21
-25:36,SysABP,93
-26:36,DiasABP,48
-26:36,HR,70
-26:36,MAP,61
-26:36,RespRate,22
-26:36,SysABP,98
-27:36,DiasABP,47
-27:36,GCS,14
-27:36,HR,72
-27:36,MAP,60
-27:36,RespRate,23
-27:36,SysABP,93
-27:36,Temp,37.1
-28:36,DiasABP,49
-28:36,HCT,25.7
-28:36,HR,70
-28:36,Mg,1.7
-28:36,MAP,59
-28:36,Platelets,92
-28:36,RespRate,20
-28:36,SysABP,95
-28:36,WBC,6.8
-29:36,DiasABP,41
-29:36,HR,70
-29:36,MAP,58
-29:36,RespRate,17
-29:36,SysABP,90
-29:36,Temp,37.2
-31:36,DiasABP,50
-31:36,GCS,15
-31:36,HR,70
-31:36,MAP,60
-31:36,RespRate,19
-31:36,SysABP,95
-31:36,Temp,36.4
-33:36,DiasABP,70
-33:36,HR,84
-33:36,MAP,84
-33:36,RespRate,21
-33:36,SysABP,114
-34:36,DiasABP,59
-34:36,HR,73
-34:36,MAP,69
-34:36,RespRate,23
-34:36,SysABP,93
-35:36,DiasABP,60
-35:36,HR,77
-35:36,MAP,71
-35:36,RespRate,24
-35:36,SysABP,98
-35:36,Temp,36.8
-36:36,DiasABP,59
-36:36,HR,73
-36:36,MAP,70
-36:36,RespRate,19
-36:36,SysABP,97
-37:26,HCT,29.3
-37:36,DiasABP,44
-37:36,HR,83
-37:36,MAP,56
-37:36,RespRate,21
-37:36,SysABP,79
-39:36,DiasABP,72
-39:36,HR,72
-39:36,MAP,83
-39:36,SysABP,101
-41:36,DiasABP,70
-41:36,HR,73
-41:36,MAP,85
-41:36,SysABP,124
-42:36,DiasABP,65
-42:36,GCS,15
-42:36,HR,75
-42:36,MAP,79
-42:36,SysABP,105
-42:36,Temp,37
-43:03,HCT,29.7
-44:36,DiasABP,70
-44:36,HR,74
-44:36,MAP,84
-44:36,RespRate,27
-44:36,SysABP,120
-47:36,DiasABP,63
-47:36,GCS,15
-47:36,HR,78
-47:36,MAP,78
-47:36,RespRate,26
-47:36,SysABP,114
-47:36,Temp,36.1
diff --git a/data/set-a/132612.txt b/data/set-a/132612.txt
deleted file mode 100644
index 955af753a24499b39c65deff2b581786feac9336..0000000000000000000000000000000000000000
--- a/data/set-a/132612.txt
+++ /dev/null
@@ -1,415 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132612
-00:00,Age,52
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,109
-00:31,FiO2,1
-00:31,GCS,11
-00:31,HR,114
-00:31,MechVent,1
-00:46,HR,90
-00:46,NIDiasABP,43
-00:46,NIMAP,59.67
-00:46,NISysABP,93
-00:46,Temp,35.3
-01:01,HR,97
-01:01,NIDiasABP,64
-01:01,NIMAP,86
-01:01,NISysABP,130
-01:16,DiasABP,57
-01:16,HR,98
-01:16,MAP,70
-01:16,NIDiasABP,52
-01:16,NIMAP,75
-01:16,NISysABP,121
-01:16,SysABP,98
-01:31,DiasABP,53
-01:31,HR,103
-01:31,MAP,129
-01:31,SysABP,89
-01:37,pH,7.29
-01:37,PaCO2,43
-01:37,PaO2,225
-01:46,DiasABP,56
-01:46,GCS,3
-01:46,HR,121
-01:46,MAP,68
-01:46,SysABP,95
-01:46,Temp,35.6
-01:46,Urine,220
-01:57,BUN,21
-01:57,Creatinine,0.9
-01:57,Glucose,214
-01:57,HCO3,21
-01:57,HCT,42.1
-01:57,Mg,1.9
-01:57,K,3.8
-01:57,Na,137
-02:01,DiasABP,55
-02:01,HR,126
-02:01,MAP,68
-02:01,SysABP,93
-02:16,FiO2,0.8
-02:16,MechVent,1
-02:46,DiasABP,48
-02:46,HR,117
-02:46,MAP,60
-02:46,SysABP,90
-02:46,Urine,180
-03:16,DiasABP,76
-03:16,HR,73
-03:16,MAP,102
-03:16,SysABP,135
-03:32,pH,7.31
-03:32,Lactate,1.2
-03:32,PaCO2,43
-03:32,PaO2,172
-03:46,DiasABP,76
-03:46,GCS,10
-03:46,HR,68
-03:46,MAP,100
-03:46,SysABP,132
-03:46,Temp,35.8
-03:46,Urine,160
-04:46,DiasABP,71
-04:46,FiO2,0.6
-04:46,GCS,3
-04:46,HR,60
-04:46,MAP,94
-04:46,MechVent,1
-04:46,SysABP,125
-04:46,Urine,60
-05:46,DiasABP,71
-05:46,HR,57
-05:46,MAP,93
-05:46,SysABP,124
-05:46,Urine,90
-06:16,GCS,10
-06:17,pH,7.34
-06:17,PaCO2,41
-06:17,PaO2,152
-06:46,DiasABP,51
-06:46,FiO2,0.5
-06:46,HR,60
-06:46,MAP,66
-06:46,SysABP,93
-06:46,Temp,35.8
-06:46,Urine,270
-07:16,DiasABP,50
-07:16,MAP,64
-07:16,SysABP,90
-07:46,DiasABP,56
-07:46,FiO2,0.5
-07:46,GCS,10
-07:46,HR,59
-07:46,MAP,73
-07:46,MechVent,1
-07:46,SysABP,101
-07:46,Urine,230
-08:16,DiasABP,55
-08:16,HR,59
-08:16,MAP,73
-08:16,SysABP,101
-08:16,Temp,35.8
-08:46,DiasABP,53
-08:46,HR,60
-08:46,MAP,70
-08:46,SysABP,99
-08:46,Urine,400
-09:46,HR,62
-09:46,SysABP,120
-10:46,HR,60
-10:46,SysABP,108
-10:46,Urine,400
-11:57,pH,7.32
-11:57,Lactate,2
-11:57,PaCO2,45
-11:57,PaO2,196
-13:00,pH,7.34
-13:00,Lactate,2.4
-13:00,PaCO2,36
-13:00,PaO2,134
-13:46,FiO2,0.7
-13:46,MechVent,1
-14:46,DiasABP,45
-14:46,GCS,10
-14:46,HR,83
-14:46,MAP,50
-14:46,SysABP,94
-14:46,Temp,35.6
-14:46,Urine,240
-15:46,DiasABP,48
-15:46,HR,78
-15:46,MAP,63
-15:46,SysABP,102
-15:46,Urine,120
-15:54,BUN,17
-15:54,Creatinine,1.2
-15:54,Glucose,215
-15:54,HCO3,21
-15:54,HCT,36.5
-15:54,Mg,2.2
-15:54,Platelets,249
-15:54,K,4.1
-15:54,Na,142
-15:54,WBC,14.1
-16:07,pH,7.36
-16:07,Lactate,3.6
-16:07,PaCO2,46
-16:07,PaO2,104
-16:46,DiasABP,47
-16:46,HR,78
-16:46,MAP,62
-16:46,SysABP,97
-16:46,Temp,37
-16:46,Urine,100
-17:16,FiO2,0.7
-17:16,MechVent,1
-17:46,DiasABP,47
-17:46,GCS,10
-17:46,HR,79
-17:46,MAP,62
-17:46,SysABP,99
-17:46,Urine,40
-18:46,DiasABP,48
-18:46,HR,78
-18:46,MAP,62
-18:46,SysABP,99
-18:46,Weight,110.2
-19:46,DiasABP,53
-19:46,HR,82
-19:46,MAP,69
-19:46,SysABP,109
-19:46,Urine,130
-19:46,Weight,110.2
-20:46,DiasABP,48
-20:46,FiO2,0.7
-20:46,GCS,10
-20:46,HR,70
-20:46,MAP,65
-20:46,MechVent,1
-20:46,SysABP,102
-20:46,Temp,36.1
-20:46,Urine,160
-20:46,Weight,110.2
-21:46,DiasABP,49
-21:46,HR,67
-21:46,MAP,67
-21:46,SysABP,106
-21:46,Urine,340
-21:46,Weight,110.2
-22:46,DiasABP,67
-22:46,GCS,10
-22:46,HR,77
-22:46,MAP,87
-22:46,SysABP,122
-22:46,Urine,250
-22:46,Weight,110.2
-23:46,DiasABP,49
-23:46,FiO2,0.7
-23:46,HR,64
-23:46,MAP,68
-23:46,MechVent,1
-23:46,SysABP,105
-23:46,Urine,260
-23:46,Weight,110.2
-24:46,DiasABP,47
-24:46,FiO2,0.7
-24:46,GCS,10
-24:46,HR,62
-24:46,MAP,66
-24:46,MechVent,1
-24:46,SysABP,102
-24:46,Temp,36
-24:46,Urine,120
-24:46,Weight,110.2
-25:46,DiasABP,47
-25:46,HR,63
-25:46,MAP,65
-25:46,SysABP,101
-25:46,Urine,120
-25:46,Weight,110.2
-26:46,DiasABP,46
-26:46,GCS,10
-26:46,HR,63
-26:46,MAP,64
-26:46,SysABP,100
-26:46,Urine,190
-26:46,Weight,110.2
-26:52,pH,7.36
-26:52,PaCO2,42
-26:52,PaO2,103
-27:46,DiasABP,61
-27:46,HR,67
-27:46,MAP,80
-27:46,SysABP,119
-27:46,Urine,170
-27:46,Weight,110.2
-28:46,DiasABP,50
-28:46,FiO2,0.6
-28:46,GCS,10
-28:46,HR,67
-28:46,MAP,68
-28:46,MechVent,1
-28:46,SysABP,106
-28:46,Temp,35.7
-28:46,Urine,120
-28:46,Weight,110.2
-29:17,pH,7.37
-29:17,PaCO2,40
-29:17,PaO2,95
-29:46,DiasABP,47
-29:46,HR,64
-29:46,MAP,65
-29:46,SysABP,102
-29:46,Urine,160
-29:46,Weight,110.2
-30:46,DiasABP,46
-30:46,GCS,10
-30:46,HR,64
-30:46,MAP,65
-30:46,SysABP,102
-30:46,Urine,70
-30:46,Weight,110.2
-32:46,DiasABP,47
-32:46,GCS,10
-32:46,HR,65
-32:46,MAP,65
-32:46,SysABP,102
-32:46,Temp,36.6
-32:46,Urine,200
-32:46,Weight,110.2
-33:04,FiO2,0.6
-33:04,MechVent,1
-33:46,DiasABP,47
-33:46,HR,70
-33:46,MAP,65
-33:46,SysABP,103
-33:46,Urine,80
-33:46,Weight,110.2
-34:46,DiasABP,46
-34:46,GCS,10
-34:46,HR,67
-34:46,MAP,65
-34:46,SysABP,103
-34:46,Urine,120
-34:46,Weight,110.2
-35:46,DiasABP,47
-35:46,HR,67
-35:46,MAP,66
-35:46,SysABP,106
-35:46,Urine,100
-35:46,Weight,110.2
-36:16,DiasABP,51
-36:16,HR,67
-36:16,MAP,70
-36:16,SysABP,108
-36:16,Weight,110.2
-36:46,DiasABP,52
-36:46,HR,71
-36:46,SysABP,119
-36:46,Weight,110.2
-37:02,FiO2,0.6
-37:02,MechVent,1
-37:46,DiasABP,65
-37:46,HR,76
-37:46,SysABP,132
-37:46,Weight,110.2
-38:46,DiasABP,58
-38:46,HR,81
-38:46,SysABP,123
-38:46,Weight,110.2
-39:46,DiasABP,57
-39:46,GCS,10
-39:46,HR,75
-39:46,MAP,76
-39:46,SysABP,113
-39:46,Temp,36.1
-39:46,Urine,400
-39:46,Weight,110.2
-40:06,BUN,14
-40:06,Creatinine,1
-40:06,Glucose,202
-40:06,HCO3,22
-40:06,HCT,32.6
-40:06,Mg,2.6
-40:06,Platelets,213
-40:06,K,3.8
-40:06,Na,146
-40:06,WBC,13.4
-40:16,DiasABP,59
-40:16,HR,72
-40:16,MAP,81
-40:16,SysABP,121
-40:16,Weight,110.2
-40:25,pH,7.38
-40:25,Lactate,2.6
-40:25,PaCO2,42
-40:25,PaO2,68
-40:46,DiasABP,52
-40:46,HR,70
-40:46,MAP,71
-40:46,SysABP,109
-40:46,Urine,190
-40:46,Weight,110.2
-41:04,FiO2,0.6
-41:04,MechVent,1
-41:46,DiasABP,52
-41:46,HR,66
-41:46,MAP,69
-41:46,SysABP,106
-41:46,Urine,140
-41:46,Weight,110.2
-42:46,DiasABP,51
-42:46,HR,69
-42:46,MAP,68
-42:46,SysABP,103
-42:46,Urine,100
-42:46,Weight,110.2
-43:46,DiasABP,50
-43:46,HR,67
-43:46,MAP,66
-43:46,SysABP,101
-43:46,Temp,36.2
-43:46,Urine,120
-43:46,Weight,110.2
-44:46,DiasABP,51
-44:46,FiO2,0.6
-44:46,GCS,9
-44:46,HR,72
-44:46,MAP,66
-44:46,MechVent,1
-44:46,SysABP,99
-44:46,Urine,60
-44:46,Weight,110.2
-45:04,pH,7.37
-45:04,PaCO2,36
-45:04,PaO2,124
-45:16,DiasABP,52
-45:16,HR,67
-45:16,MAP,69
-45:16,SysABP,104
-45:16,Weight,110.2
-45:46,DiasABP,50
-45:46,HR,67
-45:46,MAP,66
-45:46,SysABP,101
-45:46,Urine,85
-45:46,Weight,110.2
-46:46,DiasABP,48
-46:46,HR,77
-46:46,MAP,61
-46:46,MechVent,1
-46:46,SysABP,94
-46:46,Temp,36.4
-46:46,Urine,30
-46:46,Weight,110.2
-47:46,DiasABP,47
-47:46,FiO2,0.6
-47:46,HR,73
-47:46,MAP,61
-47:46,MechVent,1
-47:46,SysABP,95
-47:46,Weight,110.2
diff --git a/data/set-a/132614.txt b/data/set-a/132614.txt
deleted file mode 100644
index fcdb18fa87a4d7ae5e45f43676806a26500d6676..0000000000000000000000000000000000000000
--- a/data/set-a/132614.txt
+++ /dev/null
@@ -1,244 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132614
-00:00,Age,77
-00:00,Gender,1
-00:00,Height,162.6
-00:00,ICUType,1
-00:00,Weight,59
-01:17,GCS,15
-01:17,HR,73
-01:17,NIDiasABP,41
-01:17,NIMAP,60
-01:17,NISysABP,98
-01:17,Temp,37.3
-01:17,Urine,50
-01:47,HR,70
-01:47,NIDiasABP,49
-01:47,NIMAP,64
-01:47,NISysABP,94
-02:17,HR,70
-02:17,NIDiasABP,42
-02:17,NIMAP,61.33
-02:17,NISysABP,100
-02:17,Urine,65
-02:47,HR,70
-02:47,NIDiasABP,34
-02:47,NIMAP,51.33
-02:47,NISysABP,86
-03:17,DiasABP,0
-03:17,HR,70
-03:17,MAP,0
-03:17,NIDiasABP,32
-03:17,NIMAP,48.33
-03:17,NISysABP,81
-03:17,SysABP,0
-04:17,DiasABP,0
-04:17,HR,72
-04:17,NIDiasABP,42
-04:17,NIMAP,61.67
-04:17,NISysABP,101
-04:17,SysABP,0
-04:17,Urine,35
-05:47,DiasABP,52
-05:47,HR,70
-05:47,MAP,74
-05:47,NIDiasABP,36
-05:47,NIMAP,55.33
-05:47,NISysABP,94
-05:47,SysABP,124
-05:47,Temp,37.4
-06:17,GCS,15
-06:17,Urine,50
-06:25,pH,7.46
-06:25,PaCO2,35
-06:25,PaO2,65
-06:47,DiasABP,50
-06:47,HR,71
-06:47,MAP,74
-06:47,SysABP,126
-06:47,Urine,35
-08:17,DiasABP,48
-08:17,HR,70
-08:17,MAP,67
-08:17,SysABP,115
-08:17,Temp,37.3
-08:17,Urine,30
-10:17,DiasABP,41
-10:17,HR,70
-10:17,MAP,63
-10:17,SysABP,98
-10:17,Urine,55
-12:17,DiasABP,37
-12:17,HR,73
-12:17,MAP,60
-12:17,SysABP,91
-12:17,Urine,40
-14:17,DiasABP,42
-14:17,GCS,15
-14:17,HR,71
-14:17,MAP,60
-14:17,SysABP,101
-14:17,Temp,37.6
-14:17,Urine,35
-14:42,BUN,49
-14:42,Creatinine,2
-14:42,Glucose,116
-14:42,HCO3,26
-14:42,HCT,32.7
-14:42,Mg,2
-14:42,Platelets,276
-14:42,K,4.5
-14:42,Na,134
-14:42,WBC,17.9
-16:17,DiasABP,41
-16:17,HR,71
-16:17,MAP,62
-16:17,SysABP,103
-17:14,pH,7.44
-17:14,PaCO2,39
-17:14,PaO2,125
-17:17,DiasABP,48
-17:17,GCS,15
-17:17,HR,71
-17:17,MAP,108
-17:17,SysABP,112
-17:17,Urine,165
-18:17,DiasABP,50
-18:17,HR,71
-18:17,MAP,70
-18:17,SysABP,113
-18:17,Temp,36.2
-18:17,Urine,40
-19:17,DiasABP,48
-19:17,HR,70
-19:17,MAP,67
-19:17,SysABP,105
-19:17,Urine,16
-19:47,DiasABP,50
-19:47,HR,74
-19:47,MAP,69
-19:47,SysABP,108
-21:17,DiasABP,36
-21:17,GCS,15
-21:17,HR,70
-21:17,MAP,51
-21:17,SysABP,83
-21:17,Temp,36.3
-21:17,Urine,25
-21:47,DiasABP,45
-21:47,HR,70
-21:47,MAP,62
-21:47,SysABP,91
-22:17,DiasABP,48
-22:17,HR,70
-22:17,MAP,69
-22:17,SysABP,105
-22:47,DiasABP,49
-22:47,HR,70
-22:47,MAP,70
-22:47,SysABP,104
-23:17,DiasABP,49
-23:17,HR,72
-23:17,MAP,71
-23:17,SysABP,113
-23:17,Urine,65
-24:17,DiasABP,47
-24:17,HR,70
-24:17,MAP,73
-24:17,SysABP,113
-24:17,Urine,25
-25:17,DiasABP,36
-25:17,GCS,15
-25:17,HR,70
-25:17,MAP,57
-25:17,SysABP,97
-26:17,DiasABP,37
-26:17,HR,70
-26:17,MAP,59
-26:17,SysABP,102
-26:17,Temp,36.1
-26:17,Urine,35
-27:17,DiasABP,41
-27:17,HR,70
-27:17,MAP,66
-27:17,SysABP,114
-27:17,Urine,60
-29:17,DiasABP,49
-29:17,GCS,15
-29:17,HR,70
-29:17,MAP,70
-29:17,SysABP,114
-29:17,Temp,36.7
-29:17,Urine,40
-31:17,DiasABP,43
-31:17,HR,73
-31:17,MAP,63
-31:17,SysABP,102
-31:17,Urine,55
-32:17,DiasABP,47
-32:17,HR,71
-32:17,MAP,68
-32:17,SysABP,109
-32:17,Urine,30
-34:17,DiasABP,43
-34:17,HR,72
-34:17,MAP,62
-34:17,SysABP,101
-34:17,Temp,36.8
-34:17,Urine,50
-36:17,DiasABP,42
-36:17,HR,71
-36:17,MAP,60
-36:17,SysABP,96
-36:17,Urine,40
-37:54,BUN,48
-37:54,Creatinine,1.7
-37:54,Glucose,95
-37:54,HCO3,25
-37:54,HCT,31.5
-37:54,Mg,2.1
-37:54,Platelets,280
-37:54,K,4.6
-37:54,Na,135
-37:54,WBC,16.9
-38:17,DiasABP,40
-38:17,GCS,15
-38:17,HR,71
-38:17,MAP,56
-38:17,SysABP,90
-38:17,Temp,36.7
-38:17,Urine,45
-41:17,DiasABP,46
-41:17,GCS,15
-41:17,HR,70
-41:17,MAP,66
-41:17,SysABP,105
-41:17,Temp,36.1
-41:17,Urine,300
-42:17,DiasABP,43
-42:17,HR,71
-42:17,MAP,63
-42:17,SysABP,101
-42:17,Urine,25
-43:17,DiasABP,48
-43:17,HR,70
-43:17,MAP,67
-43:17,SysABP,105
-43:17,Urine,20
-45:17,DiasABP,44
-45:17,GCS,15
-45:17,HR,70
-45:17,MAP,64
-45:17,SysABP,101
-45:17,Temp,36.3
-45:17,Urine,75
-46:17,DiasABP,57
-46:17,HR,72
-46:17,MAP,81
-46:17,SysABP,127
-46:17,Urine,25
-47:17,DiasABP,60
-47:17,HR,70
-47:17,MAP,83
-47:17,SysABP,129
-47:17,Urine,35
diff --git a/data/set-a/132615.txt b/data/set-a/132615.txt
deleted file mode 100644
index 8077e20f67cdc850a76c59992d2fe55b48adeed1..0000000000000000000000000000000000000000
--- a/data/set-a/132615.txt
+++ /dev/null
@@ -1,566 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132615
-00:00,Age,46
-00:00,Gender,0
-00:00,Height,152.4
-00:00,ICUType,3
-00:00,Weight,88.6
-00:03,FiO2,0.7
-00:03,GCS,3
-00:03,HR,80
-00:03,MechVent,1
-00:03,NIDiasABP,61
-00:03,NIMAP,79.33
-00:03,NISysABP,116
-00:03,Temp,36.4
-00:03,Urine,80
-00:03,Weight,88.6
-00:33,DiasABP,0
-00:33,HR,73
-00:33,MAP,30
-00:33,NIDiasABP,55
-00:33,NIMAP,76.33
-00:33,NISysABP,119
-00:33,SysABP,0
-00:33,Weight,88.6
-01:03,DiasABP,71
-01:03,FiO2,0.6
-01:03,HR,70
-01:03,MAP,95
-01:03,NIDiasABP,51
-01:03,NIMAP,75
-01:03,NISysABP,123
-01:03,SysABP,137
-01:03,Urine,180
-01:03,Weight,88.6
-01:08,BUN,22
-01:08,Creatinine,0.5
-01:08,Glucose,163
-01:08,HCO3,25
-01:08,HCT,30.6
-01:08,Mg,2.1
-01:08,Platelets,505
-01:08,K,3.7
-01:08,Na,136
-01:08,WBC,22.1
-01:21,pH,7.34
-01:21,Lactate,1
-01:21,PaCO2,48
-01:21,PaO2,168
-02:03,DiasABP,65
-02:03,HR,68
-02:03,MAP,87
-02:03,SysABP,125
-02:03,Urine,110
-02:03,Weight,88.6
-02:33,DiasABP,60
-02:33,HR,64
-02:33,MAP,79
-02:33,SysABP,111
-02:33,Weight,88.6
-02:48,FiO2,0.6
-02:48,MechVent,1
-03:03,DiasABP,71
-03:03,GCS,3
-03:03,HR,74
-03:03,MAP,93
-03:03,SysABP,132
-03:03,Urine,75
-03:03,Weight,88.6
-03:33,FiO2,0.5
-03:33,MechVent,1
-04:03,DiasABP,54
-04:03,FiO2,0.4
-04:03,HR,66
-04:03,MAP,69
-04:03,SysABP,96
-04:03,Temp,36.6
-04:03,Urine,80
-04:03,Weight,88.6
-04:18,DiasABP,67
-04:18,HR,76
-04:18,MAP,89
-04:18,SysABP,128
-04:18,Weight,88.6
-04:33,DiasABP,73
-04:33,HR,88
-04:33,MAP,101
-04:33,SysABP,146
-04:33,Weight,88.6
-05:03,DiasABP,89
-05:03,GCS,3
-05:03,HR,107
-05:03,MAP,126
-05:03,SysABP,199
-05:03,Urine,75
-05:03,Weight,88.6
-05:45,pH,7.25
-05:45,Lactate,0.8
-05:45,PaCO2,60
-05:45,PaO2,71
-06:03,DiasABP,62
-06:03,HR,84
-06:03,MAP,82
-06:03,SysABP,122
-06:03,Urine,75
-06:03,Weight,88.6
-06:48,DiasABP,78
-06:48,HR,91
-06:48,MAP,99
-06:48,SysABP,136
-06:48,Weight,88.6
-07:03,DiasABP,71
-07:03,GCS,3
-07:03,HR,87
-07:03,MAP,89
-07:03,SysABP,119
-07:03,Urine,75
-07:03,Weight,88.6
-07:28,FiO2,0.4
-07:28,MechVent,1
-07:33,DiasABP,66
-07:33,GCS,7
-07:33,HR,86
-07:33,MAP,88
-07:33,SysABP,135
-07:33,Weight,88.6
-08:03,DiasABP,53
-08:03,HR,76
-08:03,MAP,69
-08:03,SysABP,103
-08:03,Temp,36.7
-08:03,Weight,88.6
-08:19,BUN,20
-08:19,Creatinine,0.4
-08:19,Glucose,93
-08:19,HCO3,26
-08:19,HCT,27.8
-08:19,Mg,2.2
-08:19,Platelets,482
-08:19,K,4.9
-08:19,Na,141
-08:19,WBC,21.1
-08:48,FiO2,0.45
-08:51,pH,7.31
-08:51,PaCO2,57
-08:51,PaO2,63
-09:03,DiasABP,49
-09:03,GCS,3
-09:03,HR,71
-09:03,MAP,62
-09:03,SysABP,84
-09:03,Urine,50
-09:03,Weight,88.6
-10:03,DiasABP,52
-10:03,HR,61
-10:03,MAP,66
-10:03,SysABP,90
-10:03,Urine,80
-10:03,Weight,88.6
-10:33,DiasABP,58
-10:33,HR,70
-10:33,MAP,76
-10:33,SysABP,107
-10:33,Temp,36.6
-10:33,Weight,88.6
-11:03,DiasABP,54
-11:03,FiO2,0.45
-11:03,GCS,10
-11:03,HR,74
-11:03,MAP,70
-11:03,MechVent,1
-11:03,SysABP,107
-11:03,Urine,40
-11:03,Weight,88.6
-11:18,DiasABP,52
-11:18,HR,71
-11:18,MAP,67
-11:18,SysABP,103
-11:18,Weight,88.6
-11:33,DiasABP,50
-11:33,HR,71
-11:33,MAP,65
-11:33,SysABP,98
-11:33,Weight,88.6
-12:03,DiasABP,50
-12:03,HR,69
-12:03,MAP,65
-12:03,SysABP,97
-12:03,Urine,70
-12:03,Weight,88.6
-12:13,pH,7.43
-12:13,PaCO2,41
-12:13,PaO2,66
-13:03,DiasABP,51
-13:03,GCS,10
-13:03,HR,75
-13:03,MAP,68
-13:03,MechVent,1
-13:03,SysABP,103
-13:03,Urine,60
-13:03,Weight,88.6
-13:23,DiasABP,42
-13:23,HR,71
-13:23,MAP,55
-13:23,NIDiasABP,30
-13:23,NIMAP,46.67
-13:23,NISysABP,80
-13:23,SysABP,79
-13:23,Weight,88.6
-13:28,DiasABP,43
-13:28,HR,71
-13:28,MAP,56
-13:28,NIDiasABP,30
-13:28,NIMAP,47.33
-13:28,NISysABP,82
-13:28,SysABP,79
-13:28,Weight,88.6
-13:33,DiasABP,51
-13:33,HR,68
-13:33,MAP,68
-13:33,SysABP,95
-13:33,Weight,88.6
-13:48,DiasABP,44
-13:48,HR,68
-13:48,MAP,62
-13:48,NIDiasABP,40
-13:48,NIMAP,61.33
-13:48,NISysABP,104
-13:48,SysABP,95
-13:48,Weight,88.6
-14:03,DiasABP,46
-14:03,HR,69
-14:03,MAP,64
-14:03,SysABP,96
-14:03,Urine,50
-14:03,Weight,88.6
-14:08,DiasABP,43
-14:08,HR,67
-14:08,MAP,61
-14:08,SysABP,91
-14:08,Weight,88.6
-14:33,DiasABP,66
-14:33,HR,69
-14:33,MAP,86
-14:33,SysABP,106
-14:33,Weight,88.6
-14:48,Albumin,2.6
-14:48,ALP,81
-14:48,ALT,32
-14:48,AST,28
-14:48,Bilirubin,0.3
-14:53,DiasABP,46
-14:53,HR,69
-14:53,MAP,68
-14:53,SysABP,107
-14:53,Weight,88.6
-15:03,FiO2,0.45
-15:03,MechVent,1
-15:03,Urine,80
-16:03,DiasABP,64
-16:03,GCS,10
-16:03,HR,103
-16:03,MAP,90
-16:03,MechVent,1
-16:03,SysABP,132
-16:03,Urine,80
-16:03,Weight,88.6
-16:23,DiasABP,44
-16:23,HR,80
-16:23,MAP,62
-16:23,SysABP,95
-16:23,Weight,88.6
-16:43,DiasABP,45
-16:43,HR,75
-16:43,MAP,63
-16:43,SysABP,95
-16:43,Weight,88.6
-17:03,pH,7.4
-17:03,DiasABP,45
-17:03,HR,72
-17:03,MAP,63
-17:03,PaCO2,44
-17:03,PaO2,61
-17:03,SysABP,95
-17:03,Urine,50
-17:03,Weight,88.6
-17:33,DiasABP,57
-17:33,HR,73
-17:33,MAP,74
-17:33,SysABP,103
-17:33,Weight,88.6
-18:03,DiasABP,51
-18:03,HR,71
-18:03,MAP,66
-18:03,SysABP,90
-18:03,Temp,37.3
-18:03,Urine,110
-18:03,Weight,88.6
-18:53,pH,7.4
-18:53,PaCO2,43
-18:53,PaO2,97
-19:03,DiasABP,57
-19:03,FiO2,0.45
-19:03,GCS,10
-19:03,HR,66
-19:03,MAP,74
-19:03,MechVent,1
-19:03,NIDiasABP,38
-19:03,NIMAP,60
-19:03,NISysABP,104
-19:03,SysABP,96
-19:03,Weight,88.6
-20:03,DiasABP,53
-20:03,HR,92
-20:03,MAP,72
-20:03,SysABP,105
-20:03,Urine,120
-20:03,Weight,88.6
-21:03,DiasABP,52
-21:03,GCS,10
-21:03,HR,65
-21:03,MAP,71
-21:03,MechVent,1
-21:03,NIDiasABP,45
-21:03,NIMAP,66
-21:03,NISysABP,108
-21:03,SysABP,102
-21:03,Urine,80
-21:03,Weight,88.6
-21:19,pH,7.41
-21:19,PaCO2,40
-21:19,PaO2,107
-22:03,DiasABP,49
-22:03,HR,67
-22:03,MAP,67
-22:03,NIDiasABP,41
-22:03,NIMAP,60.67
-22:03,NISysABP,100
-22:03,SysABP,98
-22:03,Urine,80
-22:03,Weight,88.6
-22:33,DiasABP,54
-22:33,GCS,10
-22:33,HR,63
-22:33,MAP,73
-22:33,NIDiasABP,43
-22:33,NIMAP,62.33
-22:33,NISysABP,101
-22:33,SysABP,105
-22:33,Temp,36.9
-22:33,Weight,88.6
-23:03,DiasABP,56
-23:03,FiO2,0.45
-23:03,HR,60
-23:03,MAP,76
-23:03,MechVent,1
-23:03,NIDiasABP,48
-23:03,NIMAP,67.33
-23:03,NISysABP,106
-23:03,SysABP,109
-23:03,Urine,60
-23:03,Weight,88.6
-24:03,DiasABP,51
-24:03,HR,63
-24:03,MAP,70
-24:03,SysABP,103
-24:03,Weight,88.6
-25:03,DiasABP,50
-25:03,HR,61
-25:03,MAP,69
-25:03,NIDiasABP,37
-25:03,NIMAP,56.33
-25:03,NISysABP,95
-25:03,SysABP,101
-25:03,Urine,90
-25:03,Weight,88.6
-26:03,DiasABP,51
-26:03,HR,60
-26:03,MAP,71
-26:03,SysABP,105
-26:03,Weight,88.6
-26:48,FiO2,0.45
-26:48,MechVent,1
-27:03,DiasABP,54
-27:03,GCS,10
-27:03,HR,59
-27:03,MAP,76
-27:03,NIDiasABP,45
-27:03,NIMAP,64.33
-27:03,NISysABP,103
-27:03,SysABP,113
-27:03,Temp,36.9
-27:03,Urine,100
-27:03,Weight,88.6
-28:03,DiasABP,59
-28:03,HR,58
-28:03,MAP,85
-28:03,SysABP,127
-28:03,Weight,88.6
-29:03,DiasABP,55
-29:03,HR,62
-29:03,MAP,75
-29:03,NIDiasABP,47
-29:03,NIMAP,73.33
-29:03,NISysABP,126
-29:03,SysABP,106
-29:03,Urine,160
-29:03,Weight,88.6
-30:03,DiasABP,56
-30:03,HR,61
-30:03,MAP,74
-30:03,SysABP,102
-30:03,Weight,88.6
-31:03,DiasABP,59
-31:03,FiO2,0.45
-31:03,GCS,10
-31:03,HR,79
-31:03,MAP,72
-31:03,MechVent,1
-31:03,SysABP,85
-31:03,Temp,37.3
-31:03,Urine,90
-31:03,Weight,88.6
-31:05,BUN,22
-31:05,Creatinine,0.5
-31:05,Glucose,203
-31:05,HCO3,25
-31:05,HCT,28.4
-31:05,Mg,2.1
-31:05,Platelets,525
-31:05,K,4.3
-31:05,Na,139
-31:05,WBC,15.9
-31:28,pH,7.37
-31:28,PaCO2,44
-31:28,PaO2,95
-32:03,DiasABP,55
-32:03,HR,62
-32:03,MAP,77
-32:03,SysABP,114
-32:03,Weight,88.6
-33:03,DiasABP,57
-33:03,HR,61
-33:03,MAP,80
-33:03,SysABP,119
-33:03,Urine,140
-33:03,Weight,88.6
-34:03,DiasABP,58
-34:03,HR,60
-34:03,MAP,81
-34:03,SysABP,121
-34:03,Weight,86.8
-35:03,DiasABP,55
-35:03,FiO2,0.45
-35:03,GCS,11
-35:03,HR,72
-35:03,MAP,78
-35:03,MechVent,1
-35:03,SysABP,115
-35:03,Temp,37.5
-35:03,Urine,80
-35:03,Weight,86.8
-36:03,DiasABP,48
-36:03,HR,60
-36:03,MAP,65
-36:03,SysABP,93
-36:03,Urine,50
-36:03,Weight,86.8
-37:03,DiasABP,54
-37:03,HR,65
-37:03,MAP,72
-37:03,MechVent,1
-37:03,SysABP,98
-37:03,Urine,60
-37:03,Weight,86.8
-38:03,DiasABP,48
-38:03,HR,66
-38:03,MAP,67
-38:03,SysABP,98
-38:03,Urine,60
-38:03,Weight,86.8
-39:03,DiasABP,47
-39:03,FiO2,0.45
-39:03,GCS,11
-39:03,HR,65
-39:03,MAP,66
-39:03,MechVent,1
-39:03,SysABP,98
-39:03,Temp,36.7
-39:03,Urine,60
-39:03,Weight,86.8
-40:03,DiasABP,50
-40:03,HR,65
-40:03,MAP,69
-40:03,SysABP,100
-40:03,Urine,40
-40:03,Weight,86.8
-41:03,DiasABP,63
-41:03,HR,70
-41:03,MAP,81
-41:03,MechVent,1
-41:03,SysABP,99
-41:03,Urine,50
-41:03,Weight,86.8
-42:03,DiasABP,59
-42:03,HR,68
-42:03,MAP,74
-42:03,SysABP,95
-42:03,Urine,50
-42:03,Weight,86.8
-43:03,DiasABP,57
-43:03,GCS,11
-43:03,HR,62
-43:03,MAP,71
-43:03,MechVent,1
-43:03,SysABP,90
-43:03,Temp,37.2
-43:03,Urine,50
-43:03,Weight,86.8
-43:23,FiO2,0.45
-43:23,MechVent,1
-44:03,DiasABP,50
-44:03,HR,60
-44:03,MAP,68
-44:03,SysABP,97
-44:03,Weight,86.8
-44:33,MechVent,1
-45:03,DiasABP,51
-45:03,HR,61
-45:03,MAP,69
-45:03,MechVent,1
-45:03,SysABP,97
-45:03,Urine,120
-45:03,Weight,86.8
-46:03,DiasABP,52
-46:03,HR,65
-46:03,MAP,71
-46:03,SysABP,102
-46:03,Urine,60
-46:03,Weight,86.8
-46:33,DiasABP,55
-46:33,HR,63
-46:33,MAP,74
-46:33,SysABP,106
-46:33,Weight,86.8
-47:03,DiasABP,48
-47:03,FiO2,0.45
-47:03,GCS,11
-47:03,HR,60
-47:03,MAP,66
-47:03,MechVent,1
-47:03,NIDiasABP,36
-47:03,NIMAP,56.67
-47:03,NISysABP,98
-47:03,SysABP,95
-47:03,Temp,37.3
-47:03,Urine,80
-47:03,Weight,86.8
-47:23,pH,7.42
-47:23,PaCO2,43
-47:23,PaO2,85
-47:48,DiasABP,47
-47:48,HR,55
-47:48,MAP,63
-47:48,SysABP,89
-47:48,Weight,86.8
diff --git a/data/set-a/132617.txt b/data/set-a/132617.txt
deleted file mode 100644
index 90410f48cc5dde1069e3c75d3331102428c14db9..0000000000000000000000000000000000000000
--- a/data/set-a/132617.txt
+++ /dev/null
@@ -1,291 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132617
-00:00,Age,77
-00:00,Gender,1
-00:00,Height,170.2
-00:00,ICUType,1
-00:00,Weight,75
-00:01,NIDiasABP,56
-00:01,NIMAP,78
-00:01,NISysABP,122
-01:26,GCS,15
-01:26,HR,66
-01:26,NIDiasABP,41
-01:26,NIMAP,61.67
-01:26,NISysABP,103
-01:26,SaO2,97
-01:26,Weight,75.1
-01:57,pH,7.55
-01:57,PaCO2,30
-01:57,PaO2,96
-01:57,SaO2,97
-02:26,Urine,100
-03:26,HR,66
-03:26,NIDiasABP,39
-03:26,NIMAP,61.67
-03:26,NISysABP,107
-03:26,Weight,75.1
-04:21,BUN,111
-04:21,Creatinine,2.4
-04:21,Glucose,151
-04:21,HCO3,30
-04:21,Mg,2.3
-04:21,K,4.5
-04:21,Na,136
-04:26,Urine,150
-05:26,GCS,15
-05:26,HR,70
-05:26,NIDiasABP,42
-05:26,NIMAP,60.33
-05:26,NISysABP,97
-05:26,Weight,75.1
-06:26,HR,73
-06:26,NIDiasABP,47
-06:26,NIMAP,69.67
-06:26,NISysABP,115
-06:26,Urine,100
-06:26,Weight,75.1
-06:36,HR,74
-06:36,NIDiasABP,46
-06:36,NIMAP,67.33
-06:36,NISysABP,110
-06:36,Weight,75.1
-07:26,HR,77
-07:26,NIDiasABP,33
-07:26,NIMAP,52.67
-07:26,NISysABP,92
-07:26,Weight,75.1
-08:26,HR,76
-08:26,NIDiasABP,43
-08:26,NIMAP,63
-08:26,NISysABP,103
-08:26,Weight,75.1
-09:26,GCS,15
-09:26,HR,77
-09:26,NIDiasABP,37
-09:26,NIMAP,56.67
-09:26,NISysABP,96
-09:26,Temp,36.4
-09:26,Urine,120
-09:26,Weight,75.1
-09:38,BUN,110
-09:38,Creatinine,2.2
-09:38,Glucose,144
-09:38,HCO3,28
-09:38,HCT,29.9
-09:38,Mg,2.2
-09:38,Platelets,89
-09:38,K,4.2
-09:38,Na,136
-09:38,WBC,7.9
-09:56,HR,74
-09:56,NIDiasABP,37
-09:56,NIMAP,56.67
-09:56,NISysABP,96
-09:56,SaO2,97
-09:56,Weight,75.1
-10:11,HR,79
-10:11,NIDiasABP,36
-10:11,NIMAP,56.33
-10:11,NISysABP,97
-10:11,SaO2,96
-10:11,Weight,75.1
-10:56,Urine,225
-11:26,HR,78
-11:26,NIDiasABP,35
-11:26,NIMAP,55.67
-11:26,NISysABP,97
-11:26,Weight,75.1
-13:26,HR,79
-13:26,NIDiasABP,37
-13:26,NIMAP,57
-13:26,NISysABP,97
-13:26,SaO2,93
-13:26,Temp,36.9
-13:26,Weight,75.1
-13:56,HR,84
-13:56,NIDiasABP,44
-13:56,NIMAP,61
-13:56,NISysABP,95
-13:56,Weight,75.1
-15:26,HR,82
-15:26,NIDiasABP,35
-15:26,NIMAP,50
-15:26,NISysABP,80
-15:26,Urine,350
-15:26,Weight,75.1
-15:41,HR,81
-15:41,NIDiasABP,33
-15:41,NIMAP,49.33
-15:41,NISysABP,82
-15:41,Weight,75.1
-17:26,HR,77
-17:26,NIDiasABP,34
-17:26,NIMAP,52.67
-17:26,NISysABP,90
-17:26,Weight,75.1
-19:26,HR,74
-19:26,NIDiasABP,36
-19:26,NIMAP,58.33
-19:26,NISysABP,103
-19:26,Weight,75.1
-20:26,HR,74
-20:26,NIDiasABP,37
-20:26,NIMAP,57
-20:26,NISysABP,97
-20:26,SaO2,100
-20:26,Temp,35.9
-20:26,Urine,200
-20:26,Weight,75.1
-21:03,HCT,29.8
-23:26,GCS,15
-23:26,HR,87
-23:26,NIDiasABP,41
-23:26,NIMAP,65
-23:26,NISysABP,113
-23:26,Urine,80
-23:26,Weight,75.1
-24:26,Urine,140
-25:26,GCS,15
-25:26,HR,87
-25:26,NIDiasABP,41
-25:26,NIMAP,66
-25:26,NISysABP,116
-25:26,Temp,35.6
-25:26,Urine,90
-25:26,Weight,75.1
-26:26,Urine,120
-27:26,GCS,15
-27:26,HR,93
-27:26,NIDiasABP,40
-27:26,NIMAP,57
-27:26,NISysABP,91
-27:26,Urine,25
-27:26,Weight,75.1
-28:41,BUN,106
-28:41,Creatinine,2.3
-28:41,Glucose,216
-28:41,HCO3,29
-28:41,HCT,28.4
-28:41,Mg,2.2
-28:41,Platelets,88
-28:41,K,4.3
-28:41,Na,136
-28:41,WBC,8.1
-29:26,HR,98
-29:26,NIDiasABP,41
-29:26,NIMAP,60
-29:26,NISysABP,98
-29:26,Urine,120
-29:26,Weight,75.1
-30:26,Urine,95
-31:26,HR,93
-31:26,NIDiasABP,42
-31:26,NIMAP,59.67
-31:26,NISysABP,95
-31:26,Temp,37.1
-31:26,Urine,120
-31:26,Weight,75.1
-31:56,HR,97
-31:56,NIDiasABP,52
-31:56,NIMAP,73.67
-31:56,NISysABP,117
-31:56,SaO2,94
-31:56,Weight,75.1
-32:56,Urine,180
-33:26,GCS,15
-33:26,HR,100
-33:26,NIDiasABP,44
-33:26,NIMAP,63.33
-33:26,NISysABP,102
-33:26,Weight,75.1
-33:56,Urine,160
-34:13,BUN,105
-34:13,Creatinine,2.2
-34:13,Glucose,128
-34:13,HCO3,29
-34:13,HCT,30.1
-34:13,Mg,2.3
-34:13,Platelets,91
-34:13,K,4.1
-34:13,Na,136
-34:13,WBC,8.4
-35:26,HR,100
-35:26,NIDiasABP,43
-35:26,NIMAP,59.67
-35:26,NISysABP,93
-35:26,Urine,120
-35:26,Weight,75.1
-36:26,Urine,85
-37:26,GCS,15
-37:26,HR,93
-37:26,NIDiasABP,61
-37:26,NIMAP,70.33
-37:26,NISysABP,89
-37:26,Temp,37.1
-37:26,Urine,100
-37:26,Weight,75.1
-37:56,HR,94
-37:56,NIDiasABP,46
-37:56,NIMAP,60.33
-37:56,NISysABP,89
-37:56,Weight,75.1
-38:26,HR,86
-38:26,NIDiasABP,38
-38:26,NIMAP,55.33
-38:26,NISysABP,90
-38:26,Urine,140
-38:26,Weight,75.1
-39:26,HR,89
-39:26,NIDiasABP,38
-39:26,NIMAP,57.33
-39:26,NISysABP,96
-39:26,Urine,130
-39:26,Weight,75.1
-40:26,HR,88
-40:26,NIDiasABP,44
-40:26,NIMAP,60.67
-40:26,NISysABP,94
-40:26,Urine,110
-40:26,Weight,75.1
-41:26,GCS,15
-41:26,HR,86
-41:26,NIDiasABP,41
-41:26,NIMAP,57
-41:26,NISysABP,89
-41:26,Temp,36.2
-41:26,Urine,105
-41:26,Weight,75.1
-41:31,HR,83
-41:31,NIDiasABP,36
-41:31,NIMAP,50.67
-41:31,NISysABP,80
-41:31,Weight,75.1
-41:36,NIDiasABP,36
-41:36,NIMAP,53
-41:36,NISysABP,87
-41:46,NIDiasABP,36
-41:46,NIMAP,51.67
-41:46,NISysABP,83
-41:51,NIDiasABP,36
-41:51,NIMAP,49
-41:51,NISysABP,75
-42:11,BUN,105
-42:11,Creatinine,2.1
-42:11,Glucose,130
-42:11,HCO3,33
-42:11,Mg,2.2
-42:11,K,3.8
-42:11,Na,138
-42:26,HR,82
-42:26,NIDiasABP,19
-42:26,NIMAP,37.33
-42:26,NISysABP,74
-42:26,Urine,30
-42:26,Weight,75.1
-42:41,HR,79
-42:41,NIDiasABP,37
-42:41,NIMAP,53.33
-42:41,NISysABP,86
-42:41,Weight,75.1
-42:56,Urine,140
diff --git a/data/set-a/132618.txt b/data/set-a/132618.txt
deleted file mode 100644
index f5e8ba07b0877085541206cb75fe8f54dbce4b67..0000000000000000000000000000000000000000
--- a/data/set-a/132618.txt
+++ /dev/null
@@ -1,483 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132618
-00:00,Age,72
-00:00,Gender,0
-00:00,Height,152.4
-00:00,ICUType,4
-00:00,Weight,69.1
-00:06,DiasABP,62
-00:06,HR,56
-00:06,SysABP,112
-00:06,Temp,37.5
-00:16,GCS,14
-00:16,HR,58
-00:21,HR,57
-00:21,MAP,153
-00:31,HR,55
-00:31,NIDiasABP,36
-00:31,NIMAP,50
-00:31,NISysABP,78
-00:31,Temp,37.5
-00:36,HR,55
-00:36,NIDiasABP,45
-00:36,NIMAP,62.33
-00:36,NISysABP,97
-00:36,Temp,37.5
-00:46,DiasABP,0
-00:46,FiO2,0.5
-00:46,HR,54
-00:46,MAP,1
-00:46,MechVent,1
-00:46,NIDiasABP,47
-00:46,NIMAP,60.67
-00:46,NISysABP,88
-00:46,SysABP,0
-00:46,Temp,37.4
-01:46,GCS,10
-01:46,HR,54
-01:46,MechVent,1
-01:46,NIDiasABP,55
-01:46,NIMAP,68
-01:46,NISysABP,94
-01:46,Temp,37.5
-01:46,Urine,40
-02:31,TroponinT,0.71
-02:46,DiasABP,52
-02:46,HR,52
-02:46,MAP,122
-02:46,NIDiasABP,48
-02:46,NIMAP,64.67
-02:46,NISysABP,98
-02:46,SysABP,94
-02:46,Temp,37.5
-02:46,Urine,35
-03:01,pH,7.46
-03:01,Lactate,1
-03:01,PaCO2,31
-03:01,PaO2,188
-03:46,DiasABP,55
-03:46,GCS,11
-03:46,HR,49
-03:46,MAP,73
-03:46,MechVent,1
-03:46,NIDiasABP,53
-03:46,NIMAP,71
-03:46,NISysABP,107
-03:46,SysABP,101
-03:46,Temp,37.6
-03:46,Urine,50
-04:46,DiasABP,59
-04:46,HR,54
-04:46,MAP,77
-04:46,NIDiasABP,57
-04:46,NIMAP,72.33
-04:46,NISysABP,103
-04:46,SysABP,107
-04:46,Temp,37.5
-04:46,Urine,200
-04:47,ALP,163
-04:47,ALT,44
-04:47,AST,82
-04:47,Bilirubin,0.4
-04:47,BUN,8
-04:47,Creatinine,0.4
-04:47,Glucose,120
-04:47,HCO3,25
-04:47,HCT,29
-04:47,Mg,1.9
-04:47,Platelets,298
-04:47,K,3.4
-04:47,Na,137
-04:47,WBC,7.5
-05:46,DiasABP,54
-05:46,GCS,11
-05:46,HR,52
-05:46,MAP,70
-05:46,NIDiasABP,49
-05:46,NIMAP,67
-05:46,NISysABP,103
-05:46,SysABP,98
-05:46,Temp,37.5
-05:46,Urine,400
-06:16,FiO2,0.5
-06:16,MechVent,1
-06:46,DiasABP,58
-06:46,HR,56
-06:46,MAP,75
-06:46,NIDiasABP,52
-06:46,NIMAP,70
-06:46,NISysABP,106
-06:46,SysABP,104
-06:46,Temp,37.5
-06:46,Urine,520
-07:46,DiasABP,58
-07:46,GCS,10
-07:46,HR,55
-07:46,MAP,76
-07:46,NIDiasABP,56
-07:46,NIMAP,71
-07:46,NISysABP,101
-07:46,SysABP,105
-07:46,Temp,37.5
-07:46,Urine,420
-08:46,DiasABP,52
-08:46,HR,53
-08:46,MAP,67
-08:46,NIDiasABP,45
-08:46,NIMAP,65.33
-08:46,NISysABP,106
-08:46,SysABP,92
-08:46,Temp,37.6
-08:46,Urine,200
-08:52,BUN,7
-08:52,Creatinine,0.4
-08:52,Glucose,128
-08:52,HCO3,24
-08:52,HCT,29.1
-08:52,Mg,1.8
-08:52,Platelets,265
-08:52,K,3.8
-08:52,Na,139
-08:52,TroponinT,0.83
-08:52,WBC,7.9
-09:13,pH,7.45
-09:13,Lactate,0.9
-09:13,PaCO2,33
-09:13,PaO2,205
-09:13,SaO2,98
-09:46,DiasABP,51
-09:46,FiO2,0.5
-09:46,GCS,10
-09:46,HCT,28.9
-09:46,HR,54
-09:46,MAP,65
-09:46,MechVent,1
-09:46,NIDiasABP,51
-09:46,NIMAP,62.67
-09:46,NISysABP,86
-09:46,Platelets,281
-09:46,SysABP,90
-09:46,Temp,37.7
-09:46,Urine,90
-09:46,WBC,7.9
-10:46,DiasABP,52
-10:46,HR,53
-10:46,MAP,66
-10:46,NIDiasABP,45
-10:46,NIMAP,61.67
-10:46,NISysABP,95
-10:46,SysABP,91
-10:46,Temp,37.7
-10:46,Urine,80
-11:46,DiasABP,54
-11:46,GCS,10
-11:46,HR,52
-11:46,MAP,70
-11:46,NIDiasABP,53
-11:46,NIMAP,68.67
-11:46,NISysABP,100
-11:46,SysABP,94
-11:46,Temp,37.6
-11:46,Urine,60
-12:46,DiasABP,52
-12:46,HR,52
-12:46,MAP,67
-12:46,NIDiasABP,44
-12:46,NIMAP,63
-12:46,NISysABP,101
-12:46,SysABP,91
-12:46,Temp,37.7
-13:46,DiasABP,51
-13:46,FiO2,0.5
-13:46,GCS,15
-13:46,HR,58
-13:46,MAP,64
-13:46,MechVent,1
-13:46,NIDiasABP,46
-13:46,NIMAP,64.67
-13:46,NISysABP,102
-13:46,SysABP,84
-13:46,Temp,37.7
-14:46,DiasABP,48
-14:46,HR,52
-14:46,MAP,62
-14:46,NIDiasABP,49
-14:46,NIMAP,66.33
-14:46,NISysABP,101
-14:46,SysABP,82
-14:46,Temp,37.7
-14:46,Urine,270
-15:46,DiasABP,57
-15:46,GCS,14
-15:46,HR,56
-15:46,MAP,72
-15:46,NIDiasABP,53
-15:46,NIMAP,72.33
-15:46,NISysABP,111
-15:46,SysABP,96
-15:46,Temp,37.7
-15:46,Urine,60
-16:46,DiasABP,53
-16:46,HR,54
-16:46,MAP,67
-16:46,MechVent,1
-16:46,NIDiasABP,40
-16:46,NIMAP,56
-16:46,NISysABP,88
-16:46,SysABP,88
-16:46,Temp,37.6
-16:46,Urine,50
-17:06,HCT,32.7
-17:06,Platelets,264
-17:06,TroponinT,0.89
-17:06,WBC,8.3
-17:46,DiasABP,60
-17:46,FiO2,0.5
-17:46,GCS,15
-17:46,HR,55
-17:46,MAP,76
-17:46,MechVent,1
-17:46,NIDiasABP,45
-17:46,NIMAP,62.33
-17:46,NISysABP,97
-17:46,SysABP,103
-17:46,Temp,37.7
-17:46,Urine,50
-18:46,DiasABP,56
-18:46,HR,54
-18:46,MAP,71
-18:46,NIDiasABP,48
-18:46,NIMAP,64.33
-18:46,NISysABP,97
-18:46,SysABP,94
-18:46,Temp,37.6
-18:46,Urine,60
-19:46,DiasABP,57
-19:46,HR,54
-19:46,MAP,72
-19:46,NIDiasABP,50
-19:46,NIMAP,68.33
-19:46,NISysABP,105
-19:46,SysABP,96
-19:46,Temp,37.5
-19:46,Urine,50
-20:03,pH,7.42
-20:03,PaCO2,34
-20:03,PaO2,210
-20:14,FiO2,0.4
-20:46,DiasABP,57
-20:46,HR,58
-20:46,MAP,72
-20:46,MechVent,1
-20:46,SysABP,95
-20:46,Temp,37.6
-20:46,Urine,40
-21:41,pH,7.39
-21:41,PaCO2,42
-21:41,PaO2,147
-21:46,DiasABP,53
-21:46,FiO2,0.4
-21:46,GCS,15
-21:46,HR,58
-21:46,MAP,66
-21:46,MechVent,1
-21:46,NIDiasABP,44
-21:46,NIMAP,64.33
-21:46,NISysABP,105
-21:46,SysABP,86
-21:46,Temp,37.6
-21:46,Urine,20
-22:46,DiasABP,74
-22:46,HR,74
-22:46,MAP,95
-22:46,NIDiasABP,48
-22:46,NIMAP,64.67
-22:46,NISysABP,98
-22:46,SysABP,127
-22:46,Temp,37.6
-22:46,Urine,280
-23:46,DiasABP,58
-23:46,HR,57
-23:46,MAP,74
-23:46,NIDiasABP,48
-23:46,NIMAP,62
-23:46,NISysABP,90
-23:46,SysABP,99
-23:46,Temp,37.5
-23:46,Urine,250
-24:46,DiasABP,58
-24:46,HR,57
-24:46,MAP,73
-24:46,SysABP,98
-24:46,Temp,37.5
-24:46,Urine,180
-25:46,DiasABP,60
-25:46,FiO2,0.4
-25:46,GCS,11
-25:46,HR,57
-25:46,MAP,75
-25:46,MechVent,1
-25:46,NIDiasABP,38
-25:46,NIMAP,53.33
-25:46,NISysABP,84
-25:46,SysABP,98
-25:46,Temp,37.5
-25:46,Urine,160
-26:46,DiasABP,53
-26:46,HR,56
-26:46,MAP,68
-26:46,SysABP,91
-26:46,Temp,37.5
-26:46,Urine,100
-27:46,DiasABP,53
-27:46,GCS,10
-27:46,HR,55
-27:46,MAP,68
-27:46,NISysABP,0
-27:46,SysABP,92
-27:46,Temp,37.6
-27:46,Urine,100
-28:46,DiasABP,51
-28:46,HR,58
-28:46,MAP,65
-28:46,NIDiasABP,39
-28:46,NIMAP,53.67
-28:46,NISysABP,83
-28:46,SysABP,86
-28:46,Temp,37.6
-28:46,Urine,200
-29:46,DiasABP,55
-29:46,GCS,10
-29:46,HR,59
-29:46,MAP,69
-29:46,MechVent,1
-29:46,NIDiasABP,39
-29:46,NIMAP,56.67
-29:46,NISysABP,92
-29:46,SysABP,93
-29:46,Temp,37.5
-29:46,Urine,110
-30:31,FiO2,0.4
-30:31,MechVent,1
-30:46,DiasABP,60
-30:46,HR,60
-30:46,MAP,78
-30:46,NIDiasABP,43
-30:46,NIMAP,58.33
-30:46,NISysABP,89
-30:46,SysABP,105
-30:46,Temp,37.5
-30:46,Urine,70
-31:46,DiasABP,56
-31:46,GCS,11
-31:46,HR,57
-31:46,MAP,72
-31:46,SysABP,97
-31:46,Temp,37.4
-31:46,Urine,40
-32:46,DiasABP,60
-32:46,HR,59
-32:46,MAP,76
-32:46,SysABP,103
-32:46,Temp,37.3
-32:46,Urine,45
-32:49,BUN,9
-32:49,Creatinine,0.5
-32:49,Glucose,144
-32:49,HCO3,25
-32:49,HCT,32.1
-32:49,Mg,1.7
-32:49,Platelets,270
-32:49,K,3.9
-32:49,Na,140
-32:49,WBC,9
-33:08,pH,7.4
-33:08,Lactate,0.5
-33:08,PaCO2,39
-33:08,PaO2,158
-33:08,SaO2,98
-33:46,DiasABP,66
-33:46,GCS,11
-33:46,HR,60
-33:46,MAP,84
-33:46,SysABP,115
-33:46,Temp,37.5
-33:46,Urine,30
-34:46,DiasABP,71
-34:46,HR,65
-34:46,MAP,85
-34:46,SysABP,106
-34:46,Temp,37.7
-34:46,Urine,25
-35:16,FiO2,0.4
-35:16,MechVent,1
-35:46,DiasABP,63
-35:46,GCS,15
-35:46,HR,66
-35:46,MAP,81
-35:46,SysABP,112
-35:46,Temp,38
-35:46,Urine,280
-36:46,DiasABP,58
-36:46,HR,68
-36:46,MAP,75
-36:46,SysABP,102
-36:46,Temp,38.3
-36:46,Urine,220
-37:46,DiasABP,62
-37:46,GCS,11
-37:46,HR,70
-37:46,MAP,78
-37:46,SysABP,105
-37:46,Temp,38.4
-37:46,Urine,100
-38:26,FiO2,0.4
-38:26,MechVent,1
-38:46,DiasABP,65
-38:46,HR,73
-38:46,MAP,83
-38:46,SysABP,109
-38:46,Temp,38.4
-38:46,Urine,80
-39:46,DiasABP,59
-39:46,GCS,11
-39:46,HR,72
-39:46,MAP,69
-39:46,SysABP,97
-39:46,Temp,38.3
-39:46,Urine,30
-40:46,DiasABP,52
-40:46,HR,67
-40:46,MAP,66
-40:46,SysABP,89
-40:46,Temp,38.1
-40:46,Urine,35
-41:46,DiasABP,59
-41:46,FiO2,0.4
-41:46,GCS,10
-41:46,HR,67
-41:46,MAP,76
-41:46,MechVent,1
-41:46,SysABP,102
-41:46,Temp,38.1
-41:46,Urine,60
-42:46,DiasABP,63
-42:46,HR,62
-42:46,MAP,80
-42:46,SysABP,110
-42:46,Temp,38.1
-42:46,Urine,60
-43:46,DiasABP,59
-43:46,HR,61
-43:46,MAP,75
-43:46,SysABP,103
-43:46,Temp,38.2
-43:46,Urine,40
-47:46,DiasABP,71
-47:46,FiO2,0.4
-47:46,GCS,11
-47:46,HR,64
-47:46,MAP,90
-47:46,MechVent,1
-47:46,SysABP,122
-47:46,Temp,37.7
diff --git a/data/set-a/132622.txt b/data/set-a/132622.txt
deleted file mode 100644
index 191afaafe9dd254e0c604fe035960c4736b54531..0000000000000000000000000000000000000000
--- a/data/set-a/132622.txt
+++ /dev/null
@@ -1,375 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132622
-00:00,Age,71
-00:00,Gender,0
-00:00,Height,160
-00:00,ICUType,3
-00:00,Weight,79
-01:14,HR,95
-01:14,NIDiasABP,68
-01:14,NIMAP,85
-01:14,NISysABP,119
-01:14,RespRate,28
-01:14,Temp,38.3
-01:14,Urine,250
-01:58,Albumin,2.7
-01:58,ALP,149
-01:58,ALT,23
-01:58,AST,33
-01:58,Bilirubin,0.9
-01:58,BUN,71
-01:58,Creatinine,1.5
-01:58,Glucose,203
-01:58,HCO3,25
-01:58,Mg,1.9
-01:58,K,3.6
-01:58,Na,129
-01:58,TroponinI,8.8
-02:14,GCS,15
-02:14,HR,72
-02:14,NIDiasABP,49
-02:14,NIMAP,63.67
-02:14,NISysABP,93
-02:14,RespRate,28
-02:14,Urine,80
-02:14,Weight,79
-02:55,HCT,29.8
-03:14,HR,72
-03:14,NIDiasABP,66
-03:14,NIMAP,81.33
-03:14,NISysABP,112
-03:14,RespRate,26
-03:14,Urine,100
-03:14,Weight,79
-03:44,HR,76
-03:44,NIDiasABP,64
-03:44,NIMAP,77
-03:44,NISysABP,103
-03:44,Weight,79
-04:14,HR,67
-04:14,NIDiasABP,38
-04:14,NIMAP,52.33
-04:14,NISysABP,81
-04:14,RespRate,28
-04:14,Temp,37.4
-04:14,Urine,80
-04:14,Weight,79
-05:14,HR,70
-05:14,NIDiasABP,57
-05:14,NIMAP,70
-05:14,NISysABP,96
-05:14,RespRate,25
-05:14,Weight,79
-06:14,HR,63
-06:14,NIDiasABP,64
-06:14,NIMAP,76.33
-06:14,NISysABP,101
-06:14,RespRate,28
-06:14,Urine,80
-06:14,Weight,79
-06:44,HR,62
-06:44,NIDiasABP,55
-06:44,NIMAP,69.33
-06:44,NISysABP,98
-06:44,Weight,79
-07:14,HR,63
-07:14,NIDiasABP,53
-07:14,NIMAP,69.33
-07:14,NISysABP,102
-07:14,RespRate,25
-07:14,Weight,79
-07:44,HR,64
-07:44,NIDiasABP,55
-07:44,NIMAP,68.67
-07:44,NISysABP,96
-07:44,Weight,79
-08:14,GCS,15
-08:14,HR,65
-08:14,NIDiasABP,64
-08:14,NIMAP,79
-08:14,NISysABP,109
-08:14,RespRate,24
-08:14,Temp,37
-08:14,Urine,130
-08:14,Weight,79
-08:44,HR,70
-08:44,NIDiasABP,47
-08:44,NIMAP,64.67
-08:44,NISysABP,100
-08:44,Weight,79
-09:14,BUN,64
-09:14,Creatinine,1.2
-09:14,Glucose,93
-09:14,HCO3,25
-09:14,HCT,27.6
-09:14,HR,64
-09:14,Mg,1.9
-09:14,NIDiasABP,53
-09:14,NIMAP,63.33
-09:14,NISysABP,84
-09:14,Platelets,53
-09:14,K,3.1
-09:14,Na,132
-09:14,TroponinI,19
-09:14,Urine,80
-09:14,WBC,7.2
-09:14,Weight,79
-10:14,HR,71
-10:14,NIDiasABP,56
-10:14,NIMAP,70.67
-10:14,NISysABP,100
-10:14,RespRate,28
-10:14,Urine,90
-10:14,Weight,79
-12:14,GCS,15
-12:14,HR,67
-12:14,NIDiasABP,60
-12:14,NIMAP,77.33
-12:14,NISysABP,112
-12:14,RespRate,22
-12:14,Temp,36.6
-12:14,Urine,210
-12:14,Weight,79
-13:14,HR,67
-13:14,NIDiasABP,62
-13:14,NIMAP,73.67
-13:14,NISysABP,97
-13:14,RespRate,26
-13:14,Weight,79
-14:14,HR,63
-14:14,NIDiasABP,46
-14:14,NIMAP,61.67
-14:14,NISysABP,93
-14:14,RespRate,28
-14:14,Urine,110
-14:14,Weight,79
-15:14,RespRate,28
-16:14,GCS,15
-16:14,HR,88
-16:14,NIDiasABP,50
-16:14,NIMAP,64.33
-16:14,NISysABP,93
-16:14,Temp,36.7
-16:14,Urine,75
-16:14,Weight,79
-17:14,HR,59
-17:14,NIDiasABP,70
-17:14,NIMAP,77.33
-17:14,NISysABP,92
-17:14,Weight,79
-18:14,HR,62
-18:14,NIDiasABP,35
-18:14,NIMAP,51.67
-18:14,NISysABP,85
-18:14,Urine,110
-18:14,Weight,79
-18:29,HR,63
-18:29,NIDiasABP,46
-18:29,NIMAP,57
-18:29,NISysABP,79
-18:29,Weight,79
-18:44,HR,74
-18:44,NIDiasABP,40
-18:44,NIMAP,50.33
-18:44,NISysABP,71
-18:44,Weight,79
-18:59,BUN,53
-18:59,Creatinine,1.1
-18:59,Glucose,137
-18:59,HCO3,24
-18:59,HCT,28.8
-18:59,K,3.7
-18:59,Na,133
-19:14,HR,89
-19:14,NIDiasABP,58
-19:14,NIMAP,64.67
-19:14,NISysABP,78
-19:14,Weight,79
-19:44,HR,90
-19:44,NIDiasABP,52
-19:44,NIMAP,66.67
-19:44,NISysABP,96
-19:44,Weight,79
-19:59,HR,98
-19:59,Weight,79
-20:14,GCS,15
-20:14,HR,86
-20:14,NIDiasABP,49
-20:14,NIMAP,63.33
-20:14,NISysABP,92
-20:14,Temp,36.4
-20:14,Urine,100
-20:14,Weight,79
-21:14,HR,69
-21:14,NIDiasABP,46
-21:14,NIMAP,61.67
-21:14,NISysABP,93
-21:14,Weight,79
-22:14,HR,96
-22:14,NIDiasABP,49
-22:14,NIMAP,59.67
-22:14,NISysABP,81
-22:14,Urine,160
-22:14,Weight,79
-24:14,GCS,14
-24:14,HR,68
-24:14,NIDiasABP,30
-24:14,NIMAP,48.33
-24:14,NISysABP,85
-24:14,Temp,35.6
-24:14,Urine,100
-24:14,Weight,79
-25:14,HCT,29.3
-25:14,HR,97
-25:14,NIDiasABP,53
-25:14,NIMAP,69.67
-25:14,NISysABP,103
-25:14,Weight,79
-26:14,HR,84
-26:14,NIDiasABP,59
-26:14,NIMAP,73.67
-26:14,NISysABP,103
-26:14,Urine,140
-26:14,Weight,79
-28:14,GCS,14
-28:14,HR,99
-28:14,NIDiasABP,71
-28:14,NIMAP,88.33
-28:14,NISysABP,123
-28:14,RespRate,24
-28:14,Temp,36.6
-28:14,Urine,90
-28:14,Weight,79
-30:14,HR,85
-30:14,NIDiasABP,70
-30:14,NIMAP,80.33
-30:14,NISysABP,101
-30:14,RespRate,24
-30:14,Urine,140
-30:14,Weight,79
-31:14,HR,62
-31:14,NIDiasABP,38
-31:14,NIMAP,55
-31:14,NISysABP,89
-31:14,Weight,79
-32:14,GCS,14
-32:14,HR,90
-32:14,NIDiasABP,48
-32:14,NIMAP,64.67
-32:14,NISysABP,98
-32:14,RespRate,20
-32:14,Temp,36.2
-32:14,Urine,150
-32:14,Weight,79
-33:14,HR,58
-33:14,NIDiasABP,68
-33:14,NIMAP,86
-33:14,NISysABP,122
-33:14,Weight,79
-33:29,BUN,45
-33:29,Creatinine,0.9
-33:29,Glucose,170
-33:29,HCO3,24
-33:29,HCT,29.2
-33:29,Mg,1.9
-33:29,Platelets,55
-33:29,K,3.3
-33:29,Na,138
-33:29,WBC,2.3
-34:14,HR,83
-34:14,NIDiasABP,61
-34:14,NIMAP,80
-34:14,NISysABP,118
-34:14,RespRate,20
-34:14,Urine,100
-34:14,Weight,79
-36:14,GCS,14
-36:14,HR,72
-36:14,NIDiasABP,70
-36:14,NIMAP,84.67
-36:14,NISysABP,114
-36:14,RespRate,20
-36:14,Temp,36.2
-36:14,Weight,79
-37:14,HR,70
-37:14,NIDiasABP,63
-37:14,NIMAP,73.33
-37:14,NISysABP,94
-37:14,RespRate,22
-37:14,Urine,260
-37:14,Weight,79
-38:14,HR,96
-38:14,NIDiasABP,49
-38:14,NIMAP,57.67
-38:14,NISysABP,75
-38:14,RespRate,20
-38:14,Urine,140
-38:14,Weight,79
-38:29,HR,91
-38:29,NIDiasABP,52
-38:29,NIMAP,57.33
-38:29,NISysABP,68
-38:29,Weight,79
-38:44,HR,96
-38:44,NIDiasABP,77
-38:44,NIMAP,84.67
-38:44,NISysABP,100
-38:44,Weight,79
-39:14,HR,93
-39:14,NIDiasABP,66
-39:14,NIMAP,74
-39:14,NISysABP,90
-39:14,RespRate,24
-39:14,Weight,79
-40:14,GCS,13
-40:14,HR,85
-40:14,NIDiasABP,51
-40:14,NIMAP,68.67
-40:14,NISysABP,104
-40:14,Temp,36.1
-40:14,Urine,100
-40:14,Weight,79
-41:14,HR,97
-41:14,NIDiasABP,52
-41:14,NIMAP,68.33
-41:14,NISysABP,101
-41:14,Weight,79
-42:14,HR,104
-42:14,NIDiasABP,48
-42:14,NIMAP,57.67
-42:14,NISysABP,77
-42:14,RespRate,22
-42:14,Urine,100
-42:14,Weight,79
-43:14,HR,65
-43:14,NIDiasABP,85
-43:14,NIMAP,94.67
-43:14,NISysABP,114
-43:14,Weight,79
-44:14,GCS,15
-44:14,HR,90
-44:14,NIDiasABP,36
-44:14,NIMAP,60
-44:14,NISysABP,108
-44:14,RespRate,24
-44:14,Temp,36.8
-44:14,Weight,79
-45:14,HR,80
-45:14,NIDiasABP,62
-45:14,NIMAP,83.33
-45:14,NISysABP,126
-45:14,RespRate,26
-45:14,Urine,230
-45:14,Weight,79
-46:14,HR,84
-46:14,NIDiasABP,62
-46:14,NIMAP,72.33
-46:14,NISysABP,93
-46:14,RespRate,24
-46:14,Weight,79
-47:14,HR,80
-47:14,NIDiasABP,50
-47:14,NIMAP,69.67
-47:14,NISysABP,109
-47:14,Urine,25
-47:14,Weight,79
diff --git a/data/set-a/132623.txt b/data/set-a/132623.txt
deleted file mode 100644
index 3197e2e5a8b1e362cbab1e65081412f9b5dd68c9..0000000000000000000000000000000000000000
--- a/data/set-a/132623.txt
+++ /dev/null
@@ -1,315 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132623
-00:00,Age,24
-00:00,Gender,1
-00:00,Height,182.9
-00:00,ICUType,2
-00:00,Weight,78
-00:50,pH,7.45
-00:50,PaCO2,40
-00:50,PaO2,460
-02:28,pH,7.4
-02:28,PaCO2,46
-02:28,PaO2,405
-03:25,pH,7.46
-03:25,PaCO2,36
-03:25,PaO2,354
-04:43,pH,7.45
-04:43,PaCO2,34
-04:43,PaO2,352
-06:02,pH,7.35
-06:02,PaCO2,44
-06:02,PaO2,457
-07:07,Platelets,179
-07:13,pH,7.36
-07:13,PaCO2,43
-07:13,PaO2,265
-07:35,FiO2,1
-07:35,MechVent,1
-07:35,Urine,1627
-07:50,DiasABP,72
-07:50,HR,101
-07:50,MAP,87
-07:50,SysABP,123
-07:50,Temp,35.1
-07:50,Urine,380
-08:05,BUN,11
-08:05,Creatinine,0.5
-08:05,DiasABP,72
-08:05,GCS,3
-08:05,HCO3,24
-08:05,HCT,26.3
-08:05,HR,107
-08:05,MAP,88
-08:05,Platelets,227
-08:05,SysABP,125
-08:05,Urine,450
-08:20,DiasABP,64
-08:20,HR,116
-08:20,MAP,85
-08:20,SysABP,126
-08:22,pH,7.35
-08:22,PaCO2,49
-08:22,PaO2,313
-08:35,DiasABP,55
-08:35,FiO2,0.5
-08:35,HR,111
-08:35,MAP,74
-08:35,MechVent,1
-08:35,SysABP,109
-08:50,DiasABP,51
-08:50,HR,111
-08:50,MAP,70
-08:50,SysABP,105
-08:50,Temp,36.4
-09:05,DiasABP,46
-09:05,HR,110
-09:05,MAP,62
-09:05,SysABP,97
-09:05,Urine,330
-09:35,DiasABP,50
-09:35,HR,113
-09:35,MAP,65
-09:35,SysABP,93
-09:35,Temp,37
-10:03,pH,7.4
-10:03,PaCO2,44
-10:03,PaO2,226
-10:05,DiasABP,56
-10:05,FiO2,0.4
-10:05,HR,114
-10:05,MAP,71
-10:05,MechVent,1
-10:05,SysABP,96
-10:05,Temp,37
-10:05,Urine,355
-10:20,FiO2,0.4
-11:05,DiasABP,62
-11:05,HR,110
-11:05,MAP,73
-11:05,SysABP,96
-11:05,Temp,36.6
-11:05,Urine,210
-12:05,DiasABP,60
-12:05,HR,108
-12:05,MAP,74
-12:05,SysABP,100
-12:05,Temp,36.6
-12:05,Urine,230
-13:05,DiasABP,63
-13:05,HR,104
-13:05,MAP,71
-13:05,SysABP,93
-13:05,Temp,36.2
-13:05,Urine,280
-14:05,DiasABP,62
-14:05,FiO2,0.4
-14:05,HR,102
-14:05,MAP,71
-14:05,MechVent,1
-14:05,SysABP,96
-14:05,Temp,36.2
-14:05,Urine,400
-14:38,BUN,10
-14:38,Creatinine,0.6
-14:38,Glucose,70
-14:38,HCO3,27
-14:38,HCT,24.5
-14:38,Platelets,296
-14:38,K,4.2
-14:38,Na,141
-14:38,WBC,11.4
-15:05,DiasABP,57
-15:05,HR,104
-15:05,MAP,68
-15:05,SysABP,93
-15:05,Temp,36.5
-15:05,Urine,220
-16:05,DiasABP,57
-16:05,FiO2,0.4
-16:05,GCS,11
-16:05,HR,104
-16:05,MAP,70
-16:05,MechVent,1
-16:05,SysABP,98
-16:05,Temp,36.9
-16:05,Urine,60
-17:05,DiasABP,65
-17:05,HR,108
-17:05,MAP,80
-17:05,SysABP,117
-17:05,Temp,37.5
-17:05,Urine,45
-17:10,pH,7.43
-17:10,PaCO2,39
-17:10,PaO2,174
-18:05,DiasABP,66
-18:05,GCS,15
-18:05,HR,112
-18:05,MAP,81
-18:05,MechVent,1
-18:05,SysABP,113
-18:05,Temp,37.6
-18:05,Urine,100
-18:52,pH,7.4
-18:52,PaCO2,42
-18:52,PaO2,149
-18:52,SaO2,99
-19:05,DiasABP,67
-19:05,HR,117
-19:05,MAP,84
-19:05,SysABP,120
-19:05,Temp,37.3
-19:05,Urine,60
-20:05,DiasABP,76
-20:05,HR,117
-20:05,MAP,90
-20:05,SysABP,121
-20:05,Urine,160
-21:05,DiasABP,71
-21:05,HR,118
-21:05,MAP,87
-21:05,SysABP,119
-21:05,Temp,36.3
-21:05,Urine,110
-22:05,DiasABP,67
-22:05,GCS,15
-22:05,HR,111
-22:05,MAP,81
-22:05,SysABP,110
-22:05,Urine,110
-23:05,DiasABP,53
-23:05,HR,116
-23:05,MAP,67
-23:05,SysABP,94
-23:05,Urine,45
-24:05,DiasABP,71
-24:05,HR,120
-24:05,MAP,85
-24:05,SysABP,117
-24:05,Urine,40
-25:05,DiasABP,61
-25:05,HR,121
-25:05,MAP,73
-25:05,MechVent,1
-25:05,SysABP,101
-25:05,Temp,36.4
-25:51,pH,7.37
-26:05,GCS,15
-26:05,HR,104
-26:05,MechVent,1
-26:05,NIDiasABP,68
-26:05,NIMAP,85.33
-26:05,NISysABP,120
-26:05,Urine,80
-27:05,HR,112
-27:05,NIDiasABP,69
-27:05,NIMAP,86.33
-27:05,NISysABP,121
-27:05,Urine,50
-28:05,HR,114
-28:05,MechVent,1
-28:05,NIDiasABP,59
-28:05,NIMAP,80.67
-28:05,NISysABP,124
-28:05,Urine,40
-29:05,HR,112
-29:05,NIDiasABP,68
-29:05,NIMAP,85
-29:05,NISysABP,119
-29:05,Urine,40
-30:05,GCS,15
-30:05,HR,113
-30:05,NIDiasABP,61
-30:05,NIMAP,82
-30:05,NISysABP,124
-30:05,Temp,36.8
-30:05,Urine,35
-31:05,HR,115
-31:05,NIDiasABP,62
-31:05,NIMAP,79.33
-31:05,NISysABP,114
-31:05,Urine,30
-32:05,HR,111
-32:05,NIDiasABP,65
-32:05,NIMAP,79.67
-32:05,NISysABP,109
-32:05,Urine,30
-33:05,HR,115
-33:05,NIDiasABP,65
-33:05,NIMAP,82
-33:05,NISysABP,116
-33:05,Urine,30
-34:05,HR,110
-34:05,NIDiasABP,65
-34:05,NIMAP,84.67
-34:05,NISysABP,124
-34:05,Temp,37.5
-34:05,Urine,25
-35:05,HR,112
-35:05,NIDiasABP,67
-35:05,NIMAP,88.67
-35:05,NISysABP,132
-35:05,Urine,35
-36:05,HR,109
-36:05,NIDiasABP,59
-36:05,NIMAP,77.67
-36:05,NISysABP,115
-36:05,Urine,30
-37:05,HR,106
-37:05,NIDiasABP,56
-37:05,NIMAP,74.33
-37:05,NISysABP,111
-38:05,HR,105
-38:05,NIDiasABP,49
-38:05,NIMAP,72.67
-38:05,NISysABP,120
-38:05,Urine,75
-38:17,BUN,15
-38:17,Creatinine,0.7
-38:17,Glucose,117
-38:17,HCO3,29
-38:17,HCT,21.6
-38:17,Mg,2
-38:17,Platelets,273
-38:17,K,4.1
-38:17,Na,137
-38:17,WBC,8.5
-39:05,HR,106
-39:05,NIDiasABP,50
-39:05,NIMAP,69.67
-39:05,NISysABP,109
-39:05,Temp,37.4
-39:05,Urine,30
-40:05,GCS,15
-40:05,HR,107
-40:05,NIDiasABP,76
-40:05,NIMAP,92
-40:05,NISysABP,124
-40:05,Urine,36
-40:50,HR,107
-40:50,NIDiasABP,66
-40:50,NIMAP,87
-40:50,NISysABP,129
-40:50,Temp,37.3
-42:05,GCS,15
-42:05,HR,107
-42:05,NIDiasABP,66
-42:05,NIMAP,87
-42:05,NISysABP,129
-42:05,Temp,36.8
-42:05,Urine,45
-42:35,Urine,200
-44:05,HR,108
-44:05,NIDiasABP,64
-44:05,NIMAP,81
-44:05,NISysABP,115
-44:05,Urine,320
-46:05,GCS,15
-46:05,HR,96
-46:05,NIDiasABP,62
-46:05,NIMAP,78.67
-46:05,NISysABP,112
-46:05,Temp,37
-46:05,Urine,60
-47:49,HCT,26.5
diff --git a/data/set-a/132632.txt b/data/set-a/132632.txt
deleted file mode 100644
index 32b36cdfca4528fee9245bfc7668511d416a312a..0000000000000000000000000000000000000000
--- a/data/set-a/132632.txt
+++ /dev/null
@@ -1,417 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132632
-00:00,Age,49
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,162.2
-00:54,FiO2,0.4
-00:54,GCS,13
-00:54,HR,73
-00:54,MechVent,1
-00:54,NIDiasABP,82
-00:54,NIMAP,86
-00:54,NISysABP,97
-00:54,Temp,36.5
-00:54,Urine,120
-01:22,pH,7.21
-01:22,PaCO2,52
-01:22,PaO2,61
-01:54,HR,62
-01:54,NIDiasABP,45
-01:54,NIMAP,57
-01:54,NISysABP,94
-01:54,Urine,60
-01:54,Weight,162.2
-02:22,Lactate,1.1
-02:26,Albumin,3.4
-02:26,ALP,140
-02:26,ALT,18
-02:26,AST,11
-02:26,Bilirubin,0.1
-02:26,HCT,28.2
-02:26,Mg,2.6
-02:26,Platelets,342
-02:26,WBC,8
-02:54,HR,71
-02:54,NIDiasABP,53
-02:54,NIMAP,66
-02:54,NISysABP,108
-02:54,Urine,140
-02:54,Weight,162.2
-02:59,HR,73
-02:59,NIDiasABP,66
-02:59,NISysABP,112
-02:59,Weight,162.2
-03:04,HR,79
-03:04,NIDiasABP,59
-03:04,NIMAP,67
-03:04,NISysABP,113
-03:04,Weight,162.2
-03:09,HR,79
-03:09,NIDiasABP,25
-03:09,NIMAP,50
-03:09,NISysABP,118
-03:09,Weight,162.2
-03:14,HR,78
-03:14,NIDiasABP,16
-03:14,NIMAP,48
-03:14,NISysABP,139
-03:14,Weight,162.2
-03:25,Lactate,0.6
-03:54,FiO2,0.5
-03:54,GCS,12
-03:54,HR,67
-03:54,MechVent,1
-03:54,NIDiasABP,58
-03:54,NIMAP,71
-03:54,NISysABP,122
-03:54,Temp,36.7
-03:54,Urine,120
-03:54,Weight,162.2
-04:54,HR,63
-04:54,NIDiasABP,49
-04:54,NIMAP,66
-04:54,NISysABP,122
-04:54,Urine,210
-04:54,Weight,162.2
-05:54,HR,68
-05:54,NIDiasABP,63
-05:54,NIMAP,79
-05:54,NISysABP,141
-05:54,Urine,270
-05:54,Weight,162.2
-06:27,pH,7.24
-06:27,PaCO2,49
-06:27,PaO2,146
-06:30,BUN,121
-06:30,Creatinine,6.2
-06:30,Glucose,211
-06:30,HCO3,19
-06:30,HCT,29.6
-06:30,Mg,2.6
-06:30,K,5.7
-06:30,Na,132
-06:54,DiasABP,58
-06:54,HR,63
-06:54,MAP,78
-06:54,NIDiasABP,46
-06:54,NIMAP,62
-06:54,NISysABP,122
-06:54,SysABP,127
-06:54,Urine,400
-06:54,Weight,162.2
-07:27,Lactate,1
-07:54,DiasABP,64
-07:54,FiO2,0.4
-07:54,GCS,8
-07:54,HR,63
-07:54,MAP,87
-07:54,MechVent,1
-07:54,SysABP,135
-07:54,Temp,36.6
-07:54,Urine,340
-07:54,Weight,162.2
-08:54,DiasABP,59
-08:54,HR,71
-08:54,MAP,81
-08:54,SysABP,123
-08:54,Urine,400
-08:54,Weight,162.2
-09:22,pH,7.31
-09:22,PaCO2,50
-09:22,PaO2,128
-09:54,DiasABP,60
-09:54,HR,64
-09:54,MAP,82
-09:54,SysABP,125
-09:54,Urine,350
-09:54,Weight,162.2
-10:09,BUN,117
-10:09,Creatinine,5.2
-10:09,Glucose,133
-10:09,HCO3,21
-10:09,HCT,28.6
-10:09,Mg,2.6
-10:09,Platelets,347
-10:09,K,5.2
-10:09,Na,134
-10:09,WBC,7
-10:54,HR,74
-10:54,Weight,162.2
-11:54,DiasABP,72
-11:54,FiO2,0.4
-11:54,GCS,10
-11:54,HR,73
-11:54,MAP,89
-11:54,MechVent,1
-11:54,SysABP,142
-11:54,Temp,37.3
-11:54,Urine,240
-11:54,Weight,162.2
-12:54,DiasABP,70
-12:54,HR,71
-12:54,MAP,94
-12:54,SysABP,137
-12:54,Urine,400
-12:54,Weight,162.2
-13:54,DiasABP,67
-13:54,HR,72
-13:54,MAP,92
-13:54,SysABP,140
-13:54,Urine,500
-13:54,Weight,162.2
-14:24,DiasABP,68
-14:24,HR,70
-14:24,MAP,90
-14:24,SysABP,136
-14:24,Urine,280
-14:24,Weight,162.2
-14:54,DiasABP,75
-14:54,HR,68
-14:54,MAP,100
-14:54,SysABP,146
-14:54,Urine,310
-14:54,Weight,162.2
-15:24,FiO2,0.4
-15:24,MechVent,1
-15:54,pH,7.31
-15:54,DiasABP,71
-15:54,GCS,11
-15:54,HR,81
-15:54,MAP,96
-15:54,PaCO2,54
-15:54,PaO2,139
-15:54,SysABP,150
-15:54,Temp,37.5
-15:54,Urine,180
-15:54,Weight,162.2
-16:05,BUN,105
-16:05,Creatinine,3.7
-16:05,Glucose,151
-16:05,HCO3,24
-16:05,Mg,2.5
-16:05,K,4.6
-16:05,Na,138
-16:15,FiO2,0.35
-16:42,pH,7.3
-16:42,PaCO2,54
-16:42,PaO2,84
-16:54,DiasABP,49
-16:54,HR,70
-16:54,Lactate,0.9
-16:54,MAP,65
-16:54,SysABP,104
-16:54,Urine,160
-16:54,Weight,162.2
-17:42,Lactate,0.8
-17:54,DiasABP,48
-17:54,HR,69
-17:54,MAP,65
-17:54,SysABP,101
-17:54,Urine,300
-17:54,Weight,162.2
-18:20,pH,7.36
-18:20,PaCO2,49
-18:20,PaO2,90
-18:54,DiasABP,46
-18:54,HR,69
-18:54,MAP,66
-18:54,SysABP,100
-18:54,Urine,120
-18:54,Weight,162.2
-19:54,DiasABP,41
-19:54,GCS,15
-19:54,HR,72
-19:54,MAP,60
-19:54,SysABP,94
-19:54,Temp,37.2
-19:54,Urine,200
-19:54,Weight,162.2
-20:54,DiasABP,44
-20:54,HR,68
-20:54,MAP,62
-20:54,SysABP,103
-20:54,Urine,170
-20:54,Weight,162.2
-21:38,BUN,91
-21:38,Creatinine,2.7
-21:38,Glucose,115
-21:38,HCO3,25
-21:38,HCT,26.5
-21:38,Mg,2.4
-21:38,Platelets,347
-21:38,K,4.4
-21:38,Na,141
-21:38,WBC,7.9
-21:54,DiasABP,70
-21:54,HR,72
-21:54,MAP,89
-21:54,SysABP,121
-21:54,Urine,50
-21:54,Weight,162.2
-22:54,HR,72
-22:54,Weight,162.2
-23:54,DiasABP,79
-23:54,GCS,15
-23:54,HR,77
-23:54,MAP,102
-23:54,SysABP,142
-23:54,Urine,220
-23:54,Weight,162.2
-24:54,HR,73
-24:54,Urine,100
-24:54,Weight,162.2
-25:54,HR,75
-25:54,Temp,37
-25:54,Urine,100
-25:54,Weight,162.2
-26:54,HR,74
-26:54,Urine,200
-26:54,Weight,162.2
-27:54,DiasABP,48
-27:54,FiO2,0.35
-27:54,GCS,15
-27:54,HR,76
-27:54,MAP,65
-27:54,SysABP,103
-27:54,Urine,350
-27:54,Weight,162.2
-28:54,HR,64
-28:54,Urine,200
-28:54,Weight,162.2
-29:54,DiasABP,70
-29:54,HR,67
-29:54,MAP,92
-29:54,SysABP,133
-29:54,Urine,200
-29:54,Weight,162.2
-30:54,HR,77
-30:54,Urine,200
-30:54,Weight,162.2
-31:54,HR,68
-31:54,Temp,36.6
-31:54,Urine,180
-31:54,Weight,162.2
-32:54,DiasABP,69
-32:54,GCS,15
-32:54,HR,68
-32:54,MAP,94
-32:54,SysABP,137
-32:54,Urine,100
-32:54,Weight,162.2
-33:10,BUN,59
-33:10,Creatinine,1.4
-33:10,Glucose,105
-33:10,HCO3,30
-33:10,HCT,26.9
-33:10,Mg,2.4
-33:10,Platelets,348
-33:10,K,4.5
-33:10,Na,147
-33:10,WBC,6.3
-33:54,DiasABP,66
-33:54,HR,74
-33:54,MAP,88
-33:54,SysABP,122
-33:54,Urine,100
-33:54,Weight,162.2
-34:54,DiasABP,87
-34:54,FiO2,0.35
-34:54,HR,76
-34:54,MAP,102
-34:54,SysABP,120
-34:54,Urine,150
-34:54,Weight,162.2
-35:54,GCS,15
-35:54,HR,77
-35:54,NIDiasABP,63
-35:54,NIMAP,76
-35:54,NISysABP,123
-35:54,Temp,37.4
-35:54,Urine,80
-35:54,Weight,162.2
-36:54,HR,77
-36:54,NIDiasABP,63
-36:54,NIMAP,76
-36:54,NISysABP,123
-36:54,Urine,100
-36:54,Weight,162.2
-37:54,HR,77
-37:54,NIDiasABP,68
-37:54,NIMAP,83
-37:54,NISysABP,131
-37:54,Urine,140
-37:54,Weight,162.2
-38:54,HR,74
-38:54,NIDiasABP,67
-38:54,NIMAP,79
-38:54,NISysABP,128
-38:54,Urine,80
-38:54,Weight,162.2
-39:54,GCS,15
-39:54,HR,75
-39:54,NIDiasABP,62
-39:54,NIMAP,77
-39:54,NISysABP,127
-39:54,Temp,36.6
-39:54,Urine,120
-39:54,Weight,162.2
-40:54,HR,75
-40:54,NIDiasABP,65
-40:54,NIMAP,79
-40:54,NISysABP,130
-40:54,Urine,30
-40:54,Weight,162.2
-41:54,HR,78
-41:54,NIDiasABP,65
-41:54,NIMAP,79
-41:54,NISysABP,128
-41:54,Urine,120
-41:54,Weight,162.2
-42:54,HR,77
-42:54,NIDiasABP,67
-42:54,NIMAP,80
-42:54,NISysABP,128
-42:54,Weight,162.2
-43:54,GCS,15
-43:54,HR,74
-43:54,NIDiasABP,57
-43:54,NIMAP,73
-43:54,NISysABP,126
-43:54,Temp,36.1
-43:54,Urine,120
-43:54,Weight,162.2
-44:54,HR,69
-44:54,NIDiasABP,74
-44:54,NIMAP,78
-44:54,NISysABP,104
-44:54,Urine,100
-44:54,Weight,162.2
-45:54,HR,76
-45:54,NIDiasABP,66
-45:54,NIMAP,77
-45:54,NISysABP,119
-45:54,Urine,130
-45:54,Weight,162.2
-46:53,BUN,36
-46:53,Creatinine,0.9
-46:53,Glucose,150
-46:53,HCO3,31
-46:53,Mg,2.2
-46:53,K,4.7
-46:53,Na,143
-47:05,Lactate,0.8
-47:24,GCS,15
-47:24,HR,77
-47:24,NIDiasABP,68
-47:24,NIMAP,84
-47:24,NISysABP,131
-47:24,Temp,36.6
-47:24,Urine,100
-47:24,Weight,162.2
-47:54,HR,75
-47:54,NIDiasABP,60
-47:54,NIMAP,76
-47:54,NISysABP,130
-47:54,Weight,162.2
diff --git a/data/set-a/132634.txt b/data/set-a/132634.txt
deleted file mode 100644
index eeafcd9c838db2d88d8105ddb3b3fb827290a094..0000000000000000000000000000000000000000
--- a/data/set-a/132634.txt
+++ /dev/null
@@ -1,332 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132634
-00:00,Age,82
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,-1
-00:19,GCS,15
-00:19,HR,116
-00:19,NIDiasABP,33
-00:19,NIMAP,48
-00:19,NISysABP,97
-00:19,RespRate,24
-00:19,Temp,38.4
-00:19,Urine,200
-00:34,HR,110
-00:34,NIDiasABP,44
-00:34,NIMAP,54
-00:34,NISysABP,86
-00:34,RespRate,35
-00:49,HR,106
-00:49,NIDiasABP,39
-00:49,NIMAP,51
-00:49,NISysABP,86
-00:49,RespRate,27
-01:49,HR,106
-01:49,NIDiasABP,43
-01:49,NIMAP,57
-01:49,NISysABP,97
-01:49,RespRate,26
-01:49,Urine,80
-02:49,HR,108
-02:49,NIDiasABP,44
-02:49,NIMAP,55
-02:49,NISysABP,92
-02:49,RespRate,33
-02:49,Urine,30
-06:34,GCS,15
-06:34,HR,110
-06:34,NIDiasABP,40
-06:34,NIMAP,44
-06:34,NISysABP,87
-06:34,RespRate,28
-06:34,Temp,36.9
-06:49,HR,109
-06:49,NIDiasABP,46
-06:49,NIMAP,59
-06:49,NISysABP,102
-06:49,RespRate,31
-06:49,Urine,120
-07:49,HR,109
-07:49,NIDiasABP,47
-07:49,NIMAP,60
-07:49,NISysABP,114
-07:49,RespRate,26
-07:49,Urine,140
-08:09,BUN,20
-08:09,Glucose,95
-08:09,HCO3,33
-08:09,Mg,1.8
-08:09,K,4.3
-08:09,Na,139
-08:13,HCT,30
-08:13,Platelets,489
-08:13,WBC,27.2
-08:49,HR,114
-08:49,NIDiasABP,44
-08:49,NIMAP,60
-08:49,NISysABP,104
-08:49,RespRate,38
-09:49,GCS,15
-09:49,HR,101
-09:49,NIDiasABP,45
-09:49,NIMAP,61
-09:49,NISysABP,106
-09:49,RespRate,25
-09:49,Temp,37.1
-09:49,Urine,80
-10:49,HR,99
-10:49,NIDiasABP,46
-10:49,NIMAP,59
-10:49,NISysABP,99
-10:49,RespRate,28
-10:49,Urine,50
-11:49,HR,103
-11:49,NIDiasABP,42
-11:49,NIMAP,58
-11:49,NISysABP,104
-11:49,RespRate,26
-11:49,Urine,55
-12:49,HR,106
-12:49,NIDiasABP,46
-12:49,NIMAP,62
-12:49,NISysABP,109
-12:49,RespRate,26
-13:49,HR,105
-13:49,NIDiasABP,45
-13:49,NIMAP,60
-13:49,NISysABP,105
-13:49,RespRate,26
-14:49,GCS,14
-14:49,HR,106
-14:49,NIDiasABP,42
-14:49,NIMAP,61
-14:49,NISysABP,115
-14:49,RespRate,27
-14:49,Temp,37.2
-14:49,Urine,125
-15:49,HR,103
-15:49,NIDiasABP,44
-15:49,NIMAP,58
-15:49,NISysABP,101
-15:49,RespRate,26
-15:49,Urine,50
-16:49,HR,106
-16:49,NIDiasABP,37
-16:49,NIMAP,55
-16:49,NISysABP,105
-16:49,RespRate,27
-16:49,Urine,40
-16:54,Albumin,2.5
-16:54,ALP,425
-16:54,ALT,361
-16:54,AST,442
-16:54,Bilirubin,1.3
-16:54,BUN,18
-16:54,Creatinine,0.6
-16:54,Glucose,74
-16:54,HCO3,32
-16:54,HCT,30.2
-16:54,Mg,2.8
-16:54,Platelets,494
-16:54,K,4.3
-16:54,Na,141
-16:54,WBC,22
-17:49,HR,109
-17:49,NIDiasABP,39
-17:49,NIMAP,56
-17:49,NISysABP,104
-17:49,RespRate,28
-17:49,Urine,40
-18:49,GCS,15
-18:49,HR,114
-18:49,NIDiasABP,36
-18:49,NIMAP,54
-18:49,NISysABP,103
-18:49,RespRate,30
-18:49,Temp,37.2
-18:49,Urine,45
-19:49,HR,118
-19:49,NIDiasABP,47
-19:49,NIMAP,61
-19:49,NISysABP,102
-19:49,RespRate,27
-19:49,Urine,50
-20:49,HR,123
-20:49,NIDiasABP,55
-20:49,NIMAP,70
-20:49,NISysABP,114
-20:49,RespRate,23
-21:49,GCS,15
-21:49,HR,105
-21:49,NIDiasABP,52
-21:49,NIMAP,71
-21:49,NISysABP,121
-21:49,RespRate,24
-21:49,Temp,35.8
-21:49,Urine,60
-23:49,HR,105
-23:49,NIDiasABP,47
-23:49,NIMAP,63
-23:49,NISysABP,110
-23:49,RespRate,21
-23:49,Urine,30
-24:49,HR,105
-24:49,NIDiasABP,41
-24:49,NIMAP,58
-24:49,NISysABP,110
-24:49,RespRate,26
-25:49,HR,105
-25:49,NIDiasABP,44
-25:49,NIMAP,62
-25:49,NISysABP,108
-25:49,RespRate,22
-25:49,Temp,36.1
-25:49,Urine,40
-26:49,GCS,15
-26:49,HR,106
-26:49,NIDiasABP,41
-26:49,NIMAP,60
-26:49,NISysABP,114
-26:49,RespRate,28
-26:49,Urine,30
-27:11,ALP,417
-27:11,ALT,305
-27:11,AST,284
-27:11,Bilirubin,0.6
-27:11,BUN,19
-27:11,Creatinine,0.6
-27:11,Glucose,111
-27:11,HCO3,32
-27:11,HCT,34.8
-27:11,Mg,2.7
-27:11,Platelets,593
-27:11,K,4.2
-27:11,Na,137
-27:11,WBC,24.1
-27:49,HR,108
-27:49,NIDiasABP,41
-27:49,NIMAP,59
-27:49,NISysABP,117
-27:49,RespRate,25
-27:49,Urine,30
-28:49,Urine,24
-29:49,HR,100
-29:49,NIDiasABP,52
-29:49,NIMAP,67
-29:49,NISysABP,110
-29:49,RespRate,30
-29:49,Urine,24
-31:49,HR,104
-31:49,NIDiasABP,46
-31:49,NIMAP,64
-31:49,NISysABP,114
-31:49,RespRate,26
-31:49,Temp,36.1
-33:49,HR,100
-33:49,NIDiasABP,43
-33:49,NIMAP,62
-33:49,NISysABP,124
-33:49,RespRate,28
-33:49,Urine,70
-34:49,GCS,15
-34:49,HR,97
-34:49,NIDiasABP,50
-34:49,NIMAP,67
-34:49,NISysABP,118
-34:49,RespRate,33
-34:49,Urine,45
-35:49,HR,99
-35:49,NIDiasABP,43
-35:49,NIMAP,59
-35:49,NISysABP,111
-35:49,RespRate,27
-35:49,Temp,36.8
-36:49,HR,100
-36:49,RespRate,26
-36:49,Urine,50
-37:49,HR,108
-37:49,NIDiasABP,45
-37:49,NIMAP,64
-37:49,NISysABP,120
-37:49,RespRate,19
-37:49,Temp,37.2
-38:49,GCS,15
-38:49,HR,105
-38:49,NIDiasABP,52
-38:49,NIMAP,71
-38:49,NISysABP,131
-38:49,RespRate,27
-38:49,Urine,60
-39:49,HR,104
-39:49,NIDiasABP,49
-39:49,NIMAP,68
-39:49,NISysABP,129
-39:49,RespRate,18
-39:49,Urine,45
-40:25,ALP,419
-40:25,ALT,259
-40:25,AST,174
-40:25,Bilirubin,0.5
-40:25,BUN,18
-40:25,Creatinine,0.6
-40:25,Glucose,85
-40:25,HCO3,34
-40:25,HCT,36.8
-40:25,Mg,2.6
-40:25,Platelets,528
-40:25,K,4.5
-40:25,Na,139
-40:25,WBC,19.8
-40:49,GCS,15
-40:49,HR,101
-40:49,NIDiasABP,55
-40:49,NIMAP,73
-40:49,NISysABP,128
-40:49,RespRate,21
-40:49,Urine,30
-41:49,HR,90
-41:49,NIDiasABP,50
-41:49,NIMAP,68
-41:49,NISysABP,124
-41:49,RespRate,21
-41:49,Urine,50
-42:49,HR,98
-42:49,NIDiasABP,54
-42:49,NIMAP,73
-42:49,NISysABP,130
-42:49,RespRate,23
-42:49,Temp,37
-42:49,Urine,30
-43:49,HR,99
-43:49,NIDiasABP,60
-43:49,NIMAP,78
-43:49,NISysABP,133
-43:49,RespRate,24
-43:49,Urine,35
-44:49,HR,99
-44:49,NIDiasABP,56
-44:49,NIMAP,76
-44:49,NISysABP,140
-44:49,RespRate,23
-45:49,GCS,15
-45:49,HR,99
-45:49,NIDiasABP,53
-45:49,NIMAP,75
-45:49,NISysABP,140
-45:49,RespRate,27
-45:49,Temp,36.8
-45:49,Urine,130
-46:49,HR,84
-46:49,NIDiasABP,67
-46:49,NIMAP,85
-46:49,NISysABP,141
-46:49,RespRate,17
-46:49,Urine,15
-47:49,HR,88
-47:49,NIDiasABP,50
-47:49,NIMAP,70
-47:49,NISysABP,131
-47:49,RespRate,24
-47:49,Urine,40
diff --git a/data/set-a/132635.txt b/data/set-a/132635.txt
deleted file mode 100644
index 19feeb28895b1ff8ebd638c52d7da54da343b787..0000000000000000000000000000000000000000
--- a/data/set-a/132635.txt
+++ /dev/null
@@ -1,593 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132635
-00:00,Age,66
-00:00,Gender,0
-00:00,Height,167.6
-00:00,ICUType,2
-00:00,Weight,70.1
-00:34,pH,7.48
-00:34,PaCO2,34
-00:34,PaO2,155
-01:27,FiO2,1
-01:27,MechVent,1
-01:42,DiasABP,58
-01:42,HR,84
-01:42,MAP,83
-01:42,SysABP,135
-01:57,DiasABP,57
-01:57,HR,82
-01:57,MAP,80
-01:57,SysABP,128
-01:57,Temp,37.6
-01:57,Urine,170
-01:57,Urine,600
-02:02,DiasABP,57
-02:02,HR,82
-02:02,MAP,81
-02:02,SysABP,131
-02:02,Temp,37.6
-02:12,DiasABP,57
-02:12,HR,82
-02:12,MAP,80
-02:12,SysABP,129
-02:12,Temp,37.7
-02:13,pH,7.49
-02:13,PaCO2,32
-02:13,PaO2,235
-02:27,DiasABP,58
-02:27,FiO2,0.5
-02:27,HR,82
-02:27,MAP,82
-02:27,MechVent,1
-02:27,SysABP,131
-02:27,Temp,37.8
-02:27,Urine,0
-02:27,Urine,80
-02:42,DiasABP,47
-02:42,HR,79
-02:42,MAP,65
-02:42,SysABP,107
-02:42,Temp,37.9
-02:52,DiasABP,50
-02:52,HR,80
-02:52,MAP,71
-02:52,SysABP,117
-02:52,Temp,37.7
-02:52,Urine,45
-02:57,DiasABP,57
-02:57,HR,84
-02:57,MAP,85
-02:57,SysABP,142
-02:57,Temp,37.6
-03:27,DiasABP,43
-03:27,HR,79
-03:27,MAP,57
-03:27,SysABP,94
-03:27,Temp,37.5
-03:27,Urine,40
-03:32,DiasABP,42
-03:32,HR,78
-03:32,MAP,56
-03:32,SysABP,89
-03:32,Temp,37.5
-03:42,DiasABP,43
-03:42,HR,79
-03:42,MAP,61
-03:42,MechVent,1
-03:42,SysABP,101
-03:42,Temp,37
-03:57,DiasABP,49
-03:57,HR,82
-03:57,MAP,68
-03:57,SysABP,114
-03:57,Temp,37.3
-04:08,pH,7.36
-04:08,PaCO2,44
-04:08,PaO2,74
-04:12,DiasABP,50
-04:12,HR,82
-04:12,MAP,68
-04:12,SysABP,111
-04:12,Temp,37.6
-04:27,DiasABP,44
-04:27,FiO2,0.5
-04:27,HR,87
-04:27,MAP,63
-04:27,MechVent,1
-04:27,SysABP,109
-04:27,Temp,37.7
-04:27,Urine,70
-04:57,DiasABP,45
-04:57,HR,91
-04:57,MAP,64
-04:57,SysABP,111
-04:57,Temp,38.1
-05:27,DiasABP,46
-05:27,FiO2,0.6
-05:27,GCS,10
-05:27,HR,86
-05:27,MAP,59
-05:27,SysABP,118
-05:27,Temp,38.3
-05:27,Urine,80
-05:54,pH,7.39
-05:54,PaCO2,41
-05:54,PaO2,71
-05:57,DiasABP,43
-05:57,HR,89
-05:57,MAP,63
-05:57,SysABP,115
-05:57,Temp,38.2
-06:27,DiasABP,40
-06:27,HR,90
-06:27,MAP,57
-06:27,SysABP,103
-06:27,Temp,38.3
-06:27,Urine,50
-06:41,pH,7.41
-06:41,PaCO2,40
-06:41,PaO2,77
-06:41,SaO2,95
-06:57,DiasABP,37
-06:57,HR,90
-06:57,MAP,52
-06:57,SysABP,94
-06:57,Temp,38.1
-07:12,DiasABP,37
-07:12,HR,91
-07:12,MAP,49
-07:12,SysABP,86
-07:12,Temp,38
-07:27,DiasABP,41
-07:27,HR,93
-07:27,MAP,57
-07:27,SysABP,99
-07:27,Temp,37.7
-07:27,Urine,30
-07:36,pH,7.38
-07:36,PaCO2,42
-07:36,PaO2,95
-07:42,DiasABP,42
-07:42,HR,91
-07:42,MAP,58
-07:42,SysABP,100
-07:42,Temp,37.7
-07:57,DiasABP,39
-07:57,HR,88
-07:57,MAP,54
-07:57,SysABP,89
-07:57,Temp,37.7
-08:27,DiasABP,47
-08:27,FiO2,0.7
-08:27,GCS,15
-08:27,HR,94
-08:27,MAP,63
-08:27,MechVent,1
-08:27,SysABP,101
-08:27,Temp,37.5
-08:27,Urine,20
-08:57,DiasABP,48
-08:57,HR,88
-08:57,MAP,64
-08:57,SysABP,104
-08:57,Temp,37.4
-09:27,DiasABP,51
-09:27,FiO2,0.7
-09:27,HR,91
-09:27,MAP,70
-09:27,SysABP,114
-09:27,Temp,37.3
-09:27,Urine,25
-09:38,pH,7.33
-09:38,PaCO2,52
-09:38,PaO2,90
-09:38,SaO2,97
-09:57,DiasABP,50
-09:57,HR,92
-09:57,MAP,66
-09:57,SysABP,105
-09:57,Temp,37.3
-10:27,DiasABP,47
-10:27,FiO2,0.7
-10:27,HR,92
-10:27,MAP,69
-10:27,MechVent,1
-10:27,SysABP,121
-10:27,Temp,37.1
-10:27,Urine,30
-10:37,HCT,25.1
-10:37,Platelets,124
-10:57,DiasABP,47
-10:57,HR,90
-10:57,MAP,71
-10:57,SysABP,125
-10:57,Temp,37
-11:27,DiasABP,45
-11:27,HR,98
-11:27,MAP,66
-11:27,SysABP,115
-11:27,Temp,36.9
-11:27,Urine,25
-11:57,DiasABP,49
-11:57,HR,93
-11:57,MAP,73
-11:57,SysABP,124
-11:57,Temp,37
-12:27,DiasABP,55
-12:27,GCS,15
-12:27,HR,92
-12:27,MAP,82
-12:27,SysABP,144
-12:27,Temp,37
-12:27,Urine,30
-12:57,DiasABP,52
-12:57,HR,87
-12:57,MAP,76
-12:57,SysABP,130
-12:57,Temp,36.9
-13:11,pH,7.33
-13:27,DiasABP,46
-13:27,HR,87
-13:27,MAP,68
-13:27,SysABP,122
-13:27,Temp,36.9
-13:27,Urine,20
-13:57,DiasABP,49
-13:57,HR,87
-13:57,MAP,70
-13:57,SysABP,120
-13:57,Temp,36.9
-14:27,DiasABP,49
-14:27,FiO2,0.7
-14:27,HR,88
-14:27,MAP,86
-14:27,MechVent,1
-14:27,SysABP,123
-14:27,Temp,36.8
-14:27,Urine,15
-14:57,DiasABP,50
-14:57,HR,88
-14:57,MAP,74
-14:57,SysABP,129
-14:57,Temp,36.8
-15:27,DiasABP,52
-15:27,HR,84
-15:27,MAP,73
-15:27,SysABP,126
-15:27,Temp,36.9
-15:27,Urine,140
-16:27,DiasABP,51
-16:27,FiO2,0.7
-16:27,HR,78
-16:27,MAP,74
-16:27,MechVent,1
-16:27,SysABP,128
-16:27,Temp,37
-16:27,Urine,120
-17:27,DiasABP,52
-17:27,FiO2,0.5
-17:27,GCS,15
-17:27,HR,81
-17:27,MAP,76
-17:27,MechVent,1
-17:27,SysABP,131
-17:27,Temp,37.3
-17:27,Urine,45
-17:30,pH,7.41
-17:30,PaCO2,41
-17:30,PaO2,67
-17:30,SaO2,95
-18:27,DiasABP,42
-18:27,HR,79
-18:27,MAP,59
-18:27,SysABP,106
-18:27,Temp,37.4
-18:27,Urine,30
-18:33,BUN,18
-18:33,Creatinine,0.7
-18:33,HCO3,21
-18:33,HCT,26.1
-18:33,Platelets,94
-18:33,Na,134
-18:33,WBC,9.1
-19:27,DiasABP,42
-19:27,HR,76
-19:27,MAP,60
-19:27,SysABP,103
-19:27,Temp,37.7
-19:27,Urine,20
-20:27,DiasABP,41
-20:27,GCS,15
-20:27,HR,77
-20:27,MAP,58
-20:27,MechVent,1
-20:27,SysABP,93
-20:27,Temp,37.6
-20:27,Urine,20
-20:27,Weight,80
-20:57,DiasABP,43
-20:57,HR,79
-20:57,MAP,62
-20:57,SysABP,104
-20:57,Temp,37.5
-20:57,Weight,80
-21:27,DiasABP,53
-21:27,HR,79
-21:27,MAP,75
-21:27,SysABP,122
-21:27,Temp,37.5
-21:27,Urine,20
-21:27,Weight,80
-21:57,DiasABP,44
-21:57,HR,78
-21:57,MAP,64
-21:57,SysABP,109
-21:57,Temp,37.5
-21:57,Weight,80
-22:27,DiasABP,46
-22:27,GCS,15
-22:27,HR,78
-22:27,MAP,69
-22:27,SysABP,118
-22:27,Temp,37.6
-22:27,Urine,20
-22:27,Weight,80
-22:57,DiasABP,44
-22:57,HR,78
-22:57,MAP,63
-22:57,SysABP,106
-22:57,Temp,37.6
-22:57,Weight,80
-23:27,DiasABP,41
-23:27,HR,79
-23:27,MAP,61
-23:27,SysABP,102
-23:27,Temp,37.6
-23:27,Urine,20
-23:27,Weight,80
-23:57,DiasABP,45
-23:57,HR,79
-23:57,MAP,65
-23:57,SysABP,107
-23:57,Temp,37.6
-23:57,Weight,80
-24:27,DiasABP,47
-24:27,GCS,15
-24:27,HR,80
-24:27,MAP,67
-24:27,SysABP,111
-24:27,Temp,37.7
-24:27,Urine,100
-24:27,Weight,80
-25:27,DiasABP,46
-25:27,HR,78
-25:27,MAP,65
-25:27,SysABP,106
-25:27,Temp,37.8
-25:27,Urine,100
-25:27,Weight,80
-25:28,pH,7.4
-25:28,PaCO2,37
-25:28,PaO2,78
-25:28,SaO2,97
-26:27,DiasABP,41
-26:27,HR,75
-26:27,MAP,58
-26:27,SysABP,97
-26:27,Temp,37.8
-26:27,Urine,100
-26:27,Weight,80
-26:42,DiasABP,39
-26:42,HR,74
-26:42,MAP,56
-26:42,SysABP,94
-26:42,Temp,37.8
-26:42,Weight,80
-27:27,DiasABP,39
-27:27,HR,75
-27:27,MAP,58
-27:27,SysABP,99
-27:27,Temp,37.9
-27:27,Urine,50
-27:27,Weight,80
-28:27,DiasABP,40
-28:27,GCS,15
-28:27,HR,75
-28:27,MAP,61
-28:27,SysABP,105
-28:27,Temp,38
-28:27,Urine,40
-28:27,Weight,80
-29:27,DiasABP,41
-29:27,FiO2,0.5
-29:27,HR,77
-29:27,MAP,60
-29:27,NIDiasABP,44
-29:27,NIMAP,61.67
-29:27,NISysABP,97
-29:27,SysABP,100
-29:27,Temp,37.9
-29:27,Urine,20
-29:27,Weight,80
-29:57,DiasABP,40
-29:57,HR,71
-29:57,MAP,57
-29:57,NIDiasABP,44
-29:57,NIMAP,61.67
-29:57,NISysABP,97
-29:57,SysABP,100
-29:57,Temp,37.8
-29:57,Weight,80
-30:12,DiasABP,36
-30:12,HR,70
-30:12,MAP,53
-30:12,SysABP,91
-30:12,Temp,37.8
-30:12,Weight,80
-30:27,DiasABP,42
-30:27,HR,75
-30:27,MAP,68
-30:27,SysABP,103
-30:27,Temp,37.9
-30:27,Urine,40
-30:27,Weight,80
-30:54,pH,7.31
-31:27,DiasABP,41
-31:27,FiO2,0.5
-31:27,HR,70
-31:27,MAP,60
-31:27,SysABP,98
-31:27,Temp,37.7
-31:27,Urine,25
-31:27,Weight,80
-32:13,pH,7.36
-32:13,PaCO2,43
-32:13,PaO2,74
-32:13,SaO2,96
-32:27,DiasABP,49
-32:27,FiO2,0.7
-32:27,GCS,15
-32:27,HR,74
-32:27,MAP,71
-32:27,SysABP,116
-32:27,Temp,37.8
-32:27,Urine,25
-32:27,Weight,80
-33:12,HCT,23.4
-33:12,Platelets,56
-33:12,WBC,7.7
-33:27,DiasABP,42
-33:27,FiO2,0.7
-33:27,HR,74
-33:27,MAP,62
-33:27,SysABP,101
-33:27,Temp,37.7
-33:27,Urine,20
-33:27,Weight,80
-34:27,DiasABP,53
-34:27,FiO2,0.7
-34:27,HR,77
-34:27,MAP,82
-34:27,SysABP,144
-34:27,Temp,36.1
-34:27,Urine,40
-34:27,Weight,80
-35:27,DiasABP,38
-35:27,HR,75
-35:27,MAP,61
-35:27,SysABP,96
-35:27,Urine,200
-35:27,Weight,80
-36:27,DiasABP,45
-36:27,FiO2,0.7
-36:27,HR,73
-36:27,MAP,65
-36:27,SysABP,109
-36:27,Urine,160
-36:27,Weight,80
-37:27,DiasABP,46
-37:27,HR,74
-37:27,MAP,68
-37:27,SysABP,114
-37:27,Urine,100
-37:27,Weight,80
-37:39,pH,7.35
-38:17,BUN,23
-38:17,Creatinine,0.9
-38:17,Glucose,270
-38:17,HCO3,22
-38:17,Mg,2.1
-38:17,K,5.5
-38:17,Na,131
-38:27,DiasABP,45
-38:27,FiO2,0.7
-38:27,HR,75
-38:27,MAP,65
-38:27,SysABP,108
-38:27,Temp,36.6
-38:27,Urine,120
-38:27,Weight,80
-39:27,DiasABP,43
-39:27,FiO2,1
-39:27,HR,79
-39:27,MAP,101
-39:27,SysABP,101
-39:27,Urine,100
-39:27,Weight,80
-40:20,pH,7.36
-40:20,PaCO2,44
-40:20,PaO2,98
-40:20,SaO2,98
-40:27,DiasABP,42
-40:27,FiO2,1
-40:27,GCS,15
-40:27,HR,74
-40:27,MAP,60
-40:27,SysABP,96
-40:27,Urine,100
-40:27,Weight,80
-41:27,DiasABP,46
-41:27,HR,74
-41:27,MAP,63
-41:27,SysABP,99
-41:27,Urine,60
-41:27,Weight,80
-42:27,DiasABP,51
-42:27,HR,76
-42:27,MAP,71
-42:27,SysABP,114
-42:27,Temp,36.2
-42:27,Urine,30
-42:27,Weight,80
-43:02,pH,7.31
-43:27,DiasABP,44
-43:27,HR,74
-43:27,MAP,61
-43:27,SysABP,97
-43:27,Urine,15
-43:27,Weight,80
-44:27,DiasABP,47
-44:27,FiO2,1
-44:27,GCS,15
-44:27,HR,78
-44:27,MAP,65
-44:27,SysABP,103
-44:27,Temp,36.8
-44:27,Urine,20
-45:27,DiasABP,44
-45:27,FiO2,1
-45:27,HR,75
-45:27,MAP,61
-45:27,SysABP,99
-45:27,Urine,20
-45:27,Weight,80.2
-46:27,DiasABP,45
-46:27,FiO2,1
-46:27,GCS,15
-46:27,HR,71
-46:27,MAP,61
-46:27,SysABP,99
-46:27,Urine,45
-46:27,Weight,80.2
-46:57,DiasABP,47
-46:57,HR,71
-46:57,MAP,63
-46:57,SysABP,98
-46:57,Weight,80.2
-47:24,pH,7.3
-47:27,DiasABP,47
-47:27,FiO2,1
-47:27,HR,69
-47:27,MAP,64
-47:27,SysABP,100
-47:27,Urine,40
-47:27,Weight,80.2
-47:57,DiasABP,54
-47:57,HCT,25.8
-47:57,HR,74
-47:57,Mg,3.1
-47:57,MAP,71
-47:57,Platelets,66
-47:57,SysABP,112
-47:57,WBC,7.9
-47:57,Weight,80.2
diff --git a/data/set-a/132636.txt b/data/set-a/132636.txt
deleted file mode 100644
index fa24cfc67c709798703ac2e5693d8570ba2c89fb..0000000000000000000000000000000000000000
--- a/data/set-a/132636.txt
+++ /dev/null
@@ -1,345 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132636
-00:00,Age,42
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,114.2
-00:20,FiO2,0.5
-00:20,HR,58
-00:20,MechVent,1
-00:20,NIDiasABP,32
-00:20,NIMAP,53.33
-00:20,NISysABP,96
-00:20,Temp,34.8
-00:25,GCS,3
-00:25,HR,57
-00:25,NIDiasABP,38
-00:25,NIMAP,55.33
-00:25,NISysABP,90
-00:40,HR,64
-00:40,NIDiasABP,38
-00:40,NIMAP,60.67
-00:40,NISysABP,106
-00:55,HR,70
-00:55,NIDiasABP,53
-00:55,NIMAP,83
-00:55,NISysABP,143
-00:55,Temp,34.8
-01:10,FiO2,0.5
-01:10,GCS,8
-01:10,HR,75
-01:10,MechVent,1
-01:10,NIDiasABP,53
-01:10,NIMAP,83
-01:10,NISysABP,143
-01:10,Urine,240
-02:10,GCS,8
-02:10,HR,64
-02:10,MechVent,1
-02:10,NIDiasABP,51
-02:10,NIMAP,75.33
-02:10,NISysABP,124
-02:10,Temp,35.9
-02:10,Urine,50
-03:10,ALP,99
-03:10,ALT,15
-03:10,AST,15
-03:10,Bilirubin,0.3
-03:10,BUN,100
-03:10,Creatinine,5.2
-03:10,GCS,10
-03:10,Glucose,92
-03:10,HCO3,17
-03:10,HCT,29.8
-03:10,HR,64
-03:10,Mg,1.8
-03:10,NIDiasABP,53
-03:10,NIMAP,68
-03:10,NISysABP,98
-03:10,Platelets,139
-03:10,K,4.4
-03:10,Na,137
-03:10,Temp,36.1
-03:10,Urine,20
-03:10,WBC,14
-03:32,pH,7.27
-03:32,PaCO2,40
-03:32,PaO2,146
-03:32,SaO2,98
-03:50,MechVent,1
-04:10,HR,64
-04:10,NIDiasABP,35
-04:10,NIMAP,62
-04:10,NISysABP,116
-04:32,Lactate,1.1
-05:10,FiO2,0.5
-05:10,GCS,10
-05:10,HR,63
-05:10,MechVent,1
-05:10,NIDiasABP,47
-05:10,NIMAP,71.33
-05:10,NISysABP,120
-05:10,Temp,36.6
-05:10,Urine,24
-06:10,MechVent,1
-08:50,HR,84
-08:50,NIDiasABP,52
-08:50,NIMAP,75
-08:50,NISysABP,121
-09:10,FiO2,0.5
-09:10,GCS,8
-09:10,HR,64
-09:10,MechVent,1
-09:10,NIDiasABP,45
-09:10,NIMAP,69.67
-09:10,NISysABP,119
-09:10,Temp,36.7
-09:10,Urine,120
-10:10,HR,61
-10:10,NIDiasABP,55
-10:10,NIMAP,78.67
-10:10,NISysABP,126
-10:10,Urine,100
-11:10,HR,63
-11:10,NIDiasABP,59
-11:10,NIMAP,83.33
-11:10,NISysABP,132
-11:10,Urine,140
-12:10,HR,63
-12:10,NIDiasABP,48
-12:10,NIMAP,73.33
-12:10,NISysABP,124
-12:44,BUN,102
-12:44,Creatinine,4.9
-12:44,Glucose,173
-12:44,HCO3,19
-12:44,Mg,1.8
-12:44,K,5.2
-12:44,Na,134
-16:00,HR,61
-16:00,NIDiasABP,55
-16:00,NIMAP,76.33
-16:00,NISysABP,119
-16:00,Temp,36.6
-16:10,FiO2,0.5
-16:10,GCS,8
-16:10,HR,60
-16:10,MechVent,1
-16:10,Urine,350
-16:25,HR,62
-16:25,NIDiasABP,51
-16:25,NIMAP,74.67
-16:25,NISysABP,122
-17:10,GCS,8
-17:10,HR,61
-17:10,NIDiasABP,51
-17:10,NIMAP,74
-17:10,NISysABP,120
-17:10,Temp,36.7
-17:10,Urine,120
-18:10,GCS,8
-18:10,HR,65
-18:10,NIDiasABP,48
-18:10,NIMAP,69
-18:10,NISysABP,111
-18:10,Urine,230
-19:10,HR,63
-19:10,NIDiasABP,47
-19:10,NIMAP,69.67
-19:10,NISysABP,115
-19:10,Urine,140
-20:10,GCS,8
-20:10,HR,66
-20:10,NIDiasABP,46
-20:10,NIMAP,70.67
-20:10,NISysABP,120
-20:10,Urine,100
-21:10,HR,72
-21:10,MechVent,1
-21:10,NIDiasABP,48
-21:10,NIMAP,68.33
-21:10,NISysABP,109
-21:10,Urine,50
-22:10,FiO2,0.5
-22:10,HR,66
-22:10,MechVent,1
-22:10,NIDiasABP,47
-22:10,NIMAP,66.33
-22:10,NISysABP,105
-23:10,GCS,10
-23:10,HR,68
-23:10,NIDiasABP,45
-23:10,NIMAP,70.67
-23:10,NISysABP,122
-23:10,Temp,37
-23:10,Urine,100
-24:10,BUN,101
-24:10,Creatinine,4.9
-24:10,Glucose,179
-24:10,HCO3,17
-24:10,HCT,27.6
-24:10,HR,76
-24:10,Mg,1.8
-24:10,NIDiasABP,43
-24:10,NIMAP,60.67
-24:10,NISysABP,96
-24:10,Platelets,125
-24:10,K,4.8
-24:10,Na,132
-24:10,Urine,30
-24:10,WBC,12.3
-25:10,GCS,10
-25:10,HR,70
-25:10,NIDiasABP,38
-25:10,NIMAP,59.67
-25:10,NISysABP,103
-25:10,Urine,35
-25:51,pH,7.29
-25:51,PaCO2,39
-25:51,PaO2,172
-25:51,SaO2,97
-26:10,FiO2,0.5
-26:10,GCS,11
-26:10,HR,68
-26:10,MechVent,1
-26:10,NIDiasABP,60
-26:10,NIMAP,78.33
-26:10,NISysABP,115
-26:10,Urine,37
-26:10,Weight,114.2
-26:51,Lactate,1.2
-27:10,GCS,10
-27:10,HR,66
-27:10,NIDiasABP,47
-27:10,NIMAP,66.67
-27:10,NISysABP,106
-27:10,Temp,36.7
-27:10,Urine,50
-27:10,Weight,114.2
-28:10,FiO2,0.5
-28:10,MechVent,1
-29:10,GCS,10
-29:10,HR,70
-29:10,NIDiasABP,47
-29:10,NIMAP,68.67
-29:10,NISysABP,112
-29:10,Urine,70
-29:10,Weight,114.2
-30:10,HR,68
-30:10,Temp,36.6
-30:10,Weight,114.2
-31:10,HR,67
-31:10,NIDiasABP,47
-31:10,NIMAP,69.33
-31:10,NISysABP,114
-31:10,Urine,140
-31:10,Weight,114.2
-32:10,HR,70
-32:10,NIDiasABP,43
-32:10,NIMAP,65.67
-32:10,NISysABP,111
-32:10,Weight,114.2
-32:34,pH,7.26
-32:34,PaCO2,42
-32:34,PaO2,129
-32:34,SaO2,98
-32:55,Glucose,178
-33:10,HR,71
-33:10,MechVent,1
-33:10,NIDiasABP,48
-33:10,NIMAP,68
-33:10,NISysABP,108
-33:10,Temp,36.6
-33:10,Urine,150
-33:10,Weight,114.2
-33:40,FiO2,0.5
-33:40,MechVent,1
-34:10,FiO2,0.5
-34:10,HR,69
-34:10,MechVent,1
-34:10,Weight,114.2
-35:10,HR,68
-35:10,NIDiasABP,48
-35:10,NIMAP,72.67
-35:10,NISysABP,122
-35:10,Urine,120
-35:10,Weight,114.2
-36:10,HR,70
-36:10,Weight,114.2
-37:10,HR,70
-37:10,NIDiasABP,43
-37:10,NIMAP,66.67
-37:10,NISysABP,114
-37:10,Urine,100
-37:10,Weight,114.2
-38:10,FiO2,0.5
-38:10,HR,67
-38:10,MechVent,1
-38:10,Weight,114.2
-39:10,HR,71
-39:10,NIDiasABP,44
-39:10,NIMAP,69.33
-39:10,NISysABP,120
-39:10,Temp,36.4
-39:10,Urine,120
-39:10,Weight,114.2
-39:44,Glucose,267
-39:44,HCT,23.9
-39:44,Platelets,117
-39:44,WBC,15.8
-40:10,HR,67
-40:10,Weight,114.2
-41:10,GCS,8
-41:10,HR,66
-41:10,NIDiasABP,46
-41:10,NIMAP,68.67
-41:10,NISysABP,114
-41:10,Temp,36.8
-41:10,Urine,68
-41:10,Weight,114.2
-42:10,FiO2,0.5
-42:10,HR,75
-42:10,MechVent,1
-42:10,NIDiasABP,43
-42:10,NIMAP,69.67
-42:10,NISysABP,123
-42:10,Temp,36.8
-42:10,Weight,114.2
-43:10,GCS,8
-43:10,HR,74
-43:10,NIDiasABP,42
-43:10,NIMAP,65
-43:10,NISysABP,111
-43:10,Urine,65
-43:10,Weight,114.2
-44:10,HCT,25.4
-44:10,HR,77
-44:10,NIDiasABP,50
-44:10,NIMAP,73.67
-44:10,NISysABP,121
-44:10,Platelets,125
-44:10,WBC,17
-44:10,Weight,114.2
-45:10,FiO2,0.5
-45:10,GCS,10
-45:10,HR,76
-45:10,MechVent,1
-45:10,NIDiasABP,45
-45:10,NIMAP,68
-45:10,NISysABP,114
-45:10,Temp,36.6
-45:10,Urine,80
-45:10,Weight,114.2
-46:10,HR,68
-46:10,NIDiasABP,45
-46:10,NIMAP,63.67
-46:10,NISysABP,101
-46:10,Weight,114.2
-47:10,HR,71
-47:10,NIDiasABP,41
-47:10,NIMAP,67.67
-47:10,NISysABP,121
-47:10,Temp,35.8
-47:10,Urine,110
-47:10,Weight,114.2
diff --git a/data/set-a/132637.txt b/data/set-a/132637.txt
deleted file mode 100644
index 0c3c7211c37e389d985524910f9e0f427f34bc5f..0000000000000000000000000000000000000000
--- a/data/set-a/132637.txt
+++ /dev/null
@@ -1,453 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132637
-00:00,Age,78
-00:00,Gender,0
-00:00,Height,170.2
-00:00,ICUType,2
-00:00,Weight,56
-00:48,pH,7.39
-00:48,PaCO2,47
-00:48,PaO2,415
-02:49,pH,7.42
-02:49,PaCO2,37
-03:33,pH,7.46
-03:33,PaCO2,29
-03:33,PaO2,473
-04:44,HCT,20
-04:44,Platelets,90
-04:44,WBC,2.2
-05:01,pH,7.3
-05:01,PaCO2,42
-05:01,PaO2,375
-05:20,Urine,520
-05:35,DiasABP,57
-05:35,FiO2,1
-05:35,HR,95
-05:35,MAP,76
-05:35,MechVent,1
-05:35,SysABP,108
-05:35,Temp,35
-05:50,DiasABP,67
-05:50,HR,104
-05:50,MAP,87
-05:50,SysABP,120
-05:58,HCT,29.7
-05:58,Platelets,159
-05:58,WBC,18
-06:05,DiasABP,62
-06:05,GCS,3
-06:05,HR,104
-06:05,MAP,78
-06:05,SysABP,103
-06:05,Temp,35.2
-06:05,Urine,100
-06:05,Urine,0
-06:18,pH,7.3
-06:18,PaCO2,45
-06:18,PaO2,338
-06:20,DiasABP,60
-06:20,HR,100
-06:20,MAP,74
-06:20,SysABP,97
-06:20,Temp,35.4
-06:35,DiasABP,66
-06:35,HR,90
-06:35,MAP,89
-06:35,SysABP,123
-06:35,Temp,35.1
-06:50,DiasABP,70
-06:50,HR,90
-06:50,MAP,92
-06:50,SysABP,122
-06:50,Temp,35.8
-06:55,FiO2,0.5
-06:55,MechVent,1
-06:59,BUN,12
-06:59,Creatinine,0.8
-06:59,HCO3,21
-06:59,HCT,33.6
-06:59,Platelets,182
-06:59,WBC,23.7
-07:05,DiasABP,72
-07:05,FiO2,0.5
-07:05,HR,90
-07:05,MAP,90
-07:05,MechVent,1
-07:05,SysABP,117
-07:05,Temp,36
-07:05,Urine,180
-07:20,DiasABP,74
-07:20,HR,90
-07:20,MAP,96
-07:20,SysABP,129
-07:20,Temp,36.1
-07:35,DiasABP,50
-07:35,HR,90
-07:35,MAP,70
-07:35,SysABP,104
-07:35,Temp,36.1
-07:45,MechVent,1
-07:50,DiasABP,53
-07:50,HR,90
-07:50,MAP,72
-07:50,SysABP,103
-07:50,Temp,36.6
-08:05,DiasABP,53
-08:05,HR,90
-08:05,MAP,72
-08:05,SysABP,101
-08:05,Temp,36.6
-08:05,Urine,110
-08:35,DiasABP,50
-08:35,SysABP,104
-09:04,pH,7.32
-09:04,PaCO2,46
-09:04,PaO2,176
-09:04,SaO2,98
-09:05,DiasABP,49
-09:05,FiO2,0.5
-09:05,GCS,3
-09:05,HR,90
-09:05,MAP,70
-09:05,MechVent,1
-09:05,SysABP,103
-09:05,Temp,37.5
-09:05,Urine,320
-09:20,DiasABP,43
-09:20,HR,90
-09:20,MAP,59
-09:20,SysABP,88
-09:35,DiasABP,46
-09:35,HR,90
-09:35,MAP,64
-09:35,SysABP,96
-10:05,DiasABP,48
-10:05,HR,90
-10:05,MAP,62
-10:05,SysABP,88
-10:05,Temp,37.7
-10:05,Urine,280
-10:20,DiasABP,63
-10:20,MAP,85
-10:20,SysABP,122
-10:35,DiasABP,65
-10:35,HR,90
-10:35,MAP,88
-10:35,SysABP,126
-10:50,DiasABP,70
-10:50,HR,90
-10:50,MAP,86
-10:50,SysABP,129
-11:05,DiasABP,67
-11:05,HR,90
-11:05,MAP,89
-11:05,SysABP,124
-11:05,Temp,37.8
-11:05,Urine,120
-11:10,DiasABP,62
-11:10,HR,90
-11:10,MAP,84
-11:10,SysABP,119
-11:15,FiO2,0.5
-11:15,MechVent,1
-11:25,DiasABP,46
-11:25,HR,90
-11:25,MAP,62
-11:25,SysABP,90
-11:35,DiasABP,47
-11:35,HR,90
-11:35,MAP,60
-11:35,SysABP,83
-11:46,pH,7.34
-11:46,PaCO2,44
-11:46,PaO2,170
-11:46,SaO2,98
-12:05,DiasABP,51
-12:05,HR,90
-12:05,MAP,65
-12:05,MechVent,1
-12:05,SysABP,85
-12:05,Temp,37.6
-12:20,DiasABP,44
-12:20,HR,90
-12:20,MAP,55
-12:20,SysABP,72
-12:34,HCT,31.8
-12:34,K,4.7
-12:35,Urine,160
-12:50,DiasABP,61
-12:50,HR,90
-12:50,MAP,82
-12:50,SysABP,115
-13:05,DiasABP,60
-13:05,GCS,15
-13:05,HR,90
-13:05,MAP,79
-13:05,SysABP,110
-13:05,Temp,36.9
-13:05,Urine,90
-14:05,DiasABP,56
-14:05,HR,90
-14:05,MAP,75
-14:05,SysABP,104
-14:05,Temp,37.3
-14:50,DiasABP,48
-14:50,HR,90
-14:50,MAP,63
-14:50,SysABP,88
-15:05,DiasABP,57
-15:05,HR,90
-15:05,MAP,61
-15:05,SysABP,95
-15:05,Temp,37.2
-15:05,Urine,120
-15:20,DiasABP,45
-15:20,HR,90
-15:20,MAP,59
-15:20,SysABP,84
-15:35,DiasABP,44
-15:35,HR,90
-15:35,MAP,58
-15:35,SysABP,82
-15:50,DiasABP,52
-15:50,HR,90
-15:50,MAP,67
-15:50,SysABP,90
-16:05,DiasABP,47
-16:05,HR,90
-16:05,MAP,60
-16:05,SysABP,87
-16:05,Temp,37.4
-16:20,pH,7.4
-16:20,PaCO2,43
-16:20,PaO2,135
-16:20,SaO2,99
-17:00,BUN,14
-17:00,Creatinine,0.8
-17:00,HCO3,25
-17:00,HCT,28.6
-17:00,Mg,2
-17:00,Platelets,140
-17:00,Na,138
-17:00,WBC,13.5
-17:05,DiasABP,43
-17:05,GCS,15
-17:05,HR,90
-17:05,MAP,59
-17:05,SysABP,85
-17:05,Temp,37.1
-17:05,Urine,220
-18:05,DiasABP,45
-18:05,HR,90
-18:05,MAP,60
-18:05,SysABP,82
-18:05,Temp,36.8
-18:05,Urine,120
-19:05,DiasABP,55
-19:05,HR,90
-19:05,MAP,75
-19:05,SysABP,105
-19:05,Temp,36.9
-19:05,Urine,45
-20:05,DiasABP,50
-20:05,HR,90
-20:05,MAP,69
-20:05,SysABP,99
-20:05,Temp,37
-20:05,Urine,90
-20:05,Weight,61.3
-21:05,DiasABP,50
-21:05,GCS,15
-21:05,HR,90
-21:05,MAP,70
-21:05,SysABP,101
-21:05,Temp,37.1
-21:05,Urine,75
-21:05,Weight,61.3
-22:05,DiasABP,46
-22:05,HR,90
-22:05,MAP,64
-22:05,SysABP,93
-22:05,Temp,37
-22:05,Urine,95
-22:05,Weight,61.3
-23:05,DiasABP,50
-23:05,HR,90
-23:05,MAP,67
-23:05,SysABP,96
-23:05,Temp,37.1
-23:05,Urine,400
-23:05,Weight,61.3
-24:05,DiasABP,31
-24:05,HR,46
-24:05,MAP,45
-24:05,SysABP,74
-24:05,Temp,36.9
-24:05,Urine,400
-24:05,Weight,61.3
-25:05,DiasABP,43
-25:05,GCS,15
-25:05,HR,80
-25:05,MAP,60
-25:05,SysABP,94
-25:05,Temp,36.9
-25:05,Urine,200
-25:05,Weight,61.3
-26:04,pH,7.41
-26:04,SaO2,98
-26:05,DiasABP,44
-26:05,HR,80
-26:05,MAP,62
-26:05,SysABP,95
-26:05,Urine,150
-26:05,Weight,61.3
-26:40,HCT,28.5
-26:40,Mg,1.7
-27:05,DiasABP,45
-27:05,HR,80
-27:05,MAP,65
-27:05,SysABP,101
-27:05,Urine,75
-27:05,Weight,61.3
-28:05,DiasABP,44
-28:05,HR,80
-28:05,MAP,63
-28:05,SysABP,95
-28:05,Urine,35
-28:05,Weight,61.3
-29:05,DiasABP,48
-29:05,GCS,15
-29:05,HR,80
-29:05,MAP,68
-29:05,SysABP,103
-29:05,Temp,37.1
-29:05,Urine,40
-29:05,Weight,61.3
-29:57,pH,7.4
-29:57,PaCO2,42
-29:57,PaO2,107
-29:57,SaO2,97
-30:05,DiasABP,46
-30:05,HR,80
-30:05,MAP,64
-30:05,SysABP,92
-30:05,Urine,30
-30:05,Weight,61.3
-31:05,DiasABP,46
-31:05,HR,80
-31:05,MAP,65
-31:05,SysABP,96
-31:05,Urine,35
-31:05,Weight,61.3
-32:05,DiasABP,47
-32:05,HR,80
-32:05,MAP,68
-32:05,SysABP,103
-32:05,Urine,30
-32:05,Weight,61.3
-33:05,DiasABP,51
-33:05,GCS,15
-33:05,HR,80
-33:05,MAP,69
-33:05,SysABP,106
-33:05,Temp,36.3
-33:05,Urine,30
-33:05,Weight,61.3
-33:08,pH,7.42
-34:05,DiasABP,47
-34:05,HR,80
-34:05,MAP,66
-34:05,SysABP,100
-34:05,Weight,61.3
-35:05,DiasABP,47
-35:05,HR,80
-35:05,MAP,66
-35:05,SysABP,100
-35:05,Urine,80
-35:05,Weight,61.3
-36:05,DiasABP,49
-36:05,HR,80
-36:05,MAP,69
-36:05,SysABP,104
-36:05,Urine,30
-36:05,Weight,61.3
-37:05,DiasABP,64
-37:05,GCS,15
-37:05,HR,80
-37:05,MAP,86
-37:05,SysABP,121
-37:05,Temp,36.7
-37:05,Urine,40
-37:05,Weight,61.3
-38:05,DiasABP,55
-38:05,HR,114
-38:05,MAP,68
-38:05,SysABP,95
-38:05,Urine,400
-38:05,Weight,61.3
-39:05,DiasABP,57
-39:05,HR,102
-39:05,MAP,72
-39:05,SysABP,105
-39:05,Urine,120
-39:05,Weight,61.3
-40:05,DiasABP,49
-40:05,HR,110
-40:05,MAP,62
-40:05,SysABP,91
-40:05,Weight,61.3
-41:05,DiasABP,48
-41:05,GCS,15
-41:05,HR,60
-41:05,MAP,64
-41:05,SysABP,95
-41:05,Temp,36.3
-41:05,Urine,60
-41:05,Weight,61.3
-41:13,BUN,13
-41:13,Creatinine,0.9
-41:13,Glucose,127
-41:13,HCO3,25
-41:13,HCT,28
-41:13,Mg,2.6
-41:13,Platelets,116
-41:13,K,3.7
-41:13,Na,132
-41:13,WBC,14.2
-42:05,DiasABP,48
-42:05,HR,71
-42:05,MAP,65
-42:05,SysABP,97
-42:05,Urine,30
-42:05,Weight,61.3
-43:05,DiasABP,50
-43:05,HR,71
-43:05,MAP,67
-43:05,SysABP,101
-43:05,Weight,61.3
-44:05,DiasABP,52
-44:05,HR,71
-44:05,MAP,74
-44:05,SysABP,114
-44:05,Urine,70
-44:05,Weight,61.3
-45:05,DiasABP,46
-45:05,GCS,15
-45:05,HR,71
-45:05,MAP,66
-45:05,SysABP,105
-45:05,Temp,36.8
-45:05,Urine,25
-45:05,Weight,61.3
-46:05,DiasABP,46
-46:05,HR,71
-46:05,MAP,64
-46:05,SysABP,101
-46:05,Urine,35
-46:05,Weight,61.3
-47:05,DiasABP,44
-47:05,HR,80
-47:05,MAP,64
-47:05,SysABP,107
-47:05,Urine,260
-47:05,Weight,61.3
diff --git a/data/set-a/132639.txt b/data/set-a/132639.txt
deleted file mode 100644
index 2c380bf95e73f56c826c7b2f1d1fb51ff965748c..0000000000000000000000000000000000000000
--- a/data/set-a/132639.txt
+++ /dev/null
@@ -1,552 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132639
-00:00,Age,73
-00:00,Gender,1
-00:00,Height,180.3
-00:00,ICUType,2
-00:00,Weight,96.3
-00:10,Lactate,1.6
-00:28,pH,7.36
-00:28,PaCO2,44
-00:28,PaO2,338
-01:26,pH,7.36
-01:26,PaCO2,46
-01:26,PaO2,232
-01:59,pH,7.32
-01:59,PaCO2,50
-01:59,PaO2,318
-02:59,Lactate,2.4
-03:15,HCT,23.5
-03:15,Platelets,131
-03:15,WBC,13
-03:29,DiasABP,59
-03:29,HR,80
-03:29,MAP,76
-03:29,SysABP,111
-03:29,Temp,35.2
-03:34,FiO2,1
-03:34,MechVent,1
-03:44,DiasABP,55
-03:44,HR,81
-03:44,MAP,77
-03:44,SysABP,125
-03:44,Temp,35.2
-03:44,Urine,90
-03:59,DiasABP,49
-03:59,HR,82
-03:59,MAP,60
-03:59,SysABP,81
-04:00,pH,7.32
-04:00,PaCO2,45
-04:00,PaO2,308
-04:14,DiasABP,71
-04:14,HR,64
-04:14,MAP,105
-04:14,SysABP,162
-04:14,Temp,35.1
-04:19,DiasABP,68
-04:19,HR,64
-04:19,MAP,101
-04:19,SysABP,155
-04:29,DiasABP,62
-04:29,HR,64
-04:29,MAP,87
-04:29,SysABP,134
-04:39,BUN,28
-04:39,Creatinine,1
-04:39,HCO3,23
-04:39,HCT,29.8
-04:39,Platelets,170
-04:39,WBC,13.6
-04:44,DiasABP,53
-04:44,HR,65
-04:44,MAP,69
-04:44,SysABP,101
-04:44,Temp,35
-04:44,Urine,90
-04:49,DiasABP,50
-04:49,HR,65
-04:49,MAP,60
-04:49,SysABP,78
-04:59,FiO2,0.5
-04:59,MechVent,1
-05:12,pH,7.37
-05:12,PaCO2,35
-05:12,PaO2,189
-05:14,DiasABP,54
-05:14,HR,66
-05:14,MAP,78
-05:14,SysABP,123
-05:14,Temp,35
-05:29,DiasABP,52
-05:29,HR,66
-05:29,MAP,71
-05:29,SysABP,110
-05:44,DiasABP,50
-05:44,FiO2,0.4
-05:44,HR,66
-05:44,MAP,69
-05:44,SysABP,107
-05:44,Temp,35.1
-05:44,Urine,100
-06:14,DiasABP,52
-06:14,HR,67
-06:14,MAP,73
-06:14,SysABP,114
-06:44,DiasABP,59
-06:44,HR,67
-06:44,MAP,83
-06:44,SysABP,128
-06:44,Temp,35.7
-06:44,Urine,90
-06:49,SysABP,79
-06:59,DiasABP,50
-06:59,HR,65
-06:59,MAP,63
-06:59,SysABP,96
-07:12,pH,7.43
-07:12,PaCO2,33
-07:12,PaO2,196
-07:14,DiasABP,56
-07:14,HR,64
-07:14,MAP,74
-07:14,SysABP,113
-07:14,Temp,36.2
-07:29,DiasABP,35
-07:29,HR,63
-07:29,MAP,46
-07:29,SysABP,75
-07:44,DiasABP,44
-07:44,HR,63
-07:44,MAP,61
-07:44,SysABP,106
-07:44,Temp,36.2
-07:44,Urine,65
-07:59,DiasABP,56
-07:59,HR,88
-07:59,MAP,74
-07:59,SysABP,119
-08:14,DiasABP,67
-08:14,GCS,5
-08:14,HR,85
-08:14,MAP,95
-08:14,SysABP,152
-08:19,SysABP,73
-08:29,DiasABP,54
-08:29,HR,85
-08:29,MAP,67
-08:29,SysABP,105
-08:44,DiasABP,57
-08:44,FiO2,0.4
-08:44,GCS,10
-08:44,HR,84
-08:44,MAP,71
-08:44,MechVent,1
-08:44,SysABP,111
-08:44,Temp,36.1
-08:44,Urine,90
-08:57,HCT,27.7
-08:59,DiasABP,62
-08:59,HR,83
-08:59,MAP,83
-08:59,SysABP,141
-09:13,pH,7.37
-09:13,PaCO2,37
-09:13,PaO2,110
-09:14,DiasABP,51
-09:14,HR,84
-09:14,MAP,67
-09:14,SysABP,114
-09:14,Temp,36.1
-09:29,DiasABP,49
-09:29,HR,84
-09:29,MAP,64
-09:29,SysABP,108
-09:29,Temp,36.2
-09:44,DiasABP,51
-09:44,HR,84
-09:44,MAP,63
-09:44,SysABP,119
-09:44,Temp,36.2
-09:44,Urine,40
-10:14,DiasABP,54
-10:14,HR,84
-10:14,MAP,67
-10:14,SysABP,105
-10:44,DiasABP,48
-10:44,HR,87
-10:44,MAP,61
-10:44,SysABP,103
-10:44,Temp,36.3
-10:44,Urine,50
-11:44,DiasABP,50
-11:44,HR,87
-11:44,MAP,67
-11:44,SysABP,110
-11:44,Temp,36.3
-11:44,Urine,70
-11:59,DiasABP,50
-11:59,HR,87
-11:59,MAP,66
-11:59,SysABP,106
-11:59,Temp,36.4
-12:35,pH,7.3
-12:35,PaCO2,43
-12:35,PaO2,147
-12:35,SaO2,98
-12:44,DiasABP,50
-12:44,FiO2,0.4
-12:44,GCS,8
-12:44,HR,87
-12:44,MAP,68
-12:44,MechVent,1
-12:44,SysABP,112
-12:44,Temp,36.3
-12:44,Urine,100
-13:09,FiO2,0.4
-13:09,MechVent,1
-13:44,DiasABP,52
-13:44,HR,87
-13:44,MAP,70
-13:44,SysABP,113
-13:44,Temp,36.2
-13:44,Urine,500
-13:46,pH,7.31
-13:46,PaCO2,44
-13:46,PaO2,152
-13:46,SaO2,97
-14:14,DiasABP,52
-14:14,HR,80
-14:14,MAP,75
-14:14,SysABP,119
-14:44,DiasABP,47
-14:44,HR,69
-14:44,MAP,70
-14:44,SysABP,124
-14:44,Temp,36.1
-14:44,Urine,120
-14:46,Lactate,1.1
-14:49,DiasABP,46
-14:49,HR,68
-14:49,MAP,69
-14:49,SysABP,121
-14:49,Temp,36.2
-15:14,DiasABP,47
-15:14,HR,72
-15:14,MAP,69
-15:14,SysABP,117
-15:14,Temp,36.3
-15:44,DiasABP,50
-15:44,HR,72
-15:44,MAP,71
-15:44,SysABP,117
-15:44,Temp,36.3
-15:44,Urine,210
-16:00,pH,7.36
-16:00,PaCO2,39
-16:00,PaO2,158
-16:00,SaO2,98
-16:14,DiasABP,46
-16:14,HR,66
-16:14,MAP,60
-16:14,SysABP,96
-16:14,Temp,36.4
-16:44,BUN,20
-16:44,Creatinine,0.9
-16:44,DiasABP,64
-16:44,FiO2,0.4
-16:44,GCS,10
-16:44,HCO3,23
-16:44,HCT,29.4
-16:44,HR,73
-16:44,Mg,3.1
-16:44,MAP,88
-16:44,MechVent,1
-16:44,Platelets,129
-16:44,SysABP,144
-16:44,Temp,36.6
-16:44,Urine,60
-16:44,WBC,9.6
-17:14,DiasABP,59
-17:14,HR,71
-17:14,MAP,82
-17:14,SysABP,140
-17:14,Temp,36.6
-17:44,DiasABP,44
-17:44,FiO2,0.4
-17:44,HR,66
-17:44,MAP,64
-17:44,MechVent,1
-17:44,SysABP,108
-17:44,Temp,36.6
-17:44,Urine,100
-18:14,DiasABP,42
-18:14,HR,68
-18:14,MAP,60
-18:14,SysABP,101
-18:14,Temp,36.4
-18:27,pH,7.4
-18:27,PaCO2,37
-18:27,PaO2,148
-18:27,SaO2,98
-18:44,DiasABP,47
-18:44,FiO2,0.5
-18:44,GCS,14
-18:44,HR,68
-18:44,MAP,69
-18:44,SysABP,112
-18:44,Temp,37
-18:44,Urine,80
-19:44,DiasABP,38
-19:44,HR,69
-19:44,MAP,60
-19:44,SysABP,110
-19:44,Temp,36.9
-19:44,Urine,30
-19:44,Weight,111.7
-20:44,DiasABP,40
-20:44,FiO2,0.5
-20:44,GCS,15
-20:44,HR,71
-20:44,MAP,61
-20:44,SysABP,109
-20:44,Temp,37.1
-20:44,Urine,30
-20:44,Weight,111.7
-21:44,DiasABP,41
-21:44,HR,74
-21:44,MAP,62
-21:44,SysABP,107
-21:44,Temp,37.2
-21:44,Urine,140
-21:44,Weight,111.7
-22:14,pH,7.41
-22:14,PaCO2,35
-22:14,PaO2,85
-22:14,SaO2,95
-22:44,DiasABP,46
-22:44,HR,77
-22:44,MAP,69
-22:44,SysABP,117
-22:44,Urine,320
-22:44,Weight,111.7
-23:44,DiasABP,34
-23:44,GCS,15
-23:44,HR,77
-23:44,MAP,52
-23:44,SysABP,97
-23:44,Temp,37.3
-23:44,Urine,80
-23:44,Weight,111.7
-24:44,DiasABP,42
-24:44,HR,73
-24:44,MAP,60
-24:44,SysABP,101
-24:44,Urine,30
-24:44,Weight,111.7
-25:25,pH,7.39
-25:44,DiasABP,36
-25:44,HR,66
-25:44,MAP,53
-25:44,SysABP,92
-25:44,Urine,30
-25:44,Weight,111.7
-26:44,DiasABP,40
-26:44,HR,71
-26:44,MAP,61
-26:44,SysABP,105
-26:44,Urine,35
-26:44,Weight,111.7
-27:44,DiasABP,48
-27:44,HR,73
-27:44,MAP,71
-27:44,SysABP,120
-27:44,Urine,35
-27:44,Weight,111.7
-28:44,DiasABP,45
-28:44,GCS,15
-28:44,HR,71
-28:44,MAP,65
-28:44,SysABP,110
-28:44,Temp,37.4
-28:44,Urine,200
-28:44,Weight,111.7
-29:44,DiasABP,46
-29:44,HR,75
-29:44,MAP,65
-29:44,SysABP,109
-29:44,Urine,120
-29:44,Weight,111.7
-30:44,DiasABP,35
-30:44,HR,77
-30:44,MAP,57
-30:44,SysABP,98
-30:44,Urine,80
-30:44,Weight,111.7
-31:44,DiasABP,43
-31:44,HR,75
-31:44,MAP,61
-31:44,SysABP,104
-31:44,Urine,120
-31:44,Weight,111.7
-32:44,DiasABP,50
-32:44,GCS,15
-32:44,HR,77
-32:44,MAP,76
-32:44,SysABP,127
-32:44,Temp,36.5
-32:44,Urine,35
-32:44,Weight,111.7
-33:44,DiasABP,46
-33:44,HR,80
-33:44,MAP,69
-33:44,SysABP,121
-33:44,Urine,450
-33:44,Weight,111.7
-34:44,DiasABP,40
-34:44,HR,79
-34:44,MAP,61
-34:44,SysABP,109
-34:44,Urine,450
-34:44,Weight,111.7
-35:19,Mg,2.4
-35:19,K,4.5
-35:44,DiasABP,48
-35:44,HR,84
-35:44,MAP,69
-35:44,SysABP,111
-35:44,Urine,380
-35:44,Weight,111.7
-36:44,DiasABP,56
-36:44,GCS,15
-36:44,HR,104
-36:44,MAP,76
-36:44,SysABP,122
-36:44,Temp,37.4
-36:44,Urine,320
-36:44,Weight,111.7
-37:44,DiasABP,35
-37:44,HR,72
-37:44,MAP,54
-37:44,SysABP,102
-37:44,Urine,270
-37:44,Weight,111.7
-37:57,pH,7.4
-37:57,SaO2,98
-38:44,DiasABP,45
-38:44,HR,71
-38:44,MAP,68
-38:44,NIDiasABP,45
-38:44,NIMAP,69
-38:44,NISysABP,117
-38:44,SysABP,114
-38:44,Urine,60
-38:44,Weight,111.7
-38:47,BUN,18
-38:47,Creatinine,1.2
-38:47,HCO3,23
-38:47,HCT,27.4
-38:47,Mg,2.8
-38:47,Platelets,111
-38:47,K,4.4
-38:47,Na,136
-38:47,WBC,10.2
-39:44,DiasABP,51
-39:44,HR,76
-39:44,MAP,77
-39:44,NIDiasABP,31
-39:44,NIMAP,59
-39:44,NISysABP,124
-39:44,SysABP,129
-39:44,Urine,60
-39:44,Weight,111.7
-40:44,DiasABP,45
-40:44,GCS,11
-40:44,HR,93
-40:44,MAP,75
-40:44,SysABP,133
-40:44,Urine,50
-40:44,Weight,111.7
-40:59,DiasABP,47
-40:59,HR,113
-40:59,MAP,75
-40:59,SysABP,129
-40:59,Weight,111.7
-41:14,DiasABP,38
-41:14,HR,107
-41:14,MAP,50
-41:14,SysABP,78
-41:14,Weight,111.7
-41:29,DiasABP,34
-41:29,HR,67
-41:29,MAP,51
-41:29,NIDiasABP,32
-41:29,NIMAP,52
-41:29,NISysABP,88
-41:29,SysABP,94
-41:29,Weight,111.7
-41:44,DiasABP,56
-41:44,HR,74
-41:44,MAP,83
-41:44,NIDiasABP,47
-41:44,NIMAP,72
-41:44,NISysABP,120
-41:44,SysABP,141
-41:44,Urine,45
-41:44,Weight,111.7
-42:44,DiasABP,40
-42:44,HR,67
-42:44,MAP,62
-42:44,NIDiasABP,29
-42:44,NIMAP,55
-42:44,NISysABP,103
-42:44,SysABP,118
-42:44,Urine,45
-42:44,Weight,111.7
-43:44,DiasABP,47
-43:44,HR,65
-43:44,MAP,68
-43:44,NIDiasABP,31
-43:44,NIMAP,57
-43:44,NISysABP,109
-43:44,SysABP,117
-43:44,Urine,35
-43:44,Weight,108.6
-44:44,DiasABP,42
-44:44,GCS,13
-44:44,HR,63
-44:44,MAP,62
-44:44,NIDiasABP,30
-44:44,NIMAP,56
-44:44,NISysABP,107
-44:44,SysABP,109
-44:44,Temp,36.7
-44:44,Urine,60
-44:44,Weight,108.6
-45:44,DiasABP,63
-45:44,HR,74
-45:44,MAP,94
-45:44,NIDiasABP,48
-45:44,NIMAP,79
-45:44,NISysABP,151
-45:44,SysABP,150
-45:44,Urine,70
-45:44,Weight,108.6
-46:44,DiasABP,59
-46:44,HR,77
-46:44,MAP,85
-46:44,NIDiasABP,37
-46:44,NIMAP,66
-46:44,NISysABP,129
-46:44,SysABP,145
-46:44,Urine,125
-46:44,Weight,108.6
-47:44,DiasABP,52
-47:44,HR,85
-47:44,MAP,78
-47:44,NIDiasABP,56
-47:44,NIMAP,80
-47:44,NISysABP,129
-47:44,SysABP,139
-47:44,Urine,500
-47:44,Weight,108.6
diff --git a/data/set-a/132642.txt b/data/set-a/132642.txt
deleted file mode 100644
index 8f4daf6802b1646874733fcb88daaca63648e5e3..0000000000000000000000000000000000000000
--- a/data/set-a/132642.txt
+++ /dev/null
@@ -1,429 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132642
-00:00,Age,89
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-00:11,HR,131
-00:11,NIDiasABP,59
-00:11,NIMAP,77
-00:11,NISysABP,131
-00:11,RespRate,26
-00:40,HCT,32.8
-00:40,Platelets,578
-00:40,WBC,19.9
-00:56,HR,120
-00:56,NIDiasABP,71
-00:56,NIMAP,83
-00:56,NISysABP,114
-00:56,RespRate,22
-00:56,Temp,36.9
-01:08,HCT,32
-01:08,Platelets,615
-01:08,WBC,22.5
-01:11,HR,113
-01:11,NIDiasABP,72
-01:11,NIMAP,82
-01:11,NISysABP,116
-01:11,RespRate,22
-01:11,Urine,80
-01:21,HR,142
-01:21,NIDiasABP,82
-01:21,NIMAP,97
-01:21,NISysABP,138
-01:21,RespRate,27
-01:21,Temp,37.4
-01:36,HR,149
-01:36,NIDiasABP,80
-01:36,NIMAP,95
-01:36,NISysABP,157
-01:36,RespRate,30
-02:11,HR,163
-02:11,NIDiasABP,81
-02:11,NIMAP,99
-02:11,NISysABP,154
-02:11,RespRate,30
-02:11,Urine,45
-02:41,HR,162
-02:41,NIDiasABP,82
-02:41,NIMAP,105
-02:41,NISysABP,176
-02:41,RespRate,32
-02:51,HR,160
-02:51,NIDiasABP,86
-02:51,NIMAP,106
-02:51,NISysABP,167
-02:51,RespRate,30
-02:56,HR,152
-02:56,NIDiasABP,86
-02:56,NIMAP,106
-02:56,NISysABP,167
-02:56,RespRate,25
-02:56,Temp,38
-02:59,HCT,31.7
-02:59,Platelets,612
-02:59,WBC,23.8
-03:11,HR,136
-03:11,NIDiasABP,71
-03:11,NIMAP,89
-03:11,NISysABP,145
-03:11,RespRate,23
-03:11,Urine,35
-04:01,HR,152
-04:01,NIDiasABP,72
-04:01,NIMAP,77
-04:01,NISysABP,117
-04:01,RespRate,26
-04:11,GCS,14
-04:11,HR,143
-04:11,NIDiasABP,90
-04:11,NIMAP,105
-04:11,NISysABP,140
-04:11,RespRate,25
-04:11,Temp,37.3
-04:11,Urine,80
-04:26,HR,127
-04:26,NIDiasABP,91
-04:26,NIMAP,103
-04:26,NISysABP,146
-04:26,RespRate,25
-05:11,HR,124
-05:11,NIDiasABP,84
-05:11,NIMAP,101
-05:11,NISysABP,145
-05:11,RespRate,22
-05:11,Urine,110
-05:26,ALP,59
-05:26,ALT,5
-05:26,AST,27
-05:26,Bilirubin,0.4
-05:26,BUN,44
-05:26,Creatinine,0.7
-05:26,Glucose,136
-05:26,HCO3,21
-05:26,HCT,25.7
-05:26,Mg,2.1
-05:26,Platelets,479
-05:26,K,4.7
-05:26,Na,135
-05:26,WBC,19.5
-05:38,Lactate,2
-06:11,HR,139
-06:11,NIDiasABP,117
-06:11,NIMAP,121
-06:11,NISysABP,149
-06:11,RespRate,30
-06:11,Temp,37.1
-06:11,Urine,80
-06:41,HR,127
-06:41,NIDiasABP,96
-06:41,NIMAP,111
-06:41,NISysABP,158
-06:41,RespRate,37
-07:11,HR,124
-07:11,NIDiasABP,114
-07:11,NIMAP,119
-07:11,NISysABP,158
-07:11,RespRate,29
-07:11,Temp,36.9
-07:11,Urine,40
-08:11,GCS,14
-08:11,HR,112
-08:11,NIDiasABP,78
-08:11,NIMAP,96
-08:11,NISysABP,144
-08:11,RespRate,28
-08:11,Temp,36.6
-08:11,Urine,45
-09:11,HR,112
-09:11,NIDiasABP,85
-09:11,NIMAP,96
-09:11,NISysABP,141
-09:11,RespRate,21
-09:11,Urine,60
-09:41,HR,116
-09:41,NIDiasABP,82
-09:41,NIMAP,96
-09:41,NISysABP,136
-09:41,RespRate,24
-09:41,Temp,37
-10:11,HR,128
-10:11,NIDiasABP,76
-10:11,NIMAP,91
-10:11,NISysABP,144
-10:11,RespRate,28
-10:11,Urine,110
-11:11,HR,107
-11:11,NIDiasABP,64
-11:11,NIMAP,79
-11:11,NISysABP,126
-11:11,RespRate,21
-11:26,HCT,29.1
-12:11,HR,107
-12:11,NIDiasABP,70
-12:11,NIMAP,82
-12:11,NISysABP,123
-12:11,Temp,37.3
-12:11,Urine,120
-13:11,GCS,14
-13:11,HR,108
-13:11,NIDiasABP,84
-13:11,NIMAP,97
-13:11,NISysABP,144
-13:11,RespRate,21
-13:11,Urine,50
-14:11,HR,109
-14:11,NIDiasABP,61
-14:11,NIMAP,77
-14:11,NISysABP,127
-14:11,RespRate,9
-14:11,Temp,37.2
-14:11,Urine,120
-15:11,HR,107
-15:11,NIDiasABP,66
-15:11,NIMAP,83
-15:11,NISysABP,136
-15:11,RespRate,21
-15:11,Urine,45
-15:30,HCT,29.9
-16:11,GCS,14
-16:11,HR,108
-16:11,NIDiasABP,75
-16:11,NIMAP,89
-16:11,NISysABP,136
-16:11,RespRate,17
-16:11,Temp,37.4
-16:11,Urine,120
-17:11,HR,114
-17:11,NIDiasABP,70
-17:11,NIMAP,87
-17:11,NISysABP,142
-17:11,RespRate,25
-18:11,HR,108
-18:11,NIDiasABP,73
-18:11,NIMAP,88
-18:11,NISysABP,138
-18:11,RespRate,22
-18:11,Temp,37.4
-18:11,Urine,160
-19:11,HR,114
-19:11,NIDiasABP,71
-19:11,NIMAP,86
-19:11,NISysABP,147
-19:11,RespRate,25
-19:11,Urine,200
-20:11,GCS,14
-20:11,HR,109
-20:11,RespRate,20
-20:11,Temp,37.4
-20:11,Urine,25
-20:51,HCT,27
-21:11,HR,120
-21:11,NIDiasABP,66
-21:11,NIMAP,82
-21:11,NISysABP,134
-21:11,RespRate,30
-21:11,Urine,120
-21:26,HR,122
-21:26,NIDiasABP,68
-21:26,NIMAP,83
-21:26,NISysABP,134
-21:26,RespRate,19
-21:26,Temp,37.2
-21:41,HR,120
-21:41,NIDiasABP,72
-21:41,NIMAP,85
-21:41,NISysABP,133
-21:41,RespRate,25
-21:41,Temp,37.3
-21:56,HR,117
-21:56,NIDiasABP,73
-21:56,NIMAP,86
-21:56,NISysABP,130
-21:56,RespRate,25
-22:11,HR,112
-22:11,NIDiasABP,66
-22:11,NIMAP,79
-22:11,NISysABP,120
-22:11,RespRate,25
-22:11,Temp,37.3
-22:11,Urine,60
-22:26,HR,111
-22:26,NIDiasABP,62
-22:26,NIMAP,74
-22:26,NISysABP,120
-22:26,RespRate,19
-22:26,Temp,37.1
-22:41,HR,122
-22:41,NIDiasABP,77
-22:41,NIMAP,89
-22:41,NISysABP,131
-22:41,RespRate,24
-22:41,Temp,37.2
-23:11,HR,122
-23:11,NIDiasABP,77
-23:11,NISysABP,131
-23:11,RespRate,25
-23:11,Urine,30
-23:13,K,3.9
-24:11,GCS,15
-24:11,HR,124
-24:11,NIDiasABP,78
-24:11,NIMAP,93
-24:11,NISysABP,146
-24:11,RespRate,22
-24:11,Temp,37
-24:11,Urine,230
-25:11,HR,113
-25:11,NIDiasABP,77
-25:11,NIMAP,94
-25:11,NISysABP,146
-25:11,RespRate,28
-25:11,Urine,340
-26:11,HR,104
-26:11,NIDiasABP,69
-26:11,NIMAP,84
-26:11,NISysABP,136
-26:11,RespRate,23
-26:11,Urine,380
-27:11,HR,97
-27:11,NIDiasABP,71
-27:11,NIMAP,85
-27:11,NISysABP,131
-27:11,RespRate,23
-27:11,Urine,200
-28:11,GCS,13
-28:11,HR,99
-28:11,NIDiasABP,71
-28:11,NIMAP,89
-28:11,NISysABP,139
-28:11,RespRate,17
-28:11,Temp,36.6
-28:11,Urine,220
-29:11,BUN,17
-29:11,Creatinine,0.5
-29:11,Glucose,102
-29:11,HCO3,27
-29:11,HCT,29.3
-29:11,HR,112
-29:11,Mg,2.1
-29:11,NIDiasABP,62
-29:11,NIMAP,81
-29:11,NISysABP,142
-29:11,Platelets,337
-29:11,K,3.5
-29:11,Na,139
-29:11,RespRate,24
-29:11,Urine,240
-29:11,WBC,13.7
-30:11,HR,111
-30:11,NIDiasABP,77
-30:11,NIMAP,93
-30:11,NISysABP,144
-30:11,RespRate,22
-30:11,Urine,180
-31:11,HR,114
-31:11,NIDiasABP,73
-31:11,NIMAP,91
-31:11,NISysABP,144
-31:11,RespRate,25
-31:11,Urine,165
-32:11,GCS,15
-32:11,HR,121
-32:11,NIDiasABP,77
-32:11,NIMAP,94
-32:11,NISysABP,148
-32:11,RespRate,22
-32:11,Temp,36.9
-32:11,Urine,180
-33:11,HR,100
-33:11,NIDiasABP,74
-33:11,NIMAP,94
-33:11,NISysABP,157
-33:11,RespRate,25
-33:11,Urine,310
-34:11,HR,114
-34:11,NIDiasABP,82
-34:11,NIMAP,100
-34:11,NISysABP,156
-34:11,RespRate,26
-34:11,Urine,120
-35:11,HCT,34.9
-35:11,Platelets,361
-35:11,Urine,575
-35:11,WBC,15.4
-36:11,GCS,15
-36:11,HR,108
-36:11,NIDiasABP,80
-36:11,NIMAP,98
-36:11,NISysABP,155
-36:11,RespRate,24
-36:11,Temp,37.1
-36:11,Temp,0
-36:11,Urine,120
-37:11,HR,98
-37:11,NIDiasABP,76
-37:11,NIMAP,89
-37:11,NISysABP,134
-37:11,RespRate,25
-37:11,Urine,240
-39:11,HR,131
-39:11,NIDiasABP,90
-39:11,NIMAP,106
-39:11,NISysABP,161
-39:11,RespRate,26
-39:11,Urine,500
-41:11,GCS,15
-41:11,HR,110
-41:11,NIDiasABP,81
-41:11,NIMAP,99
-41:11,NISysABP,151
-41:11,RespRate,30
-41:11,Temp,37.1
-41:11,Urine,500
-42:11,HR,115
-42:11,NIDiasABP,73
-42:11,NIMAP,87
-42:11,NISysABP,136
-42:11,RespRate,28
-42:11,Urine,600
-43:11,HR,117
-43:11,NIDiasABP,67
-43:11,NIMAP,82
-43:11,NISysABP,125
-43:11,RespRate,23
-43:11,Urine,140
-44:11,GCS,15
-44:11,HR,117
-44:11,NIDiasABP,73
-44:11,NIMAP,86
-44:11,NISysABP,130
-44:11,RespRate,28
-44:11,Temp,37.4
-44:11,Urine,80
-45:11,HR,118
-45:11,NIDiasABP,68
-45:11,NIMAP,82
-45:11,NISysABP,123
-45:11,RespRate,23
-45:11,Urine,80
-46:11,HR,119
-46:11,NIDiasABP,57
-46:11,NIMAP,72
-46:11,NISysABP,124
-46:11,RespRate,24
-46:11,Urine,80
-47:11,HR,128
-47:11,NIDiasABP,54
-47:11,NIMAP,69
-47:11,NISysABP,115
-47:11,RespRate,28
-47:41,GCS,14
-47:41,HR,124
-47:41,NIDiasABP,68
-47:41,NIMAP,80
-47:41,NISysABP,118
-47:41,RespRate,27
-47:41,Temp,37.3
-47:41,Urine,40
diff --git a/data/set-a/132644.txt b/data/set-a/132644.txt
deleted file mode 100644
index 12bae68d67069e3ba568dfb0e1629029b25c0ac5..0000000000000000000000000000000000000000
--- a/data/set-a/132644.txt
+++ /dev/null
@@ -1,235 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132644
-00:00,Age,71
-00:00,Gender,0
-00:00,Height,149.9
-00:00,ICUType,4
-00:00,Weight,64.5
-02:05,Urine,150
-03:05,GCS,15
-03:05,HR,112
-03:05,Temp,37.2
-04:05,HR,123
-05:05,DiasABP,59
-05:05,HR,134
-05:05,MAP,84
-05:05,SysABP,142
-05:05,Urine,60
-05:25,BUN,40
-05:25,Creatinine,1.3
-05:25,Glucose,131
-05:25,HCO3,26
-05:25,HCT,32.7
-05:25,Mg,2.3
-05:25,Platelets,222
-05:25,K,3.9
-05:25,Na,146
-05:25,WBC,10.2
-06:05,DiasABP,55
-06:05,HR,122
-06:05,MAP,78
-06:05,SysABP,141
-06:05,Urine,80
-06:35,DiasABP,50
-06:35,HR,104
-06:35,MAP,75
-06:35,SysABP,131
-07:05,DiasABP,54
-07:05,HR,108
-07:05,MAP,77
-07:05,SysABP,128
-07:05,Urine,65
-08:05,DiasABP,56
-08:05,GCS,15
-08:05,HR,108
-08:05,MAP,81
-08:05,SysABP,133
-08:05,Temp,37.1
-08:05,Urine,65
-09:05,DiasABP,57
-09:05,HR,106
-09:05,MAP,83
-09:05,SysABP,133
-09:05,Urine,60
-09:50,DiasABP,57
-09:50,HR,104
-09:50,MAP,83
-09:50,SysABP,136
-11:05,DiasABP,58
-11:05,HR,111
-11:05,MAP,79
-11:05,SysABP,109
-11:05,Urine,90
-12:05,DiasABP,61
-12:05,GCS,10
-12:05,HR,107
-12:05,MAP,85
-12:05,SysABP,127
-12:05,Urine,50
-12:30,BUN,32
-12:30,Creatinine,1
-12:30,Glucose,158
-12:30,HCO3,26
-12:30,HCT,31.8
-12:30,Mg,2.3
-12:30,Platelets,209
-12:30,K,4.2
-12:30,Na,147
-12:30,WBC,10.3
-13:05,DiasABP,56
-13:05,HR,93
-13:05,MAP,78
-13:05,SysABP,116
-13:05,Urine,50
-14:05,DiasABP,53
-14:05,HR,99
-14:05,MAP,72
-14:05,SysABP,104
-14:05,Temp,36.9
-14:05,Urine,40
-16:05,DiasABP,72
-16:05,GCS,14
-16:05,HR,109
-16:05,MAP,96
-16:05,SysABP,132
-16:05,Temp,36.1
-16:05,Urine,100
-17:05,DiasABP,60
-17:05,HR,110
-17:05,MAP,84
-17:05,SysABP,123
-17:05,Urine,50
-18:05,DiasABP,61
-18:05,HR,102
-18:05,MAP,89
-18:05,SysABP,133
-18:05,Urine,60
-19:05,DiasABP,63
-19:05,HR,103
-19:05,MAP,91
-19:05,SysABP,135
-19:05,Urine,60
-20:05,DiasABP,57
-20:05,GCS,15
-20:05,HR,101
-20:05,MAP,83
-20:05,SysABP,127
-20:05,Temp,36.9
-20:05,Urine,50
-22:05,DiasABP,67
-22:05,HR,104
-22:05,MAP,101
-22:05,SysABP,151
-22:05,Urine,50
-23:05,DiasABP,64
-23:05,HR,102
-23:05,MAP,96
-23:05,SysABP,148
-23:05,Urine,40
-24:05,DiasABP,73
-24:05,HR,108
-24:05,MAP,107
-24:05,SysABP,159
-24:35,DiasABP,62
-24:35,GCS,15
-24:35,SysABP,143
-24:35,Urine,80
-25:05,DiasABP,61
-25:05,HR,98
-25:05,SysABP,141
-27:05,DiasABP,65
-27:05,HR,103
-27:05,MAP,98
-27:05,SysABP,146
-27:05,Temp,37.2
-27:05,Urine,80
-28:05,DiasABP,64
-28:05,GCS,15
-28:05,HR,104
-28:05,MAP,96
-28:05,SysABP,147
-28:05,Urine,70
-29:05,DiasABP,67
-29:05,HR,104
-29:05,MAP,99
-29:05,SysABP,154
-29:05,Urine,25
-30:05,DiasABP,72
-30:05,HR,109
-30:05,MAP,108
-30:05,SysABP,162
-30:05,Temp,37.1
-30:05,Urine,80
-31:05,DiasABP,65
-31:05,HR,99
-31:05,MAP,97
-31:05,SysABP,149
-31:05,Urine,30
-32:05,DiasABP,54
-32:05,GCS,15
-32:05,HR,98
-32:05,MAP,78
-32:05,SysABP,121
-32:05,Urine,40
-33:05,DiasABP,58
-33:05,HR,100
-33:05,MAP,83
-33:05,SysABP,128
-34:05,DiasABP,62
-34:05,HR,104
-34:05,MAP,91
-34:05,SysABP,140
-34:05,Temp,37.2
-34:05,Urine,150
-36:05,DiasABP,49
-36:05,GCS,15
-36:05,HR,96
-36:05,MAP,68
-36:05,SysABP,105
-36:05,Urine,60
-36:20,BUN,18
-36:20,Creatinine,0.8
-36:20,Glucose,108
-36:20,HCO3,26
-36:20,HCT,29.8
-36:20,Mg,2.2
-36:20,Platelets,195
-36:20,K,4.1
-36:20,Na,147
-36:20,WBC,9.5
-40:05,DiasABP,56
-40:05,GCS,15
-40:05,HR,100
-40:05,MAP,83
-40:05,SysABP,130
-40:05,Temp,36.8
-40:05,Urine,60
-41:05,DiasABP,55
-41:05,HR,104
-41:05,MAP,82
-41:05,SysABP,129
-41:05,Urine,45
-42:05,DiasABP,58
-42:05,HR,105
-42:05,MAP,85
-42:05,SysABP,134
-43:05,DiasABP,62
-43:05,GCS,15
-43:05,HR,99
-43:05,MAP,91
-43:05,SysABP,140
-43:05,Temp,37.3
-43:05,Urine,60
-44:05,DiasABP,58
-44:05,HR,100
-44:05,MAP,87
-44:05,SysABP,138
-44:05,Urine,30
-44:45,DiasABP,64
-44:45,HR,105
-44:45,MAP,96
-44:45,SysABP,148
-47:48,pH,7.42
-47:48,PaCO2,35
-47:48,PaO2,107
-47:48,SaO2,96
diff --git a/data/set-a/132647.txt b/data/set-a/132647.txt
deleted file mode 100644
index ad56b7febd82c0a22352d09d40ba8b4c5262735c..0000000000000000000000000000000000000000
--- a/data/set-a/132647.txt
+++ /dev/null
@@ -1,68 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132647
-00:00,Age,27
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-03:18,pH,7.39
-03:18,Lactate,5.1
-03:18,PaCO2,34
-03:18,PaO2,234
-06:06,Albumin,3.4
-06:06,ALP,42
-06:06,ALT,14
-06:06,AST,18
-06:06,Bilirubin,0.4
-06:06,BUN,12
-06:06,Creatinine,0.7
-06:06,Glucose,134
-06:06,HCO3,24
-06:06,HCT,36.1
-06:06,Mg,2.1
-06:06,Platelets,430
-06:06,K,3.7
-06:06,Na,145
-06:06,WBC,25.1
-11:42,pH,7.38
-11:42,Lactate,3
-11:42,PaCO2,41
-11:42,PaO2,111
-15:52,BUN,13
-15:52,Creatinine,0.7
-15:52,Glucose,93
-15:52,HCO3,24
-15:52,HCT,39.4
-15:52,Mg,2.3
-15:52,Platelets,440
-15:52,K,3.7
-15:52,Na,142
-15:52,WBC,28.7
-25:43,BUN,14
-25:43,Creatinine,0.8
-25:43,Glucose,144
-25:43,HCO3,25
-25:43,Mg,2.4
-25:43,K,4.2
-25:43,Na,142
-25:57,pH,7.37
-25:57,PaCO2,42
-25:57,PaO2,74
-29:43,HCT,36.6
-33:43,pH,7.41
-33:43,Lactate,2.6
-33:43,PaCO2,39
-33:43,PaO2,75
-38:59,BUN,11
-38:59,Creatinine,0.7
-38:59,Glucose,115
-38:59,HCO3,27
-38:59,HCT,34.9
-38:59,Mg,2.3
-38:59,Platelets,355
-38:59,K,3.7
-38:59,Na,143
-38:59,WBC,20
-47:43,pH,7.43
-47:43,PaCO2,41
-47:43,PaO2,82
diff --git a/data/set-a/132648.txt b/data/set-a/132648.txt
deleted file mode 100644
index a13bace98aeeb6111df7bceaac06b148c917daa7..0000000000000000000000000000000000000000
--- a/data/set-a/132648.txt
+++ /dev/null
@@ -1,457 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132648
-00:00,Age,87
-00:00,Gender,0
-00:00,Height,157.5
-00:00,ICUType,2
-00:00,Weight,66
-00:17,DiasABP,57
-00:17,FiO2,0.5
-00:17,GCS,8
-00:17,HR,65
-00:17,MAP,86
-00:17,MechVent,1
-00:17,SysABP,144
-00:17,Temp,37.8
-00:17,Urine,120
-00:17,Urine,2105
-01:17,DiasABP,65
-01:17,HR,81
-01:17,MAP,98
-01:17,SysABP,157
-01:17,Temp,37.8
-01:17,Urine,80
-01:17,Urine,0
-02:17,DiasABP,65
-02:17,HR,68
-02:17,MAP,94
-02:17,SysABP,150
-02:17,Temp,37.8
-02:49,FiO2,0.5
-02:49,MechVent,1
-03:17,DiasABP,78
-03:17,GCS,8
-03:17,HR,71
-03:17,Mg,1.7
-03:17,MAP,114
-03:17,K,4.2
-03:17,SysABP,174
-03:17,Temp,37.8
-03:17,Urine,220
-04:17,DiasABP,73
-04:17,HR,77
-04:17,MAP,102
-04:17,SysABP,161
-04:17,Temp,37.9
-04:17,Urine,110
-05:17,DiasABP,70
-05:17,GCS,8
-05:17,HR,71
-05:17,MAP,95
-05:17,SysABP,151
-05:17,Temp,38.1
-05:17,Urine,220
-05:32,DiasABP,84
-05:32,HR,78
-05:32,MAP,118
-05:32,SysABP,174
-05:32,Temp,38.2
-05:47,DiasABP,78
-05:47,HR,77
-05:47,MAP,109
-05:47,SysABP,169
-05:47,Temp,38.3
-06:02,DiasABP,81
-06:02,HR,78
-06:02,MAP,113
-06:02,SysABP,175
-06:02,Temp,38.3
-06:17,DiasABP,79
-06:17,HR,81
-06:17,MAP,102
-06:17,SysABP,155
-06:17,Temp,38.3
-06:17,Urine,400
-07:06,FiO2,0.5
-07:06,MechVent,1
-07:17,DiasABP,74
-07:17,HR,83
-07:17,MAP,93
-07:17,SysABP,144
-07:17,Temp,38.1
-07:17,Urine,380
-08:17,DiasABP,74
-08:17,HR,74
-08:17,MAP,95
-08:17,SysABP,145
-08:17,Temp,38.3
-08:17,Urine,120
-09:17,DiasABP,78
-09:17,HR,84
-09:17,MAP,100
-09:17,SysABP,154
-09:17,Temp,38.6
-09:17,Urine,180
-10:17,DiasABP,68
-10:17,HR,88
-10:17,MAP,85
-10:17,SysABP,129
-10:17,Temp,38.6
-10:17,Urine,80
-11:17,DiasABP,67
-11:17,HR,87
-11:17,MAP,84
-11:17,SysABP,125
-11:17,Temp,38.5
-11:17,Urine,45
-11:26,pH,7.48
-11:26,PaCO2,35
-11:26,PaO2,118
-11:26,SaO2,98
-11:32,FiO2,0.5
-11:32,MechVent,1
-12:17,DiasABP,69
-12:17,HR,89
-12:17,MAP,89
-12:17,SysABP,137
-12:17,Temp,38.6
-12:38,BUN,9
-12:38,Creatinine,1
-12:38,Glucose,134
-12:38,HCO3,26
-12:38,HCT,26.6
-12:38,Mg,1.5
-12:38,Platelets,212
-12:38,K,3.3
-12:38,Na,138
-12:38,WBC,13.4
-12:50,FiO2,0.5
-12:50,MechVent,1
-13:17,DiasABP,77
-13:17,GCS,9
-13:17,HR,95
-13:17,MAP,103
-13:17,SysABP,159
-13:17,Temp,38.5
-13:17,Urine,100
-13:47,DiasABP,62
-13:47,FiO2,0.4
-13:47,HR,82
-13:47,MAP,76
-13:47,SysABP,114
-13:47,Temp,38.6
-14:17,DiasABP,59
-14:17,HR,83
-14:17,MAP,75
-14:17,SysABP,110
-14:17,Temp,38.4
-14:17,Urine,260
-15:17,DiasABP,47
-15:17,GCS,9
-15:17,HR,86
-15:17,MAP,67
-15:17,SysABP,110
-15:17,Temp,38.3
-15:17,Urine,240
-15:47,DiasABP,44
-15:47,HR,86
-15:47,MAP,61
-15:47,SysABP,99
-15:47,Temp,38.3
-15:52,FiO2,0.4
-15:52,MechVent,1
-16:17,DiasABP,43
-16:17,HR,84
-16:17,MAP,59
-16:17,SysABP,96
-16:17,Temp,38.2
-16:17,Urine,180
-16:22,pH,7.42
-16:22,PaCO2,35
-16:22,PaO2,103
-16:22,SaO2,98
-16:47,DiasABP,52
-16:47,HR,84
-16:47,MAP,75
-16:47,SysABP,119
-16:47,Temp,38.1
-17:17,DiasABP,58
-17:17,GCS,9
-17:17,HR,85
-17:17,MAP,86
-17:17,SysABP,137
-17:17,Temp,38.1
-17:17,Urine,140
-17:47,DiasABP,52
-17:47,HR,88
-17:47,MAP,78
-17:47,SysABP,127
-17:47,Temp,38.1
-18:17,pH,7.42
-18:17,DiasABP,53
-18:17,HR,88
-18:17,MAP,75
-18:17,PaCO2,37
-18:17,PaO2,78
-18:17,SysABP,121
-18:17,SaO2,97
-18:17,Temp,38
-18:17,Urine,120
-18:21,Mg,2
-18:47,DiasABP,55
-18:47,HR,90
-18:47,MAP,76
-18:47,SysABP,113
-18:47,Temp,38
-19:17,DiasABP,53
-19:17,GCS,9
-19:17,HR,90
-19:17,MAP,76
-19:17,SysABP,127
-19:17,Temp,38
-19:17,Urine,100
-20:17,DiasABP,47
-20:17,HR,81
-20:17,MAP,63
-20:17,SysABP,101
-20:17,Temp,37.9
-20:17,Urine,80
-20:47,DiasABP,46
-20:47,HR,72
-20:47,MAP,65
-20:47,SysABP,103
-20:47,Temp,37.9
-21:17,DiasABP,51
-21:17,GCS,9
-21:17,HR,74
-21:17,MAP,73
-21:17,SysABP,117
-21:17,Temp,37.9
-21:17,Urine,60
-21:53,FiO2,0.4
-21:53,MechVent,1
-22:17,DiasABP,51
-22:17,HR,73
-22:17,MAP,69
-22:17,SysABP,108
-22:17,Temp,37.7
-22:17,Urine,80
-22:47,DiasABP,43
-22:47,HR,73
-22:47,MAP,57
-22:47,SysABP,89
-22:47,Temp,37.7
-23:17,DiasABP,54
-23:17,GCS,9
-23:17,HR,73
-23:17,MAP,76
-23:17,SysABP,116
-23:17,Temp,37.6
-23:17,Urine,240
-24:06,pH,7.42
-24:06,PaCO2,41
-24:06,PaO2,74
-24:06,SaO2,97
-24:17,DiasABP,52
-24:17,HR,75
-24:17,MAP,74
-24:17,SysABP,115
-24:17,Temp,37.4
-24:17,Urine,400
-24:53,FiO2,0.5
-24:53,MechVent,1
-25:17,DiasABP,43
-25:17,GCS,9
-25:17,HR,73
-25:17,MAP,60
-25:17,SysABP,93
-25:17,Temp,37.3
-25:17,Urine,320
-27:17,DiasABP,42
-27:17,GCS,9
-27:17,HR,75
-27:17,MAP,61
-27:17,SysABP,96
-27:17,Temp,37.1
-27:17,Urine,110
-28:17,DiasABP,40
-28:17,FiO2,0.5
-28:17,HR,76
-28:17,MAP,57
-28:17,MechVent,1
-28:17,SysABP,89
-28:17,Temp,37.1
-28:17,Urine,45
-28:47,DiasABP,41
-28:47,HR,76
-28:47,MAP,58
-28:47,SysABP,90
-28:47,Temp,37
-29:17,DiasABP,46
-29:17,GCS,9
-29:17,HR,77
-29:17,MAP,67
-29:17,SysABP,105
-29:17,Temp,36.9
-29:17,Urine,60
-30:17,DiasABP,61
-30:17,HR,83
-30:17,MAP,92
-30:17,MechVent,1
-30:17,SysABP,140
-30:17,Temp,36.9
-30:17,Urine,30
-31:17,DiasABP,51
-31:17,HR,80
-31:17,MAP,79
-31:17,SysABP,128
-31:17,Temp,36.7
-31:17,Urine,35
-32:17,DiasABP,46
-32:17,FiO2,0.5
-32:17,HR,77
-32:17,MAP,70
-32:17,MechVent,1
-32:17,SysABP,113
-32:17,Temp,36.7
-32:17,Urine,100
-32:56,FiO2,0.5
-32:56,MechVent,1
-33:17,DiasABP,43
-33:17,GCS,9
-33:17,HR,77
-33:17,MAP,66
-33:17,SysABP,108
-33:17,Temp,36.6
-33:17,Urine,30
-34:17,DiasABP,41
-34:17,HR,82
-34:17,MAP,61
-34:17,MechVent,1
-34:17,SysABP,99
-34:17,Temp,36.5
-34:17,Urine,30
-34:47,ALP,73
-34:47,ALT,7
-34:47,AST,16
-34:47,Bilirubin,0.2
-34:47,BUN,13
-34:47,Creatinine,0.9
-34:47,Glucose,136
-34:47,HCO3,27
-34:47,HCT,25.4
-34:47,Mg,1.8
-34:47,Platelets,197
-34:47,K,3.5
-34:47,Na,144
-34:47,WBC,10.9
-34:54,pH,7.38
-34:54,PaCO2,41
-34:54,PaO2,141
-34:54,SaO2,99
-35:17,DiasABP,45
-35:17,HR,75
-35:17,MAP,66
-35:17,SysABP,103
-35:17,Temp,36.4
-35:17,Urine,35
-36:17,DiasABP,48
-36:17,FiO2,0.5
-36:17,HR,74
-36:17,MAP,71
-36:17,MechVent,1
-36:17,SysABP,115
-36:17,Temp,36.5
-36:17,Urine,30
-37:17,DiasABP,44
-37:17,HR,76
-37:17,MAP,68
-37:17,MechVent,1
-37:17,SysABP,111
-37:17,Temp,36.3
-37:17,Urine,30
-39:17,DiasABP,50
-39:17,FiO2,0.5
-39:17,GCS,9
-39:17,HR,80
-39:17,MAP,77
-39:17,MechVent,1
-39:17,SysABP,128
-39:17,Temp,36.5
-39:17,Urine,575
-40:17,DiasABP,47
-40:17,HR,75
-40:17,MAP,72
-40:17,SysABP,115
-40:17,Temp,36.3
-40:17,Urine,195
-41:17,DiasABP,37
-41:17,FiO2,0.5
-41:17,HR,70
-41:17,MAP,55
-41:17,MechVent,1
-41:17,SysABP,88
-41:17,Temp,36.4
-41:17,Urine,75
-42:17,DiasABP,48
-42:17,HR,79
-42:17,MAP,75
-42:17,SysABP,122
-42:17,Temp,36.7
-42:17,Urine,80
-43:17,DiasABP,44
-43:17,FiO2,0.5
-43:17,GCS,9
-43:17,HR,75
-43:17,MAP,67
-43:17,MechVent,1
-43:17,SysABP,107
-43:17,Temp,36.5
-43:17,Urine,100
-43:22,DiasABP,42
-43:22,HR,74
-43:22,MAP,64
-43:22,SysABP,103
-43:22,Temp,36.4
-43:32,DiasABP,41
-43:32,HR,74
-43:32,MAP,62
-43:32,SysABP,101
-43:32,Temp,36.4
-43:47,DiasABP,40
-43:47,HR,76
-43:47,MAP,63
-43:47,SysABP,103
-43:47,Temp,36.4
-44:17,DiasABP,47
-44:17,HR,78
-44:17,MAP,73
-44:17,SysABP,116
-44:17,Temp,36.4
-44:17,Urine,65
-45:17,DiasABP,57
-45:17,FiO2,0.5
-45:17,GCS,9
-45:17,HR,78
-45:17,MAP,89
-45:17,MechVent,1
-45:17,SysABP,136
-45:17,Temp,36.4
-45:17,Urine,45
-45:21,FiO2,0.5
-45:21,MechVent,1
-46:17,DiasABP,44
-46:17,HR,73
-46:17,MAP,68
-46:17,SysABP,111
-46:17,Temp,36.2
-46:17,Urine,44
-47:17,DiasABP,42
-47:17,FiO2,0.5
-47:17,GCS,9
-47:17,HR,71
-47:17,MAP,62
-47:17,MechVent,1
-47:17,SysABP,102
-47:17,Temp,36.2
-47:17,Urine,100
diff --git a/data/set-a/132650.txt b/data/set-a/132650.txt
deleted file mode 100644
index c4c32ee8debc0b7a60534e17243f81b8e31e304a..0000000000000000000000000000000000000000
--- a/data/set-a/132650.txt
+++ /dev/null
@@ -1,475 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132650
-00:00,Age,83
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,56
-00:23,FiO2,1
-00:23,HR,122
-00:23,NIDiasABP,86
-00:23,NIMAP,100
-00:23,NISysABP,145
-00:23,Weight,56
-00:38,HR,100
-00:38,NIDiasABP,91
-00:38,NIMAP,98
-00:38,NISysABP,120
-00:38,Weight,56
-01:20,BUN,18
-01:20,Creatinine,0.9
-01:20,Glucose,83
-01:20,HCO3,25
-01:20,HCT,37.5
-01:20,Mg,2.3
-01:20,Platelets,367
-01:20,K,4.8
-01:20,Na,131
-01:20,WBC,21.5
-01:23,HR,114
-01:23,NIDiasABP,59
-01:23,NIMAP,74
-01:23,NISysABP,121
-01:23,Weight,56
-01:38,HR,119
-01:38,NIDiasABP,68
-01:38,NIMAP,78
-01:38,NISysABP,111
-01:38,Weight,56
-02:23,HR,111
-02:23,NIDiasABP,62
-02:23,NIMAP,82
-02:23,NISysABP,109
-02:23,Urine,1400
-02:23,Weight,56
-02:53,FiO2,1
-03:23,HR,117
-03:23,NIDiasABP,68
-03:23,NIMAP,78
-03:23,NISysABP,107
-03:23,Weight,56
-04:23,GCS,15
-04:23,HR,113
-04:23,NIDiasABP,48
-04:23,NIMAP,63
-04:23,NISysABP,106
-04:23,Temp,37.2
-04:23,Urine,150
-04:23,Weight,56
-05:23,HR,107
-05:23,NIDiasABP,71
-05:23,NIMAP,76
-05:23,NISysABP,104
-05:23,Weight,56
-06:23,HR,96
-06:23,NIDiasABP,56
-06:23,NIMAP,67
-06:23,NISysABP,98
-06:23,Weight,56
-07:23,FiO2,0.8
-07:23,GCS,15
-07:23,HR,67
-07:23,NIDiasABP,66
-07:23,NIMAP,70
-07:23,NISysABP,95
-07:23,Temp,36.9
-07:23,Urine,150
-07:23,Weight,56
-08:23,HR,97
-08:23,NIDiasABP,50
-08:23,NIMAP,60
-08:23,NISysABP,99
-08:23,Weight,56
-09:23,HR,101
-09:23,NIDiasABP,58
-09:23,NIMAP,64
-09:23,NISysABP,83
-09:23,Urine,80
-09:23,Weight,56
-10:23,HR,71
-10:23,NIDiasABP,47
-10:23,NIMAP,63
-10:23,NISysABP,112
-10:23,Weight,56
-11:23,HR,110
-11:23,NIDiasABP,43
-11:23,NIMAP,50
-11:23,NISysABP,82
-11:23,Weight,56
-11:53,FiO2,0.8
-11:53,HR,72
-11:53,NIDiasABP,48
-11:53,NIMAP,62
-11:53,NISysABP,97
-11:53,Weight,56
-12:23,GCS,15
-12:23,HR,65
-12:23,NIDiasABP,41
-12:23,NIMAP,55
-12:23,NISysABP,101
-12:23,Temp,36.4
-12:23,Urine,150
-12:23,Weight,56
-13:23,HR,67
-13:23,NIDiasABP,57
-13:23,NIMAP,70
-13:23,NISysABP,108
-13:23,Weight,56
-14:23,HR,71
-14:23,NIDiasABP,54
-14:23,NIMAP,66
-14:23,NISysABP,104
-14:23,Urine,120
-14:23,Weight,56
-15:23,HR,94
-15:23,NIDiasABP,49
-15:23,NIMAP,56
-15:23,NISysABP,95
-15:23,Urine,20
-15:23,Weight,56
-16:03,BUN,18
-16:03,Creatinine,0.8
-16:03,Glucose,146
-16:03,HCO3,27
-16:03,Mg,2.2
-16:03,K,3.7
-16:03,Na,131
-16:23,GCS,15
-16:23,HR,75
-16:23,NIDiasABP,43
-16:23,NIMAP,60
-16:23,NISysABP,112
-16:23,Temp,36.6
-16:23,Urine,20
-16:23,Weight,56
-17:23,HR,78
-17:23,NIDiasABP,46
-17:23,NIMAP,57
-17:23,NISysABP,90
-17:23,Urine,20
-17:23,Weight,56
-18:23,HR,56
-18:23,NIDiasABP,43
-18:23,NIMAP,57
-18:23,NISysABP,102
-18:23,Urine,40
-18:23,Weight,56
-19:23,HR,60
-19:23,NIDiasABP,44
-19:23,NIMAP,56
-19:23,NISysABP,99
-19:23,Urine,100
-19:23,Weight,56
-20:23,FiO2,1
-20:23,GCS,11
-20:23,HR,61
-20:23,MechVent,1
-20:23,NIDiasABP,56
-20:23,NIMAP,69
-20:23,NISysABP,109
-20:23,Temp,36.2
-20:23,Urine,300
-20:23,Weight,56
-21:23,DiasABP,45
-21:23,FiO2,0.7
-21:23,HR,57
-21:23,MAP,64
-21:23,NIDiasABP,42
-21:23,NIMAP,53
-21:23,NISysABP,84
-21:23,SysABP,97
-21:23,Urine,30
-21:23,Weight,56
-21:34,pH,7.5
-21:34,PaCO2,35
-21:34,PaO2,145
-22:23,DiasABP,50
-22:23,HR,59
-22:23,MAP,75
-22:23,SysABP,122
-22:23,Urine,30
-22:23,Weight,56
-22:28,Albumin,2.3
-22:28,BUN,19
-22:28,Creatinine,0.9
-22:28,Glucose,98
-22:28,HCO3,24
-22:28,HCT,27.5
-22:28,Mg,1.9
-22:28,Platelets,327
-22:28,K,3.7
-22:28,Na,129
-22:28,TroponinT,0.02
-22:28,WBC,22.4
-22:38,DiasABP,35
-22:38,HR,57
-22:38,MAP,49
-22:38,SysABP,75
-22:38,Weight,56
-22:53,DiasABP,41
-22:53,HR,72
-22:53,MAP,52
-22:53,NIDiasABP,33
-22:53,NIMAP,43
-22:53,NISysABP,75
-22:53,SysABP,73
-22:53,Weight,56
-23:23,DiasABP,52
-23:23,HR,65
-23:23,MAP,74
-23:23,NIDiasABP,46
-23:23,NIMAP,62
-23:23,NISysABP,106
-23:23,SysABP,117
-23:23,Temp,38.1
-23:23,Urine,30
-23:23,Weight,56
-24:15,pH,7.46
-24:15,PaCO2,32
-24:15,PaO2,69
-24:23,DiasABP,48
-24:23,FiO2,0.7
-24:23,GCS,3
-24:23,HR,63
-24:23,MAP,69
-24:23,MechVent,1
-24:23,SysABP,106
-24:23,Urine,30
-24:23,Weight,56
-24:45,HCT,27.4
-25:08,Lactate,1.3
-25:23,DiasABP,45
-25:23,HR,56
-25:23,MAP,63
-25:23,SysABP,95
-25:23,Urine,60
-25:23,Weight,56
-26:23,DiasABP,45
-26:23,FiO2,1
-26:23,HR,61
-26:23,MAP,65
-26:23,SysABP,101
-26:23,Urine,60
-26:23,Weight,56
-27:17,pH,7.36
-27:17,PaCO2,42
-27:17,PaO2,50
-27:23,DiasABP,50
-27:23,HR,62
-27:23,MAP,65
-27:23,SysABP,90
-27:23,Urine,60
-27:23,Weight,56
-28:23,DiasABP,63
-28:23,FiO2,0.6
-28:23,GCS,7
-28:23,HR,60
-28:23,MAP,76
-28:23,MechVent,1
-28:23,SysABP,117
-28:23,Temp,36.9
-28:23,Urine,80
-28:23,Weight,56
-28:59,pH,7.38
-28:59,PaCO2,35
-28:59,PaO2,139
-29:16,FiO2,0.5
-29:23,DiasABP,59
-29:23,FiO2,0.5
-29:23,HR,65
-29:23,MAP,79
-29:23,MechVent,1
-29:23,SysABP,113
-29:23,Urine,15
-29:23,Weight,56
-30:23,DiasABP,50
-30:23,HR,53
-30:23,MAP,65
-30:23,SysABP,80
-30:23,Urine,13
-30:23,Weight,56
-31:23,DiasABP,51
-31:23,GCS,7
-31:23,HR,50
-31:23,MAP,73
-31:23,SysABP,110
-31:23,Temp,36.4
-31:23,Urine,30
-31:23,Weight,56
-31:53,DiasABP,78
-31:53,FiO2,0.5
-31:53,HR,52
-31:53,MAP,95
-31:53,MechVent,1
-31:53,SysABP,122
-31:53,Weight,56
-31:58,TroponinT,0.02
-32:13,DiasABP,78
-32:13,HR,48
-32:13,MAP,92
-32:13,SysABP,113
-32:13,Weight,56
-32:23,DiasABP,77
-32:23,HR,48
-32:23,MAP,91
-32:23,SysABP,111
-32:23,Urine,18
-32:23,Weight,56
-33:08,DiasABP,66
-33:08,HR,46
-33:08,MAP,82
-33:08,SysABP,100
-33:08,Weight,56
-33:23,DiasABP,66
-33:23,HR,52
-33:23,MAP,76
-33:23,SysABP,87
-33:23,Urine,15
-33:23,Weight,56
-34:23,DiasABP,49
-34:23,HR,47
-34:23,MAP,69
-34:23,NIDiasABP,44
-34:23,NIMAP,57
-34:23,NISysABP,97
-34:23,SysABP,108
-34:23,Urine,24
-34:23,Weight,56
-35:23,DiasABP,63
-35:23,HR,47
-35:23,MAP,78
-35:23,SysABP,99
-35:23,Urine,18
-35:23,Weight,56
-36:23,DiasABP,78
-36:23,GCS,8
-36:23,HR,49
-36:23,MAP,88
-36:23,NIDiasABP,48
-36:23,NIMAP,61
-36:23,NISysABP,103
-36:23,SysABP,99
-36:23,Temp,36.6
-36:23,Urine,24
-36:23,Weight,56
-36:38,FiO2,0.5
-36:38,MechVent,1
-36:53,DiasABP,51
-36:53,HR,47
-36:53,MAP,68
-36:53,SysABP,99
-36:53,Weight,56
-37:23,DiasABP,47
-37:23,HR,46
-37:23,MAP,62
-37:23,NIDiasABP,46
-37:23,NIMAP,61
-37:23,NISysABP,84
-37:23,SysABP,90
-37:23,Urine,25
-38:23,DiasABP,48
-38:23,HR,47
-38:23,MAP,63
-38:23,NIDiasABP,37
-38:23,NIMAP,47
-38:23,NISysABP,73
-38:23,SysABP,92
-38:23,Urine,19
-38:23,Weight,56
-38:46,pH,7.34
-38:46,PaCO2,35
-38:46,PaO2,163
-39:23,DiasABP,50
-39:23,HR,49
-39:23,MAP,61
-39:23,NIDiasABP,41
-39:23,NIMAP,49
-39:23,NISysABP,76
-39:23,SysABP,76
-39:23,Urine,15
-39:23,Weight,56
-39:38,DiasABP,43
-39:38,HR,49
-39:38,MAP,72
-39:38,NIDiasABP,64
-39:38,NIMAP,50
-39:38,NISysABP,92
-39:38,SysABP,90
-39:38,Weight,56
-40:23,DiasABP,62
-40:23,FiO2,0.5
-40:23,GCS,8
-40:23,HR,50
-40:23,MAP,76
-40:23,MechVent,1
-40:23,NIDiasABP,43
-40:23,NIMAP,58
-40:23,NISysABP,103
-40:23,SysABP,96
-40:23,Temp,36.2
-40:23,Urine,15
-40:23,Weight,56
-41:23,DiasABP,46
-41:23,HR,56
-41:23,MAP,65
-41:23,NIDiasABP,42
-41:23,NIMAP,57
-41:23,NISysABP,104
-41:23,SysABP,98
-41:23,Urine,20
-41:23,Weight,56
-42:23,DiasABP,45
-42:23,HR,56
-42:23,MAP,67
-42:23,NIDiasABP,41
-42:23,NIMAP,58
-42:23,NISysABP,109
-42:23,SysABP,103
-42:23,Urine,20
-42:23,Weight,56
-43:23,DiasABP,44
-43:23,HR,58
-43:23,MAP,66
-43:23,NIDiasABP,40
-43:23,NIMAP,57
-43:23,NISysABP,110
-43:23,SysABP,103
-43:23,Urine,10
-43:23,Weight,56
-44:23,DiasABP,78
-44:23,FiO2,0.5
-44:23,GCS,11
-44:23,HR,58
-44:23,MAP,84
-44:23,MechVent,1
-44:23,NIDiasABP,41
-44:23,NIMAP,51
-44:23,NISysABP,107
-44:23,SysABP,91
-44:23,Temp,36.7
-44:23,Urine,15
-44:23,Weight,56
-45:23,DiasABP,52
-45:23,HR,55
-45:23,MAP,72
-45:23,NIDiasABP,41
-45:23,NIMAP,57
-45:23,NISysABP,104
-45:23,SysABP,98
-45:23,Urine,20
-45:23,Weight,56
-46:23,DiasABP,40
-46:23,HR,55
-46:23,MAP,58
-46:23,NIDiasABP,37
-46:23,NIMAP,52
-46:23,NISysABP,98
-46:23,SysABP,88
-46:23,Urine,10
-46:23,Weight,56
-47:23,HR,56
-47:23,NIDiasABP,39
-47:23,NIMAP,55
-47:23,NISysABP,99
-47:23,Urine,20
-47:23,Weight,56
diff --git a/data/set-a/132653.txt b/data/set-a/132653.txt
deleted file mode 100644
index 2422b8cdcc1fff905db612280bdf811676f1b5b0..0000000000000000000000000000000000000000
--- a/data/set-a/132653.txt
+++ /dev/null
@@ -1,588 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132653
-00:00,Age,78
-00:00,Gender,1
-00:00,Height,177.8
-00:00,ICUType,2
-00:00,Weight,91.3
-00:10,pH,7.44
-00:10,PaCO2,42
-00:10,PaO2,276
-00:49,DiasABP,68
-00:49,GCS,3
-00:49,HR,92
-00:49,MAP,93
-00:49,SysABP,138
-00:49,Temp,36.1
-00:49,Urine,145
-00:54,DiasABP,58
-00:54,FiO2,1
-00:54,HR,92
-00:54,MAP,77
-00:54,MechVent,1
-00:54,SysABP,116
-00:54,Temp,36.2
-01:07,HCT,24.7
-01:07,Platelets,247
-01:07,WBC,26.7
-01:08,pH,7.42
-01:08,PaCO2,44
-01:08,PaO2,120
-01:09,DiasABP,55
-01:09,HR,92
-01:09,MAP,68
-01:09,SysABP,99
-01:10,Lactate,3.6
-01:24,DiasABP,62
-01:24,HR,84
-01:24,MAP,83
-01:24,SysABP,128
-01:24,Temp,36
-01:24,Urine,70
-01:39,DiasABP,55
-01:39,HR,90
-01:39,MAP,70
-01:39,SysABP,103
-01:39,Temp,36.3
-01:54,DiasABP,54
-01:54,HR,92
-01:54,MAP,68
-01:54,SysABP,99
-01:54,Temp,36.8
-01:58,BUN,30
-01:58,Creatinine,1.5
-01:58,HCO3,26
-01:58,HCT,29
-01:58,Platelets,211
-01:58,WBC,31.8
-02:09,DiasABP,61
-02:09,HR,92
-02:09,MAP,78
-02:09,SysABP,116
-02:09,Temp,36.3
-02:24,DiasABP,59
-02:24,HR,94
-02:24,MAP,72
-02:24,SysABP,100
-02:24,Temp,36.3
-02:24,Urine,0
-02:34,pH,7.4
-02:34,PaCO2,38
-02:34,PaO2,336
-02:34,SaO2,99
-02:44,FiO2,0.6
-02:54,DiasABP,57
-02:54,HR,98
-02:54,MAP,70
-02:54,SysABP,99
-02:54,Temp,36.3
-03:24,DiasABP,64
-03:24,FiO2,0.5
-03:24,GCS,10
-03:24,HR,92
-03:24,MAP,87
-03:24,SysABP,129
-03:24,Temp,36.5
-03:24,Urine,100
-03:54,DiasABP,62
-03:54,HR,100
-03:54,MAP,85
-03:54,SysABP,127
-03:54,Temp,36.6
-04:24,DiasABP,62
-04:24,HR,95
-04:24,MAP,87
-04:24,SysABP,136
-04:24,Temp,36.5
-04:24,Urine,45
-04:54,DiasABP,54
-04:54,HR,104
-04:54,MAP,69
-04:54,SysABP,101
-04:54,Temp,36.5
-05:19,pH,7.41
-05:19,PaCO2,37
-05:19,PaO2,167
-05:19,SaO2,98
-05:24,DiasABP,55
-05:24,HR,98
-05:24,MAP,71
-05:24,SysABP,105
-05:24,Temp,36.4
-05:24,Urine,60
-05:54,DiasABP,49
-05:54,HR,99
-05:54,MAP,62
-05:54,SysABP,89
-05:54,Temp,36.3
-06:09,FiO2,0.5
-06:09,MechVent,1
-06:24,DiasABP,57
-06:24,HR,105
-06:24,MAP,74
-06:24,SysABP,114
-06:24,Temp,36.6
-06:24,Urine,40
-06:54,DiasABP,50
-06:54,FiO2,0.5
-06:54,HR,103
-06:54,MAP,63
-06:54,MechVent,1
-06:54,SysABP,94
-06:54,Temp,36.6
-07:22,HCT,24.4
-07:24,DiasABP,54
-07:24,HR,94
-07:24,MAP,69
-07:24,SysABP,99
-07:24,Temp,36.7
-07:24,Urine,40
-07:39,DiasABP,67
-07:39,HR,96
-07:39,MAP,80
-07:39,SysABP,108
-08:24,DiasABP,60
-08:24,HR,100
-08:24,MAP,72
-08:24,SysABP,97
-08:24,Temp,36.7
-08:24,Urine,30
-08:54,DiasABP,59
-08:54,HR,105
-08:54,MAP,72
-08:54,SysABP,100
-08:54,Temp,37
-09:24,DiasABP,60
-09:24,GCS,3
-09:24,HR,98
-09:24,MAP,75
-09:24,SysABP,108
-09:24,Temp,36.9
-09:24,Urine,23
-09:54,DiasABP,60
-09:54,FiO2,0.5
-09:54,HR,97
-09:54,MAP,76
-09:54,MechVent,1
-09:54,SysABP,115
-09:54,Temp,37
-10:24,DiasABP,59
-10:24,HR,93
-10:24,MAP,77
-10:24,SysABP,116
-10:24,Temp,37
-10:24,Urine,25
-11:24,DiasABP,58
-11:24,HR,93
-11:24,MAP,76
-11:24,SysABP,116
-11:24,Temp,37
-11:24,Urine,26
-11:54,DiasABP,57
-11:54,HR,90
-11:54,MAP,75
-11:54,SysABP,115
-12:06,pH,7.39
-12:06,PaCO2,34
-12:06,PaO2,140
-12:06,SaO2,98
-12:24,DiasABP,57
-12:24,HR,89
-12:24,MAP,75
-12:24,SysABP,116
-12:24,Temp,37
-12:24,Urine,30
-13:24,DiasABP,61
-13:24,FiO2,0.5
-13:24,GCS,3
-13:24,HR,85
-13:24,MAP,79
-13:24,MechVent,1
-13:24,SysABP,123
-13:24,Temp,37.1
-13:24,Urine,26
-13:25,HCT,27.6
-14:09,Temp,37.1
-14:24,DiasABP,65
-14:24,HR,86
-14:24,MAP,91
-14:24,SysABP,150
-14:24,Temp,37.1
-14:24,Urine,38
-14:44,DiasABP,66
-14:44,MAP,90
-14:44,SysABP,145
-15:24,DiasABP,61
-15:24,HR,86
-15:24,MAP,83
-15:24,SysABP,136
-15:24,Temp,37.1
-15:54,DiasABP,58
-15:54,HR,86
-15:54,MAP,80
-15:54,SysABP,132
-16:24,DiasABP,59
-16:24,HR,89
-16:24,MAP,77
-16:24,SysABP,122
-16:24,Temp,37.1
-16:24,Urine,70
-17:24,DiasABP,55
-17:24,GCS,3
-17:24,HR,90
-17:24,MAP,73
-17:24,SysABP,117
-17:24,Temp,37.1
-17:24,Urine,12
-18:24,DiasABP,48
-18:24,FiO2,0.5
-18:24,HR,87
-18:24,MAP,62
-18:24,MechVent,1
-18:24,SysABP,98
-18:24,Temp,37
-18:24,Weight,102.3
-18:35,pH,7.4
-18:35,PaCO2,42
-18:35,PaO2,127
-18:35,SaO2,98
-19:24,DiasABP,46
-19:24,HR,87
-19:24,MAP,59
-19:24,SysABP,90
-19:24,Temp,37
-19:24,Urine,37
-19:24,Weight,102.3
-19:34,Albumin,2.7
-19:34,BUN,31
-19:34,Creatinine,1.7
-19:34,HCO3,25
-19:34,HCT,28.4
-19:34,Platelets,192
-19:34,Na,140
-19:34,WBC,14.8
-19:54,DiasABP,53
-19:54,HR,86
-19:54,MAP,70
-19:54,SysABP,112
-19:54,Weight,102.3
-20:09,FiO2,0.5
-20:09,MechVent,1
-20:24,DiasABP,64
-20:24,HR,84
-20:24,MAP,84
-20:24,SysABP,135
-20:24,Temp,37
-20:24,Urine,10
-20:24,Weight,102.3
-20:54,DiasABP,77
-20:54,MAP,102
-20:54,SysABP,164
-21:14,DiasABP,75
-21:14,SysABP,158
-21:24,DiasABP,70
-21:24,FiO2,0.5
-21:24,GCS,9
-21:24,HR,89
-21:24,MAP,93
-21:24,MechVent,1
-21:24,SysABP,149
-21:24,Temp,37.2
-21:24,Urine,5
-21:24,Weight,102.3
-21:35,pH,7.39
-21:35,PaCO2,38
-21:35,PaO2,136
-21:35,SaO2,98
-22:24,DiasABP,70
-22:24,GCS,11
-22:24,HR,89
-22:24,MAP,98
-22:24,SysABP,163
-22:24,Temp,37.4
-22:24,Urine,65
-22:24,Weight,102.3
-22:34,DiasABP,69
-22:34,MAP,98
-22:34,MechVent,1
-22:34,SysABP,169
-22:35,Lactate,0.9
-22:44,DiasABP,69
-22:44,MAP,99
-22:44,SysABP,165
-22:54,DiasABP,59
-22:54,MAP,79
-22:54,SysABP,131
-22:58,pH,7.42
-22:58,PaCO2,33
-22:58,PaO2,74
-22:58,SaO2,94
-22:59,DiasABP,57
-22:59,MAP,77
-22:59,SysABP,129
-23:24,DiasABP,58
-23:24,FiO2,0.5
-23:24,GCS,15
-23:24,HR,100
-23:24,MAP,79
-23:24,SysABP,132
-23:24,Temp,37.3
-23:24,Urine,50
-23:24,Weight,102.3
-23:39,DiasABP,55
-23:39,MAP,73
-23:39,SysABP,123
-24:09,DiasABP,51
-24:09,MAP,67
-24:09,SysABP,113
-24:24,DiasABP,60
-24:24,HR,91
-24:24,MAP,86
-24:24,SysABP,149
-24:24,Temp,37.3
-24:24,Urine,40
-24:24,Weight,102.3
-24:39,DiasABP,66
-24:39,MAP,92
-24:39,SysABP,160
-24:54,DiasABP,66
-24:54,MAP,90
-24:54,SysABP,158
-25:24,DiasABP,60
-25:24,GCS,15
-25:24,HR,82
-25:24,MAP,81
-25:24,SysABP,136
-25:24,Temp,37.4
-25:24,Urine,39
-25:24,Weight,102.3
-25:54,DiasABP,60
-25:54,MAP,78
-25:54,SysABP,127
-26:24,DiasABP,61
-26:24,HR,78
-26:24,MAP,82
-26:24,SysABP,138
-26:24,Temp,37.5
-26:24,Urine,50
-26:24,Weight,102.3
-26:27,HCT,23
-26:39,DiasABP,64
-26:39,HR,79
-26:39,MAP,87
-26:39,SysABP,145
-26:39,Temp,37.6
-26:39,Weight,102.3
-26:54,DiasABP,65
-26:54,MAP,89
-26:54,SysABP,147
-27:24,DiasABP,68
-27:24,HR,83
-27:24,MAP,91
-27:24,SysABP,151
-27:24,Temp,37.6
-27:24,Urine,60
-27:24,Weight,102.3
-28:24,DiasABP,64
-28:24,HR,94
-28:24,MAP,78
-28:24,SysABP,100
-28:24,Temp,37.6
-28:24,Urine,55
-28:24,Weight,102.3
-28:29,DiasABP,63
-28:29,MAP,84
-28:29,SysABP,141
-28:55,pH,7.46
-28:55,PaCO2,35
-28:55,PaO2,84
-28:55,SaO2,95
-29:24,DiasABP,49
-29:24,GCS,15
-29:24,HR,78
-29:24,MAP,67
-29:24,SysABP,114
-29:24,Temp,37.4
-29:24,Urine,22
-29:24,Weight,102.3
-29:49,BUN,33
-29:49,Creatinine,1.7
-29:49,HCT,25.3
-29:49,K,4.7
-30:24,DiasABP,55
-30:24,HR,80
-30:24,MAP,75
-30:24,SysABP,131
-30:24,Urine,40
-30:24,Weight,102.3
-31:24,DiasABP,57
-31:24,HR,86
-31:24,MAP,75
-31:24,SysABP,118
-31:24,Urine,35
-31:24,Weight,102.3
-32:24,DiasABP,68
-32:24,HR,95
-32:24,MAP,91
-32:24,SysABP,138
-32:24,Urine,60
-32:24,Weight,102.3
-33:24,DiasABP,70
-33:24,GCS,15
-33:24,HR,82
-33:24,MAP,98
-33:24,SysABP,170
-33:24,Temp,37.3
-33:24,Urine,25
-33:24,Weight,102.3
-33:39,DiasABP,63
-33:39,HR,83
-33:39,MAP,89
-33:39,SysABP,158
-33:39,Weight,102.3
-33:54,DiasABP,64
-33:54,HR,85
-33:54,MAP,89
-33:54,SysABP,156
-33:54,Weight,102.3
-34:24,DiasABP,65
-34:24,HR,86
-34:24,MAP,90
-34:24,SysABP,155
-34:24,Urine,400
-34:24,Weight,102.3
-35:24,DiasABP,59
-35:24,HR,82
-35:24,MAP,81
-35:24,SysABP,141
-35:24,Urine,240
-35:24,Weight,102.3
-36:24,DiasABP,58
-36:24,HR,80
-36:24,MAP,76
-36:24,SysABP,120
-36:24,Urine,80
-36:24,Weight,102.3
-37:24,DiasABP,59
-37:24,GCS,15
-37:24,HR,79
-37:24,MAP,76
-37:24,SysABP,116
-37:24,Temp,36.4
-37:24,Urine,70
-37:24,Weight,102.3
-38:24,DiasABP,72
-38:24,HR,77
-38:24,MAP,98
-38:24,SysABP,165
-38:24,Urine,45
-38:24,Weight,102.3
-38:39,DiasABP,55
-38:39,HR,83
-38:39,MAP,75
-38:39,SysABP,129
-38:39,Weight,102.3
-39:24,DiasABP,58
-39:24,HR,83
-39:24,MAP,79
-39:24,SysABP,138
-39:24,Urine,100
-39:24,Weight,102.3
-40:24,DiasABP,60
-40:24,HR,85
-40:24,MAP,83
-40:24,SysABP,148
-40:24,Urine,80
-40:24,Weight,102.3
-40:54,DiasABP,61
-40:54,HR,74
-40:54,MAP,81
-40:54,SysABP,145
-40:54,Weight,102.3
-41:24,DiasABP,54
-41:24,HR,78
-41:24,MAP,73
-41:24,SysABP,127
-41:24,Weight,102.3
-41:27,BUN,37
-41:27,Creatinine,1.9
-41:27,Glucose,144
-41:27,HCO3,23
-41:27,HCT,23.8
-41:27,Mg,2.1
-41:27,Platelets,168
-41:27,K,4
-41:27,Na,136
-41:27,WBC,17.4
-42:24,DiasABP,54
-42:24,GCS,15
-42:24,HR,80
-42:24,MAP,75
-42:24,SysABP,136
-42:24,Temp,37.1
-42:24,Urine,120
-42:24,Weight,102.3
-42:54,DiasABP,61
-42:54,HR,85
-42:54,MAP,84
-42:54,SysABP,154
-42:54,Weight,102.3
-43:09,DiasABP,57
-43:09,HR,89
-43:09,MAP,83
-43:09,NIDiasABP,63
-43:09,NIMAP,76
-43:09,NISysABP,119
-43:09,SysABP,149
-43:09,Weight,102.3
-43:24,DiasABP,73
-43:24,HR,83
-43:24,MAP,93
-43:24,NIDiasABP,64
-43:24,NIMAP,77
-43:24,NISysABP,120
-43:24,SysABP,144
-43:24,Urine,50
-43:24,Weight,102.3
-44:24,DiasABP,51
-44:24,HR,79
-44:24,MAP,69
-44:24,SysABP,120
-44:24,Weight,102.3
-44:54,DiasABP,60
-44:54,HR,82
-44:54,MAP,81
-44:54,NIDiasABP,52
-44:54,NIMAP,73
-44:54,NISysABP,116
-44:54,SysABP,130
-44:54,Weight,102.3
-45:24,DiasABP,62
-45:24,GCS,15
-45:24,HR,74
-45:24,MAP,81
-45:24,NIDiasABP,56
-45:24,NIMAP,70
-45:24,NISysABP,115
-45:24,SysABP,139
-45:24,Urine,50
-45:24,Weight,102.3
-46:24,DiasABP,70
-46:24,HR,84
-46:24,MAP,94
-46:24,NIDiasABP,66
-46:24,NIMAP,83
-46:24,NISysABP,131
-46:24,SysABP,148
-46:24,Temp,36.8
-46:24,Urine,50
-46:24,Weight,102.3
-47:24,DiasABP,55
-47:24,HR,84
-47:24,MAP,77
-47:24,NIDiasABP,55
-47:24,NIMAP,70
-47:24,NISysABP,116
-47:24,SysABP,134
-47:24,Urine,40
-47:24,Weight,102.3
diff --git a/data/set-a/132658.txt b/data/set-a/132658.txt
deleted file mode 100644
index 26215a6ebfd9a16a2ae36855e4d75e9a0e6f30c0..0000000000000000000000000000000000000000
--- a/data/set-a/132658.txt
+++ /dev/null
@@ -1,623 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132658
-00:00,Age,81
-00:00,Gender,1
-00:00,Height,185.4
-00:00,ICUType,2
-00:00,Weight,105.4
-00:25,pH,7.42
-00:25,PaCO2,27
-00:25,PaO2,427
-01:01,pH,7.44
-01:01,PaCO2,40
-01:01,PaO2,349
-01:55,Platelets,114
-02:22,pH,7.37
-02:22,PaCO2,45
-02:22,PaO2,135
-02:51,pH,7.41
-02:51,PaCO2,41
-02:51,PaO2,252
-02:59,Platelets,137
-03:38,pH,7.4
-03:38,PaCO2,43
-03:38,PaO2,158
-04:50,FiO2,1
-04:50,MechVent,1
-04:55,DiasABP,52
-04:55,HR,82
-04:55,MAP,76
-04:55,SysABP,127
-04:55,Temp,36.7
-04:55,Urine,360
-05:05,DiasABP,45
-05:05,HR,75
-05:05,MAP,61
-05:05,SysABP,97
-05:05,Temp,36.8
-05:06,BUN,11
-05:06,Creatinine,0.8
-05:06,HCO3,28
-05:06,HCT,25.6
-05:10,DiasABP,45
-05:10,HR,76
-05:10,MAP,59
-05:10,SysABP,92
-05:10,Temp,36.8
-05:10,Urine,240
-05:10,Urine,2280
-05:20,pH,7.47
-05:20,PaCO2,40
-05:20,PaO2,178
-05:25,DiasABP,50
-05:25,HR,77
-05:25,MAP,64
-05:25,SysABP,98
-05:25,Temp,36.9
-05:40,DiasABP,49
-05:40,GCS,3
-05:40,HR,90
-05:40,MAP,61
-05:40,SysABP,86
-05:40,Temp,36.7
-05:40,Urine,120
-05:55,DiasABP,49
-05:55,FiO2,0.7
-05:55,HR,90
-05:55,MAP,64
-05:55,SysABP,95
-05:55,Temp,36.6
-06:10,DiasABP,51
-06:10,HR,88
-06:10,MAP,68
-06:10,SysABP,103
-06:10,Temp,36.7
-06:10,Urine,180
-06:25,DiasABP,54
-06:25,HR,88
-06:25,MAP,72
-06:25,SysABP,107
-06:25,Temp,36.8
-06:27,pH,7.49
-06:27,PaCO2,39
-06:27,PaO2,201
-06:27,SaO2,98
-06:40,DiasABP,55
-06:40,HR,88
-06:40,MAP,72
-06:40,SysABP,108
-06:40,Temp,36.9
-06:40,Urine,160
-06:45,DiasABP,56
-06:45,HR,88
-06:45,MAP,74
-06:45,SysABP,109
-06:45,Temp,36.9
-07:00,DiasABP,45
-07:00,HR,88
-07:00,MAP,56
-07:00,SysABP,85
-07:00,Temp,36.9
-07:10,DiasABP,55
-07:10,GCS,3
-07:10,HR,88
-07:10,MAP,70
-07:10,SysABP,106
-07:10,Temp,37
-07:10,Urine,190
-07:25,DiasABP,58
-07:25,HR,88
-07:25,MAP,75
-07:25,SysABP,114
-07:25,Temp,37
-07:40,DiasABP,57
-07:40,HR,88
-07:40,MAP,74
-07:40,SysABP,113
-07:40,Temp,37.1
-07:50,SysABP,65
-07:55,DiasABP,63
-07:55,HR,88
-07:55,MAP,77
-07:55,SysABP,102
-07:55,Temp,37.1
-07:58,FiO2,0.4
-07:58,MechVent,1
-08:00,DiasABP,52
-08:00,HR,88
-08:00,MAP,64
-08:00,SysABP,83
-08:10,DiasABP,48
-08:10,HR,88
-08:10,MAP,52
-08:10,SysABP,58
-08:10,Temp,36.8
-08:10,Urine,200
-08:25,DiasABP,55
-08:25,HR,88
-08:25,MAP,74
-08:25,NIDiasABP,64
-08:25,NIMAP,83
-08:25,NISysABP,121
-08:25,SysABP,113
-08:25,Temp,37.1
-08:40,DiasABP,50
-08:40,HR,88
-08:40,MAP,63
-08:40,NIDiasABP,64
-08:40,NIMAP,83
-08:40,NISysABP,121
-08:40,SysABP,90
-08:40,Temp,37.2
-08:50,HCT,24.4
-08:50,Mg,2
-08:55,DiasABP,50
-08:55,HR,88
-08:55,MAP,65
-08:55,SysABP,103
-08:55,Temp,37.3
-09:01,pH,7.49
-09:01,PaCO2,39
-09:01,PaO2,100
-09:01,SaO2,98
-09:10,DiasABP,49
-09:10,HR,88
-09:10,MAP,62
-09:10,SysABP,98
-09:10,Temp,37.3
-09:10,Urine,70
-09:20,NIDiasABP,52
-09:20,NIMAP,65.33
-09:20,NISysABP,92
-09:20,SysABP,95
-09:25,DiasABP,52
-09:25,HR,88
-09:25,MAP,67
-09:25,SysABP,113
-09:25,Temp,37.3
-09:30,GCS,10
-09:40,DiasABP,54
-09:40,HR,88
-09:40,MAP,73
-09:40,SysABP,127
-09:40,Temp,37.3
-09:55,DiasABP,53
-09:55,MAP,72
-09:55,SysABP,127
-10:10,DiasABP,53
-10:10,HR,88
-10:10,MAP,72
-10:10,SysABP,127
-10:10,Temp,37.6
-10:10,Urine,75
-10:40,DiasABP,53
-10:40,HR,88
-10:40,MAP,72
-10:40,SysABP,119
-10:40,Temp,37.8
-10:50,DiasABP,50
-10:50,FiO2,0.4
-10:50,HR,88
-10:50,MAP,67
-10:50,MechVent,1
-10:50,SysABP,111
-11:10,DiasABP,52
-11:10,GCS,10
-11:10,HR,88
-11:10,MAP,73
-11:10,SysABP,126
-11:10,Temp,37.9
-11:10,Urine,55
-11:40,DiasABP,47
-11:40,HR,88
-11:40,MAP,65
-11:40,SysABP,109
-11:40,Temp,38
-12:05,pH,7.45
-12:05,PaCO2,42
-12:05,PaO2,61
-12:05,SaO2,94
-12:10,DiasABP,48
-12:10,HR,88
-12:10,MAP,66
-12:10,SysABP,109
-12:10,Temp,38
-12:10,Urine,55
-12:20,FiO2,0.5
-12:39,HCT,27.4
-12:40,DiasABP,49
-12:40,HR,88
-12:40,MAP,67
-12:40,SysABP,109
-12:40,Temp,38
-13:00,pH,7.45
-13:00,PaCO2,42
-13:00,PaO2,66
-13:00,SaO2,95
-13:10,DiasABP,48
-13:10,HR,88
-13:10,MAP,65
-13:10,SysABP,106
-13:10,Temp,38.1
-13:10,Urine,40
-14:10,DiasABP,45
-14:10,HR,88
-14:10,MAP,61
-14:10,SysABP,97
-14:10,Temp,38.3
-14:10,Urine,400
-14:35,DiasABP,47
-14:35,HR,88
-14:35,MAP,63
-14:35,SysABP,101
-14:40,FiO2,0.5
-14:40,MechVent,1
-14:45,DiasABP,44
-14:45,MAP,58
-14:45,SysABP,92
-15:10,DiasABP,46
-15:10,GCS,10
-15:10,HR,88
-15:10,MAP,62
-15:10,SysABP,98
-15:10,Temp,38.3
-15:10,Urine,150
-15:18,BUN,13
-15:18,Creatinine,1
-15:18,Glucose,64
-15:18,HCO3,32
-15:18,HCT,28.2
-15:18,Platelets,171
-15:18,K,4.6
-15:18,Na,145
-15:18,WBC,48.3
-15:34,pH,7.44
-15:34,PaCO2,47
-15:34,PaO2,71
-15:34,SaO2,96
-16:10,DiasABP,45
-16:10,HR,85
-16:10,MAP,61
-16:10,SysABP,97
-16:10,Temp,38.4
-16:55,FiO2,0.6
-16:55,HR,90
-16:55,Weight,106.9
-17:10,DiasABP,49
-17:10,HR,90
-17:10,MAP,66
-17:10,SysABP,106
-17:10,Temp,38.5
-17:10,Urine,90
-17:10,Weight,106.9
-17:25,DiasABP,48
-17:25,HR,90
-17:25,MAP,65
-17:25,SysABP,101
-17:25,Weight,106.9
-18:10,DiasABP,48
-18:10,HR,90
-18:10,MAP,65
-18:10,SysABP,101
-18:10,Temp,38.5
-18:10,Urine,40
-18:10,Weight,106.9
-19:10,DiasABP,46
-19:10,FiO2,0.6
-19:10,GCS,10
-19:10,HR,90
-19:10,MAP,58
-19:10,MechVent,1
-19:10,SysABP,88
-19:10,Temp,38.6
-19:10,Urine,15
-19:10,Weight,106.9
-19:15,DiasABP,49
-19:15,HR,90
-19:15,MAP,63
-19:15,SysABP,97
-19:15,Weight,106.9
-19:57,pH,7.42
-19:57,PaCO2,50
-19:57,PaO2,80
-19:57,SaO2,96
-20:10,DiasABP,50
-20:10,FiO2,0.6
-20:10,HR,90
-20:10,MAP,64
-20:10,MechVent,1
-20:10,SysABP,93
-20:10,Temp,38.3
-20:10,Urine,25
-20:10,Weight,106.9
-20:30,HCT,27.2
-20:30,Platelets,165
-20:30,WBC,61.3
-20:52,pH,7.4
-20:52,PaCO2,48
-20:52,PaO2,94
-20:52,SaO2,98
-21:10,DiasABP,49
-21:10,FiO2,0.6
-21:10,HR,90
-21:10,MAP,61
-21:10,MechVent,1
-21:10,SysABP,86
-21:10,Temp,38.3
-21:10,Urine,80
-21:10,Weight,106.9
-21:25,DiasABP,50
-21:25,HR,90
-21:25,MAP,65
-21:25,NIDiasABP,47
-21:25,NIMAP,66.67
-21:25,NISysABP,106
-21:25,SysABP,98
-21:25,Weight,106.9
-22:10,DiasABP,49
-22:10,HR,90
-22:10,MAP,63
-22:10,SysABP,92
-22:10,Temp,38.2
-22:10,Urine,120
-22:10,Weight,106.9
-23:10,DiasABP,50
-23:10,GCS,11
-23:10,HR,90
-23:10,MAP,66
-23:10,SysABP,98
-23:10,Temp,38.1
-23:10,Urine,40
-23:10,Weight,106.9
-23:25,DiasABP,49
-23:25,HR,90
-23:25,MAP,66
-23:25,SysABP,99
-23:25,Temp,38.1
-23:25,Weight,106.9
-23:40,DiasABP,52
-23:40,HR,90
-23:40,MAP,69
-23:40,SysABP,103
-23:40,Temp,38.1
-23:40,Weight,106.9
-23:44,pH,7.4
-23:44,PaCO2,49
-23:44,PaO2,80
-23:44,SaO2,96
-23:55,DiasABP,51
-23:55,HR,90
-23:55,MAP,67
-23:55,SysABP,102
-23:55,Temp,38.1
-23:55,Weight,106.9
-24:10,DiasABP,56
-24:10,FiO2,0.6
-24:10,HR,90
-24:10,MAP,77
-24:10,MechVent,1
-24:10,SysABP,122
-24:10,Temp,38.2
-24:10,Urine,80
-24:10,Weight,106.9
-25:09,pH,7.41
-25:09,PaCO2,45
-25:09,PaO2,73
-25:09,SaO2,95
-25:10,DiasABP,52
-25:10,HR,90
-25:10,MAP,68
-25:10,SysABP,102
-25:10,Temp,38.2
-25:10,Urine,40
-25:10,Weight,106.9
-26:10,DiasABP,54
-26:10,FiO2,0.7
-26:10,HR,90
-26:10,MAP,69
-26:10,MechVent,1
-26:10,SysABP,102
-26:10,Temp,38.3
-26:10,Urine,70
-26:10,Weight,106.9
-27:10,DiasABP,54
-27:10,HR,90
-27:10,MAP,67
-27:10,SysABP,90
-27:10,Temp,38.7
-27:10,Urine,35
-27:10,Weight,106.9
-28:02,Mg,2.1
-28:10,DiasABP,55
-28:10,GCS,11
-28:10,HR,90
-28:10,MAP,69
-28:10,SysABP,100
-28:10,Temp,38.7
-28:10,Urine,20
-28:10,Weight,106.9
-28:18,pH,7.4
-28:18,PaCO2,45
-28:18,PaO2,78
-28:18,SaO2,96
-29:10,DiasABP,56
-29:10,FiO2,0.7
-29:10,HR,90
-29:10,MAP,71
-29:10,MechVent,1
-29:10,SysABP,102
-29:10,Temp,38.4
-29:10,Urine,0
-29:10,Weight,106.9
-29:28,BUN,18
-29:28,Creatinine,1.5
-29:40,pH,7.42
-29:40,PaCO2,43
-29:40,PaO2,81
-29:40,SaO2,97
-30:10,DiasABP,57
-30:10,HR,90
-30:10,MAP,73
-30:10,SysABP,104
-30:10,Temp,38.3
-30:10,Urine,140
-30:10,Weight,106.9
-31:10,DiasABP,57
-31:10,GCS,11
-31:10,HR,90
-31:10,MAP,72
-31:10,SysABP,102
-31:10,Temp,38.2
-31:10,Urine,100
-31:10,Weight,106.9
-31:12,HCT,30.6
-31:12,Platelets,168
-31:12,WBC,68
-31:28,pH,7.42
-31:28,PaCO2,45
-31:28,PaO2,78
-31:28,SaO2,96
-31:29,FiO2,0.7
-31:29,MechVent,1
-32:10,DiasABP,64
-32:10,HR,90
-32:10,MAP,83
-32:10,SysABP,122
-32:10,Temp,38.2
-32:10,Urine,50
-32:10,Weight,106.9
-33:10,DiasABP,53
-33:10,HR,90
-33:10,MAP,69
-33:10,SysABP,99
-33:10,Temp,38.1
-33:10,Urine,30
-33:10,Weight,106.9
-34:10,DiasABP,52
-34:10,HR,90
-34:10,MAP,70
-34:10,SysABP,101
-34:10,Temp,38.1
-34:10,Urine,35
-34:10,Weight,106.9
-35:10,DiasABP,57
-35:10,GCS,11
-35:10,HR,90
-35:10,MAP,74
-35:10,SysABP,110
-35:10,Temp,38.1
-35:10,Urine,35
-35:10,Weight,106.9
-35:32,FiO2,0.7
-35:32,MechVent,1
-36:10,DiasABP,53
-36:10,HR,90
-36:10,MAP,71
-36:10,SysABP,103
-36:10,Temp,38.1
-36:10,Urine,60
-36:10,Weight,106.9
-36:45,BUN,22
-36:45,Creatinine,1.6
-36:45,Glucose,123
-36:45,HCO3,28
-36:45,HCT,29
-36:45,Mg,2
-36:45,Platelets,160
-36:45,K,4.4
-36:45,Na,143
-36:45,WBC,59.7
-37:10,DiasABP,54
-37:10,HR,90
-37:10,MAP,71
-37:10,SysABP,103
-37:10,Temp,38.2
-37:10,Urine,40
-37:10,Weight,106.9
-38:10,DiasABP,53
-38:10,HR,90
-38:10,MAP,71
-38:10,SysABP,104
-38:10,Temp,38.2
-38:10,Urine,40
-38:10,Weight,106.9
-38:49,FiO2,0.7
-38:49,MechVent,1
-39:10,DiasABP,53
-39:10,GCS,11
-39:10,HR,90
-39:10,MAP,71
-39:10,SysABP,103
-39:10,Temp,38.2
-39:10,Urine,40
-39:10,Weight,106.9
-40:10,DiasABP,60
-40:10,HR,90
-40:10,MAP,78
-40:10,SysABP,121
-40:10,Temp,38.3
-40:10,Urine,65
-40:10,Weight,106.9
-41:10,DiasABP,54
-41:10,HR,90
-41:10,MAP,71
-41:10,SysABP,104
-41:10,Temp,38.2
-41:10,Urine,60
-41:10,Weight,106.9
-41:17,pH,7.42
-41:17,PaCO2,43
-41:17,PaO2,79
-41:17,SaO2,97
-42:10,DiasABP,46
-42:10,HR,90
-42:10,MAP,62
-42:10,SysABP,102
-42:10,Temp,38.1
-42:10,Urine,30
-42:10,Weight,106.9
-43:10,DiasABP,44
-43:10,FiO2,0.7
-43:10,GCS,11
-43:10,HR,90
-43:10,MAP,63
-43:10,MechVent,1
-43:10,SysABP,113
-43:10,Temp,38.1
-43:10,Urine,30
-43:10,Weight,108.2
-44:10,DiasABP,53
-44:10,HR,90
-44:10,MAP,70
-44:10,SysABP,111
-44:10,Temp,38
-44:10,Urine,35
-44:10,Weight,108.2
-44:32,ALP,71
-44:32,ALT,9
-44:32,AST,42
-44:32,Bilirubin,1.3
-45:10,DiasABP,49
-45:10,FiO2,0.7
-45:10,HR,90
-45:10,MAP,65
-45:10,MechVent,1
-45:10,SysABP,100
-45:10,Temp,37.9
-45:10,Urine,30
-45:10,Weight,108.2
-46:10,DiasABP,50
-46:10,HR,90
-46:10,MAP,67
-46:10,SysABP,108
-46:10,Temp,38
-46:10,Urine,30
-46:10,Weight,108.2
-47:10,DiasABP,52
-47:10,GCS,11
-47:10,HR,90
-47:10,MAP,73
-47:10,SysABP,125
-47:10,Temp,37.9
-47:10,Urine,35
-47:10,Weight,108.2
diff --git a/data/set-a/132659.txt b/data/set-a/132659.txt
deleted file mode 100644
index 8d504b3c3ec5d31faf341ccf387899d8f76a2b9d..0000000000000000000000000000000000000000
--- a/data/set-a/132659.txt
+++ /dev/null
@@ -1,776 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132659
-00:00,Age,78
-00:00,Gender,0
-00:00,Height,165.1
-00:00,ICUType,2
-00:00,Weight,110
-00:42,pH,7.24
-00:42,PaCO2,64
-00:42,PaO2,377
-02:01,pH,7.3
-02:01,HCT,25.6
-02:01,Lactate,4.7
-02:01,Platelets,155
-02:01,PaCO2,44
-02:01,PaO2,210
-02:01,WBC,14
-02:53,pH,7.31
-02:53,PaCO2,40
-02:53,PaO2,238
-02:58,FiO2,1
-02:58,MechVent,1
-03:13,DiasABP,46
-03:13,HR,83
-03:13,MAP,61
-03:13,SysABP,90
-03:13,Temp,35.9
-03:28,DiasABP,45
-03:28,HR,77
-03:28,MAP,58
-03:28,SysABP,87
-03:28,Temp,35.7
-03:28,Urine,60
-03:43,DiasABP,54
-03:43,HR,85
-03:43,MAP,72
-03:43,SysABP,115
-03:43,Temp,35.7
-03:58,DiasABP,43
-03:58,HR,76
-03:58,MAP,58
-03:58,SysABP,95
-03:58,Temp,35.5
-03:58,Urine,70
-04:10,BUN,16
-04:10,Creatinine,0.7
-04:10,HCO3,20
-04:10,HCT,24.8
-04:10,Platelets,123
-04:10,WBC,13.7
-04:13,DiasABP,64
-04:13,FiO2,0.5
-04:13,HR,84
-04:13,MAP,91
-04:13,SysABP,118
-04:13,Temp,34.2
-04:14,pH,7.35
-04:14,PaCO2,38
-04:14,PaO2,272
-04:18,SysABP,75
-04:23,SysABP,66
-04:28,DiasABP,51
-04:28,HR,88
-04:28,MAP,70
-04:28,SysABP,116
-04:28,Temp,35.4
-04:43,DiasABP,44
-04:43,HR,88
-04:43,MAP,60
-04:43,SysABP,99
-04:43,Temp,35.7
-04:58,DiasABP,57
-04:58,HR,88
-04:58,MAP,81
-04:58,SysABP,132
-04:58,Temp,35.5
-04:58,Urine,220
-05:13,DiasABP,51
-05:13,HR,88
-05:13,MAP,70
-05:13,SysABP,114
-05:13,Temp,35.8
-05:28,DiasABP,37
-05:28,HR,88
-05:28,MAP,49
-05:28,SysABP,78
-05:28,Temp,35.8
-05:43,DiasABP,42
-05:43,HR,88
-05:43,MAP,54
-05:43,SysABP,84
-05:43,Temp,35.9
-05:43,Urine,200
-05:58,DiasABP,44
-05:58,FiO2,0.5
-05:58,HR,88
-05:58,MAP,60
-05:58,MechVent,1
-05:58,SysABP,82
-05:58,Temp,35.8
-06:13,DiasABP,44
-06:13,HR,88
-06:13,MAP,60
-06:13,SysABP,98
-06:13,Temp,35.9
-06:28,DiasABP,52
-06:28,HR,88
-06:28,MAP,73
-06:28,SysABP,121
-06:28,Temp,35.8
-06:43,DiasABP,41
-06:43,HR,88
-06:43,MAP,54
-06:43,SysABP,89
-06:43,Temp,36
-06:58,DiasABP,42
-06:58,HR,88
-06:58,MAP,58
-06:58,SysABP,95
-06:58,Temp,36
-06:58,Urine,240
-07:13,DiasABP,43
-07:13,HR,88
-07:13,MAP,55
-07:13,SysABP,83
-07:13,Temp,36.2
-07:28,DiasABP,43
-07:28,HR,88
-07:28,MAP,54
-07:28,SysABP,80
-07:28,Temp,36.3
-07:58,DiasABP,72
-07:58,GCS,10
-07:58,HR,88
-07:58,MAP,95
-07:58,SysABP,142
-07:58,Temp,36.3
-07:58,Urine,100
-08:04,HCT,37.7
-08:10,pH,7.4
-08:10,PaCO2,32
-08:10,PaO2,152
-08:13,DiasABP,57
-08:13,HR,88
-08:13,MAP,58
-08:13,SysABP,85
-08:13,Temp,36.5
-08:23,DiasABP,39
-08:23,SysABP,69
-08:58,DiasABP,69
-08:58,HR,88
-08:58,MAP,94
-08:58,SysABP,147
-08:58,Temp,36
-08:58,Urine,110
-09:58,DiasABP,63
-09:58,HR,89
-09:58,MAP,79
-09:58,SysABP,121
-09:58,Temp,36.4
-09:58,Urine,80
-10:10,Lactate,2.5
-10:58,DiasABP,39
-10:58,HR,88
-10:58,MAP,46
-10:58,MechVent,1
-10:58,SysABP,66
-10:58,Temp,36.5
-10:58,Urine,45
-11:13,DiasABP,64
-11:13,HR,88
-11:13,MAP,84
-11:13,SysABP,127
-11:13,Temp,36.4
-11:21,pH,7.41
-11:21,PaCO2,30
-11:21,PaO2,137
-11:28,DiasABP,52
-11:28,HR,88
-11:28,MAP,65
-11:28,SysABP,98
-11:28,Temp,36.5
-11:58,DiasABP,62
-11:58,HR,88
-11:58,MAP,79
-11:58,SysABP,120
-11:58,Temp,36.4
-11:58,Urine,90
-12:28,DiasABP,52
-12:28,HR,88
-12:28,MAP,66
-12:28,SysABP,99
-12:28,Temp,36.4
-12:58,DiasABP,57
-12:58,HR,88
-12:58,MAP,73
-12:58,SysABP,111
-12:58,Temp,36.4
-12:58,Urine,40
-13:01,pH,7.37
-13:01,PaCO2,35
-13:01,PaO2,133
-13:28,DiasABP,53
-13:28,HR,88
-13:28,MAP,67
-13:28,SysABP,100
-13:28,Temp,36.5
-13:58,DiasABP,51
-13:58,FiO2,0.5
-13:58,GCS,3
-13:58,HR,91
-13:58,MAP,61
-13:58,MechVent,1
-13:58,SysABP,84
-13:58,Temp,36.4
-13:58,Urine,80
-14:03,DiasABP,59
-14:03,HR,91
-14:03,MAP,70
-14:03,SysABP,97
-14:03,Temp,36.3
-14:08,DiasABP,61
-14:08,HR,91
-14:08,MAP,72
-14:08,SysABP,100
-14:08,Temp,36.1
-14:20,pH,7.44
-14:20,DiasABP,63
-14:20,HR,91
-14:20,MAP,74
-14:20,PaCO2,31
-14:20,PaO2,129
-14:20,SysABP,102
-14:20,SaO2,98
-14:20,Temp,36.4
-14:43,DiasABP,55
-14:43,HR,91
-14:43,MAP,65
-14:43,SysABP,89
-14:43,Temp,36.5
-14:58,DiasABP,58
-14:58,HR,91
-14:58,MAP,69
-14:58,SysABP,95
-14:58,Temp,36.6
-14:58,Urine,35
-15:28,DiasABP,59
-15:28,HR,87
-15:28,MAP,72
-15:28,SysABP,105
-15:28,Temp,36.6
-15:58,DiasABP,57
-15:58,HR,91
-15:58,MAP,72
-15:58,SysABP,110
-15:58,Temp,36.4
-15:58,Urine,25
-16:18,DiasABP,56
-16:18,HR,80
-16:18,MAP,72
-16:18,SysABP,115
-16:18,Temp,36.4
-16:44,ALP,83
-16:44,ALT,118
-16:44,AST,195
-16:44,Bilirubin,0.8
-16:44,BUN,15
-16:44,Creatinine,0.8
-16:44,HCO3,20
-16:44,HCT,32.8
-16:44,Mg,2.4
-16:44,Platelets,132
-16:44,Na,135
-16:44,WBC,11.8
-16:56,pH,7.38
-16:56,PaCO2,33
-16:56,PaO2,93
-16:56,SaO2,96
-16:58,DiasABP,53
-16:58,HR,80
-16:58,MAP,69
-16:58,SysABP,112
-16:58,Temp,36.2
-16:58,Urine,35
-17:58,DiasABP,57
-17:58,FiO2,0.5
-17:58,GCS,3
-17:58,HR,70
-17:58,MAP,80
-17:58,MechVent,1
-17:58,SysABP,133
-17:58,Temp,36.3
-17:58,Urine,45
-18:11,pH,7.39
-18:11,Lactate,3.2
-18:11,PaCO2,35
-18:11,PaO2,153
-18:11,SaO2,98
-18:13,FiO2,1
-18:24,FiO2,0.5
-18:24,MechVent,1
-18:28,DiasABP,47
-18:28,HR,88
-18:28,MAP,64
-18:28,SysABP,109
-18:28,Temp,36.2
-18:58,DiasABP,53
-18:58,HR,88
-18:58,MAP,75
-18:58,SysABP,124
-18:58,Temp,36.1
-18:58,Urine,40
-18:58,Weight,126.8
-19:16,pH,7.38
-19:16,PaCO2,31
-19:16,PaO2,81
-19:39,HCT,29.4
-19:53,pH,7.4
-19:53,Lactate,3.4
-19:53,PaCO2,31
-19:53,PaO2,84
-19:53,SaO2,96
-19:58,DiasABP,51
-19:58,HR,88
-19:58,MAP,72
-19:58,SysABP,119
-19:58,Temp,36
-19:58,Urine,30
-19:58,Weight,126.8
-20:28,DiasABP,44
-20:28,HR,88
-20:28,MAP,58
-20:28,SysABP,97
-20:28,Temp,36.4
-20:28,Weight,126.8
-20:58,DiasABP,45
-20:58,HR,88
-20:58,MAP,60
-20:58,SysABP,98
-20:58,Temp,36.6
-20:58,Urine,20
-20:58,Weight,126.8
-21:13,DiasABP,51
-21:13,HR,88
-21:13,MAP,71
-21:13,SysABP,115
-21:13,Temp,36.8
-21:13,Weight,126.8
-21:28,DiasABP,49
-21:28,HR,88
-21:28,MAP,68
-21:28,SysABP,111
-21:28,Temp,36.8
-21:28,Weight,126.8
-21:40,Albumin,2.7
-21:40,ALP,70
-21:40,ALT,87
-21:40,AST,132
-21:40,Bilirubin,0.8
-21:55,Lactate,3.6
-21:58,DiasABP,47
-21:58,FiO2,0.5
-21:58,GCS,6
-21:58,HR,89
-21:58,MAP,66
-21:58,MechVent,1
-21:58,SysABP,109
-21:58,Temp,36.9
-21:58,Urine,30
-21:58,Weight,126.8
-22:58,DiasABP,51
-22:58,GCS,6
-22:58,HR,88
-22:58,MAP,67
-22:58,SysABP,107
-22:58,Temp,37.1
-22:58,Urine,32
-22:58,Weight,126.8
-23:07,pH,7.38
-23:07,PaCO2,38
-23:07,PaO2,81
-23:07,SaO2,95
-23:13,DiasABP,45
-23:13,HR,88
-23:13,MAP,60
-23:13,SysABP,100
-23:13,Temp,37.1
-23:13,Weight,126.8
-23:28,DiasABP,47
-23:28,HR,88
-23:28,MAP,68
-23:28,SysABP,95
-23:28,Temp,37.1
-23:28,Weight,126.8
-23:58,DiasABP,56
-23:58,HR,88
-23:58,MAP,74
-23:58,SysABP,113
-23:58,Temp,37.1
-23:58,Urine,30
-23:58,Weight,126.8
-24:28,DiasABP,44
-24:28,HR,88
-24:28,MAP,53
-24:28,SysABP,67
-24:28,Temp,37.2
-24:28,Weight,126.8
-24:47,HCT,29.2
-24:58,DiasABP,55
-24:58,FiO2,0.5
-24:58,HR,88
-24:58,MAP,70
-24:58,MechVent,1
-24:58,NIDiasABP,41
-24:58,NIMAP,59
-24:58,NISysABP,94
-24:58,SysABP,101
-24:58,Temp,37.2
-24:58,Urine,15
-24:58,Weight,126.8
-25:05,Lactate,1.6
-25:53,Glucose,81
-25:53,Mg,2.2
-25:53,K,4.8
-25:58,DiasABP,49
-25:58,GCS,10
-25:58,HR,88
-25:58,MAP,66
-25:58,NIDiasABP,37
-25:58,NIMAP,61
-25:58,NISysABP,117
-25:58,SysABP,107
-25:58,Temp,37.3
-25:58,Urine,22
-25:58,Weight,126.8
-26:58,DiasABP,53
-26:58,HR,88
-26:58,MAP,73
-26:58,NIDiasABP,43
-26:58,NIMAP,67
-26:58,NISysABP,118
-26:58,SysABP,121
-26:58,Temp,37.3
-26:58,Urine,10
-26:58,Weight,126.8
-27:28,DiasABP,51
-27:28,GCS,10
-27:28,HR,88
-27:28,MAP,71
-27:28,SysABP,120
-27:28,Temp,37.3
-27:28,Weight,126.8
-27:58,DiasABP,47
-27:58,HR,88
-27:58,MAP,64
-27:58,NIDiasABP,28
-27:58,NIMAP,54
-27:58,NISysABP,111
-27:58,SysABP,107
-27:58,Temp,37.4
-27:58,Urine,35
-27:58,Weight,126.8
-28:03,HCT,28.4
-28:16,pH,7.42
-28:16,Lactate,1.3
-28:16,PaCO2,36
-28:16,PaO2,83
-28:16,SaO2,96
-28:28,DiasABP,48
-28:28,SysABP,111
-28:58,DiasABP,50
-28:58,FiO2,0.5
-28:58,HR,88
-28:58,MAP,68
-28:58,MechVent,1
-28:58,SysABP,114
-28:58,Temp,37.5
-28:58,Urine,12
-28:58,Weight,126.8
-29:13,DiasABP,53
-29:13,MAP,98
-29:13,SysABP,123
-29:28,DiasABP,36
-29:28,MAP,45
-29:28,SysABP,69
-29:43,DiasABP,47
-29:43,MAP,65
-29:43,SysABP,110
-29:58,DiasABP,46
-29:58,GCS,11
-29:58,HR,88
-29:58,MAP,62
-29:58,SysABP,105
-29:58,Temp,37.6
-29:58,Urine,13
-29:58,Weight,126.8
-30:43,DiasABP,52
-30:43,MAP,70
-30:43,SysABP,112
-30:58,DiasABP,51
-30:58,FiO2,0.5
-30:58,HR,89
-30:58,MAP,68
-30:58,MechVent,1
-30:58,SysABP,112
-30:58,Temp,37.6
-30:58,Urine,25
-30:58,Weight,126.8
-31:28,DiasABP,48
-31:28,MAP,64
-31:28,SysABP,102
-31:29,pH,7.39
-31:29,Lactate,1.1
-31:29,PaCO2,30
-31:29,PaO2,93
-31:29,SaO2,97
-31:43,DiasABP,50
-31:43,MAP,68
-31:43,SysABP,112
-31:58,DiasABP,49
-31:58,HR,88
-31:58,MAP,67
-31:58,MechVent,1
-31:58,SysABP,115
-31:58,Temp,37.6
-31:58,Urine,70
-31:58,Weight,126.8
-32:01,BUN,17
-32:01,Creatinine,1.1
-32:01,Glucose,103
-32:18,FiO2,1
-32:43,FiO2,0.7
-32:57,pH,7.4
-32:57,PaCO2,32
-32:57,PaO2,89
-32:57,SaO2,96
-32:58,DiasABP,46
-32:58,HR,88
-32:58,MAP,65
-32:58,SysABP,113
-32:58,Temp,37.6
-32:58,Urine,70
-32:58,Weight,126.8
-33:43,DiasABP,52
-33:43,MAP,70
-33:43,SysABP,115
-33:58,DiasABP,52
-33:58,FiO2,1
-33:58,GCS,15
-33:58,HR,88
-33:58,MAP,69
-33:58,SysABP,109
-33:58,Temp,37.5
-33:58,Urine,120
-33:58,Weight,126.8
-34:08,DiasABP,44
-34:08,MAP,56
-34:08,SysABP,92
-34:58,DiasABP,54
-34:58,FiO2,1
-34:58,HR,88
-34:58,MAP,69
-34:58,SysABP,99
-34:58,Temp,37.5
-34:58,Urine,40
-34:58,Weight,126.8
-35:58,DiasABP,51
-35:58,HR,86
-35:58,MAP,69
-35:58,SysABP,109
-35:58,Temp,37.4
-35:58,Urine,80
-35:58,Weight,126.8
-36:25,pH,7.38
-36:25,SaO2,98
-36:28,DiasABP,53
-36:28,MAP,60
-36:28,SysABP,71
-36:58,DiasABP,45
-36:58,FiO2,0.5
-36:58,HR,65
-36:58,MAP,56
-36:58,SysABP,75
-36:58,Temp,37.4
-36:58,Urine,50
-36:58,Weight,126.8
-37:02,HCT,23.8
-37:13,DiasABP,0
-37:13,MAP,110
-37:13,NIDiasABP,27
-37:13,NIMAP,52
-37:13,NISysABP,100
-37:13,SysABP,0
-37:28,DiasABP,72
-37:28,MAP,73
-37:28,NIDiasABP,34
-37:28,NIMAP,60
-37:28,NISysABP,108
-37:28,SysABP,76
-37:43,HR,64
-37:43,NIDiasABP,31
-37:43,NIMAP,56
-37:43,NISysABP,108
-37:43,Weight,126.8
-37:58,FiO2,0.5
-37:58,GCS,15
-37:58,HR,88
-37:58,NIDiasABP,35
-37:58,NIMAP,60
-37:58,NISysABP,110
-37:58,Temp,37.4
-37:58,Urine,110
-37:58,Weight,126.8
-38:13,HR,88
-38:13,NIDiasABP,26
-38:13,NIMAP,52
-38:13,NISysABP,106
-38:13,Weight,126.8
-38:28,HR,88
-38:28,NIDiasABP,28
-38:28,NIMAP,56
-38:28,NISysABP,120
-38:28,Weight,126.8
-38:43,HR,83
-38:43,NIDiasABP,26
-38:43,NIMAP,51
-38:43,NISysABP,105
-38:43,Weight,126.8
-38:58,HR,66
-38:58,NIDiasABP,18
-38:58,NIMAP,41
-38:58,NISysABP,88
-38:58,Urine,70
-38:58,Weight,126.8
-39:28,HR,73
-39:28,NIDiasABP,26
-39:28,NIMAP,50
-39:28,NISysABP,102
-39:28,Weight,126.8
-39:58,HR,88
-39:58,NIDiasABP,27
-39:58,NIMAP,53
-39:58,NISysABP,104
-39:58,SaO2,97
-39:58,Urine,70
-39:58,Weight,126.8
-40:04,BUN,19
-40:04,Creatinine,1.2
-40:04,Glucose,92
-40:04,HCO3,23
-40:04,HCT,31.3
-40:04,Mg,2.4
-40:04,Platelets,68
-40:04,K,5.1
-40:04,Na,134
-40:04,WBC,12.5
-40:21,HR,88
-40:21,Lactate,1.4
-40:21,NIDiasABP,32
-40:21,NIMAP,52
-40:21,NISysABP,107
-40:21,Temp,37.3
-40:21,Weight,126.8
-40:58,HR,88
-40:58,NIDiasABP,32
-40:58,NIMAP,52
-40:58,NISysABP,107
-40:58,Temp,37.4
-40:58,Urine,120
-40:58,Weight,126.8
-41:13,HR,58
-41:13,NIDiasABP,45
-41:13,NIMAP,67
-41:13,NISysABP,108
-41:13,Weight,126.8
-41:28,HR,64
-41:28,NIDiasABP,17
-41:28,NIMAP,35
-41:28,NISysABP,75
-41:28,Weight,126.8
-41:43,HR,63
-41:43,NIDiasABP,26
-41:43,NIMAP,48
-41:43,NISysABP,94
-41:43,Weight,126.8
-41:58,GCS,15
-41:58,HR,64
-41:58,NIDiasABP,27
-41:58,NIMAP,51
-41:58,NISysABP,94
-41:58,Temp,37.5
-41:58,Urine,60
-41:58,Weight,126.8
-42:00,HR,63
-42:00,Temp,37.5
-42:00,Weight,126.8
-42:13,HR,63
-42:13,NIDiasABP,31
-42:13,NIMAP,55
-42:13,NISysABP,102
-42:13,Weight,126.8
-42:28,HR,62
-42:28,NIDiasABP,51
-42:28,NIMAP,71
-42:28,NISysABP,107
-42:28,Weight,126.8
-42:58,HR,64
-42:58,NIDiasABP,41
-42:58,NIMAP,66
-42:58,NISysABP,115
-42:58,Temp,37.6
-42:58,Urine,30
-42:58,Weight,128.4
-43:58,HR,64
-43:58,NIDiasABP,32
-43:58,NIMAP,53
-43:58,NISysABP,103
-43:58,Temp,36.8
-43:58,Urine,30
-43:58,Weight,128.4
-44:03,Lactate,1.3
-44:58,HR,65
-44:58,NIDiasABP,32
-44:58,NIMAP,57
-44:58,NISysABP,104
-44:58,Temp,37.6
-44:58,Urine,25
-44:58,Weight,128.4
-45:58,FiO2,0.5
-45:58,GCS,14
-45:58,HR,65
-45:58,NIDiasABP,31
-45:58,NIMAP,53
-45:58,NISysABP,103
-45:58,Temp,37.6
-45:58,Urine,30
-45:58,Weight,128.4
-46:18,HR,91
-46:18,NIDiasABP,43
-46:18,NIMAP,69
-46:18,NISysABP,117
-46:18,Weight,128.4
-46:28,HR,91
-46:28,NIDiasABP,40
-46:28,NISysABP,108
-46:28,Weight,128.4
-46:43,HR,91
-46:43,NIDiasABP,30
-46:43,NIMAP,51
-46:43,NISysABP,96
-46:43,Weight,128.4
-46:58,FiO2,0.7
-46:58,HR,91
-46:58,NIDiasABP,35
-46:58,NIMAP,57
-46:58,NISysABP,103
-46:58,Temp,37.4
-46:58,Urine,55
-46:58,Weight,128.4
-47:28,HR,91
-47:28,NIDiasABP,36
-47:28,NIMAP,58
-47:28,NISysABP,107
-47:28,Weight,128.4
-47:43,HR,91
-47:43,NIDiasABP,57
-47:43,NIMAP,71
-47:43,NISysABP,95
-47:43,Weight,128.4
-47:58,FiO2,1
-47:58,HR,110
-47:58,NIDiasABP,27
-47:58,NIMAP,42
-47:58,NISysABP,77
-47:58,Temp,37.3
-47:58,Weight,128.4
diff --git a/data/set-a/132662.txt b/data/set-a/132662.txt
deleted file mode 100644
index f968daf7fca4a575a00faf5bccd06653f85c6197..0000000000000000000000000000000000000000
--- a/data/set-a/132662.txt
+++ /dev/null
@@ -1,428 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132662
-00:00,Age,46
-00:00,Gender,0
-00:00,Height,172.7
-00:00,ICUType,2
-00:00,Weight,77
-00:18,Urine,1100
-00:27,pH,7.41
-00:27,PaCO2,37
-00:27,PaO2,249
-01:13,MechVent,1
-01:18,DiasABP,66
-01:18,GCS,3
-01:18,HR,88
-01:18,MAP,86
-01:18,SysABP,116
-01:18,Temp,35.2
-01:18,Urine,160
-01:29,pH,7.38
-01:29,PaCO2,38
-01:29,PaO2,323
-01:29,SaO2,99
-01:33,DiasABP,62
-01:33,HR,63
-01:33,MAP,80
-01:33,SysABP,109
-01:48,DiasABP,67
-01:48,HR,67
-01:48,MAP,87
-01:48,SysABP,117
-02:03,DiasABP,70
-02:03,HR,72
-02:03,MAP,90
-02:03,SysABP,121
-02:18,DiasABP,61
-02:18,HR,64
-02:18,MAP,81
-02:18,SysABP,111
-02:18,Temp,35.5
-02:18,Urine,300
-03:18,DiasABP,56
-03:18,HR,82
-03:18,MAP,76
-03:18,MechVent,1
-03:18,SysABP,107
-03:18,Temp,35.8
-03:18,Urine,400
-04:18,DiasABP,65
-04:18,GCS,11
-04:18,HR,82
-04:18,MAP,83
-04:18,MechVent,1
-04:18,SysABP,113
-04:18,Temp,36.4
-04:18,Urine,180
-04:57,pH,7.38
-04:57,PaCO2,41
-04:57,PaO2,142
-05:18,DiasABP,63
-05:18,HR,82
-05:18,MAP,81
-05:18,MechVent,1
-05:18,SysABP,109
-05:18,Urine,200
-06:03,DiasABP,49
-06:03,HR,81
-06:03,MAP,62
-06:03,SysABP,85
-06:18,DiasABP,48
-06:18,HR,82
-06:18,MAP,60
-06:18,SysABP,82
-06:18,Urine,120
-06:48,DiasABP,56
-06:48,HR,82
-06:48,MAP,72
-06:48,SysABP,100
-06:56,pH,7.42
-06:56,PaCO2,36
-06:56,PaO2,85
-07:18,DiasABP,55
-07:18,HR,82
-07:18,MAP,71
-07:18,SysABP,98
-07:18,Urine,220
-08:18,DiasABP,52
-08:18,HR,82
-08:18,MAP,68
-08:18,SysABP,96
-08:18,Urine,110
-09:18,DiasABP,52
-09:18,HR,82
-09:18,MAP,68
-09:18,SysABP,98
-09:18,Urine,200
-10:18,DiasABP,54
-10:18,HR,82
-10:18,MAP,71
-10:18,SysABP,102
-10:18,Urine,200
-11:18,DiasABP,53
-11:18,HR,82
-11:18,MAP,71
-11:18,SysABP,106
-11:18,Urine,240
-12:03,BUN,6
-12:03,Creatinine,0.5
-12:03,Glucose,111
-12:03,HCT,26.8
-12:03,K,4.6
-12:18,DiasABP,46
-12:18,HR,67
-12:18,MAP,63
-12:18,MechVent,1
-12:18,SysABP,96
-12:18,Urine,200
-13:14,pH,7.43
-13:18,DiasABP,44
-13:18,HR,69
-13:18,MAP,60
-13:18,SysABP,96
-13:18,Temp,37.4
-13:18,Urine,140
-14:18,DiasABP,45
-14:18,HR,78
-14:18,MAP,60
-14:18,SysABP,95
-15:18,DiasABP,43
-15:18,HR,73
-15:18,MAP,58
-15:18,NIDiasABP,43
-15:18,NIMAP,60
-15:18,NISysABP,94
-15:18,SysABP,92
-15:18,Temp,37.4
-15:18,Urine,90
-16:18,DiasABP,44
-16:18,HR,74
-16:18,MAP,58
-16:18,NIDiasABP,46
-16:18,NIMAP,59.33
-16:18,NISysABP,86
-16:18,SysABP,94
-16:18,Urine,23
-16:18,Weight,81.5
-17:18,DiasABP,47
-17:18,HR,85
-17:18,MAP,64
-17:18,NIDiasABP,45
-17:18,NIMAP,62.67
-17:18,NISysABP,98
-17:18,SysABP,112
-17:18,Urine,14
-17:18,Weight,81.5
-18:18,DiasABP,42
-18:18,HR,72
-18:18,MAP,57
-18:18,NIDiasABP,49
-18:18,NIMAP,62.33
-18:18,NISysABP,89
-18:18,SysABP,98
-18:18,Weight,81.5
-19:18,DiasABP,48
-19:18,GCS,15
-19:18,HR,76
-19:18,MAP,63
-19:18,NIDiasABP,55
-19:18,NIMAP,67.67
-19:18,NISysABP,93
-19:18,SysABP,109
-19:18,Temp,37.7
-19:18,Urine,90
-19:18,Weight,81.5
-20:18,DiasABP,43
-20:18,HR,80
-20:18,MAP,46
-20:18,NIDiasABP,47
-20:18,NIMAP,64.33
-20:18,NISysABP,99
-20:18,SysABP,86
-20:18,Weight,81.5
-21:18,DiasABP,50
-21:18,HR,86
-21:18,MAP,67
-21:18,NIDiasABP,41
-21:18,NIMAP,55
-21:18,NISysABP,83
-21:18,SysABP,113
-21:18,Urine,60
-21:18,Weight,81.5
-22:18,DiasABP,47
-22:18,HR,79
-22:18,MAP,61
-22:18,NIDiasABP,54
-22:18,NIMAP,68
-22:18,NISysABP,96
-22:18,SysABP,98
-22:18,Urine,380
-22:18,Weight,81.5
-22:45,pH,7.47
-23:18,DiasABP,42
-23:18,GCS,15
-23:18,HR,73
-23:18,MAP,55
-23:18,NIDiasABP,42
-23:18,NIMAP,57
-23:18,NISysABP,87
-23:18,SysABP,92
-23:18,Temp,37.1
-23:18,Urine,140
-23:18,Weight,81.5
-24:18,DiasABP,44
-24:18,HR,75
-24:18,MAP,60
-24:18,SysABP,103
-24:18,Urine,160
-24:18,Weight,81.5
-25:18,DiasABP,49
-25:18,HR,83
-25:18,MAP,64
-25:18,NIDiasABP,44
-25:18,NIMAP,61
-25:18,NISysABP,95
-25:18,SysABP,97
-25:18,Urine,210
-25:18,Weight,81.5
-27:18,DiasABP,46
-27:18,GCS,15
-27:18,HR,83
-27:18,MAP,64
-27:18,NIDiasABP,21
-27:18,NIMAP,47.33
-27:18,NISysABP,100
-27:18,SysABP,104
-27:18,Urine,400
-27:18,Weight,81.5
-28:18,DiasABP,38
-28:18,HR,75
-28:18,MAP,51
-28:18,NIDiasABP,41
-28:18,NIMAP,55
-28:18,NISysABP,83
-28:18,SysABP,87
-28:18,Urine,120
-28:18,Weight,81.5
-28:48,DiasABP,36
-28:48,HR,73
-28:48,MAP,49
-28:48,NIDiasABP,33
-28:48,NIMAP,50.67
-28:48,NISysABP,86
-28:48,SysABP,83
-28:48,Weight,81.5
-29:18,DiasABP,42
-29:18,HR,73
-29:18,MAP,57
-29:18,NIDiasABP,36
-29:18,NIMAP,50.33
-29:18,NISysABP,79
-29:18,SysABP,97
-29:18,Urine,40
-29:18,Weight,81.5
-30:18,DiasABP,41
-30:18,HR,69
-30:18,MAP,57
-30:18,NIDiasABP,41
-30:18,NIMAP,54.33
-30:18,NISysABP,81
-30:18,SysABP,92
-30:18,Urine,25
-30:18,Weight,81.5
-31:18,DiasABP,47
-31:18,GCS,15
-31:18,HR,75
-31:18,MAP,66
-31:18,NIDiasABP,44
-31:18,NIMAP,60.67
-31:18,NISysABP,94
-31:18,SysABP,106
-31:18,Temp,37
-31:18,Urine,25
-31:18,Weight,81.5
-32:18,DiasABP,44
-32:18,HR,68
-32:18,MAP,62
-32:18,NIDiasABP,50
-32:18,NIMAP,66.33
-32:18,NISysABP,99
-32:18,SysABP,101
-32:18,Urine,100
-32:18,Weight,81.5
-33:18,DiasABP,47
-33:18,HR,73
-33:18,MAP,67
-33:18,NIDiasABP,45
-33:18,NIMAP,61.33
-33:18,NISysABP,94
-33:18,SysABP,106
-33:18,Urine,100
-33:18,Weight,81.5
-34:18,DiasABP,44
-34:18,HR,71
-34:18,MAP,62
-34:18,NIDiasABP,42
-34:18,NIMAP,61
-34:18,NISysABP,99
-34:18,SysABP,97
-34:18,Urine,170
-34:18,Weight,81.5
-35:18,BUN,9
-35:18,Creatinine,0.5
-35:18,DiasABP,44
-35:18,Glucose,107
-35:18,HCO3,25
-35:18,HCT,21.9
-35:18,HR,74
-35:18,MAP,62
-35:18,Platelets,188
-35:18,K,4.1
-35:18,Na,140
-35:18,SysABP,93
-35:18,Urine,100
-35:18,WBC,10.1
-35:18,Weight,81.5
-35:27,PaCO2,36
-35:27,PaO2,65
-36:18,DiasABP,49
-36:18,HR,80
-36:18,MAP,69
-36:18,NIDiasABP,44
-36:18,NIMAP,63.67
-36:18,NISysABP,103
-36:18,SysABP,114
-36:18,Weight,81.5
-37:18,DiasABP,44
-37:18,HR,78
-37:18,MAP,61
-37:18,NIDiasABP,42
-37:18,NIMAP,59.67
-37:18,NISysABP,95
-37:18,SysABP,95
-37:18,Urine,360
-37:18,Weight,81.5
-38:18,DiasABP,45
-38:18,HR,78
-38:18,MAP,63
-38:18,NIDiasABP,46
-38:18,NIMAP,64.33
-38:18,NISysABP,101
-38:18,SysABP,96
-38:18,Weight,81.5
-39:18,DiasABP,48
-39:18,HR,80
-39:18,MAP,65
-39:18,NIDiasABP,42
-39:18,NIMAP,58.67
-39:18,NISysABP,92
-39:18,SysABP,100
-39:18,Weight,81.5
-40:18,DiasABP,46
-40:18,HR,78
-40:18,MAP,62
-40:18,NIDiasABP,55
-40:18,NIMAP,70
-40:18,NISysABP,100
-40:18,SysABP,94
-40:18,Urine,320
-40:18,Weight,81.5
-41:18,DiasABP,44
-41:18,GCS,15
-41:18,HR,80
-41:18,MAP,61
-41:18,NIDiasABP,47
-41:18,NIMAP,65.67
-41:18,NISysABP,103
-41:18,SysABP,95
-41:18,Temp,36.8
-41:18,Weight,81.5
-42:18,DiasABP,47
-42:18,HR,93
-42:18,MAP,62
-42:18,SysABP,92
-42:18,Urine,320
-42:18,Weight,81.5
-43:18,DiasABP,46
-43:18,HR,82
-43:18,MAP,62
-43:18,NIDiasABP,48
-43:18,NIMAP,67.67
-43:18,NISysABP,107
-43:18,SysABP,97
-43:18,Weight,81.5
-44:08,HCT,22.9
-44:18,DiasABP,52
-44:18,HR,93
-44:18,MAP,70
-44:18,NIDiasABP,50
-44:18,NIMAP,66.33
-44:18,NISysABP,99
-44:18,SysABP,106
-44:18,Weight,81.5
-44:19,pH,7.49
-44:19,PaCO2,36
-44:19,PaO2,60
-44:19,SaO2,94
-45:18,DiasABP,48
-45:18,HR,86
-45:18,MAP,64
-45:18,NIDiasABP,41
-45:18,NIMAP,59
-45:18,NISysABP,95
-45:18,SysABP,94
-45:18,Urine,400
-45:18,Weight,81.5
-46:18,DiasABP,51
-46:18,HR,84
-46:18,MAP,69
-46:18,SysABP,121
-46:18,Weight,81.5
-47:18,DiasABP,59
-47:18,GCS,15
-47:18,HR,95
-47:18,MAP,81
-47:18,SysABP,123
-47:18,Temp,37.3
-47:18,Urine,300
-47:18,Weight,81.5
diff --git a/data/set-a/132663.txt b/data/set-a/132663.txt
deleted file mode 100644
index b4e4357561c96ac7be1d80f4ff4582b238eb8199..0000000000000000000000000000000000000000
--- a/data/set-a/132663.txt
+++ /dev/null
@@ -1,471 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132663
-00:00,Age,50
-00:00,Gender,0
-00:00,Height,166.4
-00:00,ICUType,2
-00:00,Weight,59.4
-00:02,GCS,15
-00:02,HR,91
-00:02,NIDiasABP,69
-00:02,NIMAP,89.67
-00:02,NISysABP,131
-00:02,RespRate,11
-00:02,Temp,36.9
-01:02,GCS,15
-01:02,HR,88
-01:02,NIDiasABP,69
-01:02,NIMAP,93.33
-01:02,NISysABP,142
-01:02,RespRate,17
-01:02,Urine,350
-01:02,Weight,59.4
-01:49,BUN,11
-01:49,Creatinine,0.7
-01:49,Glucose,132
-01:49,HCO3,29
-01:49,HCT,37.6
-01:49,Mg,1.8
-01:49,Platelets,222
-01:49,K,3.7
-01:49,Na,142
-01:49,WBC,8.8
-02:02,DiasABP,73
-02:02,GCS,15
-02:02,HR,91
-02:02,MAP,99
-02:02,RespRate,12
-02:02,SysABP,152
-02:02,Weight,59.4
-03:02,DiasABP,67
-03:02,GCS,15
-03:02,HR,85
-03:02,MAP,87
-03:02,RespRate,22
-03:02,SysABP,117
-03:02,Weight,59.4
-04:02,DiasABP,68
-04:02,GCS,15
-04:02,HR,77
-04:02,MAP,90
-04:02,RespRate,14
-04:02,SysABP,120
-04:02,Weight,59.4
-05:02,DiasABP,64
-05:02,GCS,15
-05:02,HR,81
-05:02,MAP,84
-05:02,RespRate,14
-05:02,SysABP,112
-05:02,Temp,37.1
-05:02,Weight,59.4
-06:02,DiasABP,64
-06:02,GCS,15
-06:02,HR,74
-06:02,MAP,84
-06:02,RespRate,14
-06:02,SysABP,112
-06:02,Weight,59.4
-07:02,DiasABP,71
-07:02,GCS,15
-07:02,HR,78
-07:02,MAP,92
-07:02,RespRate,14
-07:02,SysABP,120
-07:02,Urine,400
-07:02,Weight,59.4
-08:02,DiasABP,80
-08:02,HR,75
-08:02,MAP,102
-08:02,RespRate,31
-08:02,SysABP,137
-08:02,Weight,59.4
-09:02,DiasABP,78
-09:02,GCS,15
-09:02,HR,93
-09:02,MAP,104
-09:02,NIDiasABP,81
-09:02,NIMAP,102.7
-09:02,NISysABP,146
-09:02,RespRate,17
-09:02,SysABP,141
-09:02,Temp,37.4
-09:02,Weight,59.4
-10:02,DiasABP,75
-10:02,GCS,15
-10:02,HR,94
-10:02,MAP,99
-10:02,NIDiasABP,71
-10:02,NIMAP,90
-10:02,NISysABP,128
-10:02,RespRate,25
-10:02,SysABP,139
-10:02,Weight,59.4
-11:02,DiasABP,82
-11:02,GCS,15
-11:02,HR,100
-11:02,MAP,108
-11:02,RespRate,14
-11:02,SysABP,152
-11:02,Weight,59.4
-12:02,DiasABP,77
-12:02,GCS,15
-12:02,HR,102
-12:02,MAP,99
-12:02,RespRate,15
-12:02,SysABP,137
-12:02,Urine,400
-12:02,Weight,59.4
-13:02,DiasABP,83
-13:02,GCS,15
-13:02,HR,103
-13:02,MAP,105
-13:02,RespRate,19
-13:02,SysABP,148
-13:02,Temp,37.1
-13:02,Weight,59.4
-14:02,HR,95
-14:02,NIDiasABP,85
-14:02,NIMAP,99.33
-14:02,NISysABP,128
-14:02,Weight,59.4
-15:02,DiasABP,77
-15:02,GCS,15
-15:02,HR,87
-15:02,MAP,100
-15:02,NIDiasABP,65
-15:02,NIMAP,93.67
-15:02,NISysABP,151
-15:02,RespRate,20
-15:02,SysABP,153
-15:02,Weight,59.4
-16:02,DiasABP,76
-16:02,HR,93
-16:02,MAP,98
-16:02,NIDiasABP,74
-16:02,NIMAP,96.33
-16:02,NISysABP,141
-16:02,RespRate,12
-16:02,SysABP,143
-16:02,Weight,59.4
-17:02,DiasABP,76
-17:02,GCS,15
-17:02,HR,106
-17:02,MAP,98
-17:02,NIDiasABP,78
-17:02,NIMAP,103.7
-17:02,NISysABP,155
-17:02,RespRate,16
-17:02,SysABP,157
-17:02,Weight,59.4
-18:02,DiasABP,70
-18:02,HR,116
-18:02,MAP,87
-18:02,NIDiasABP,69
-18:02,NIMAP,95.33
-18:02,NISysABP,148
-18:02,RespRate,16
-18:02,SysABP,148
-18:02,Weight,59.4
-18:32,DiasABP,70
-18:32,HR,114
-18:32,MAP,88
-18:32,NIDiasABP,69
-18:32,NIMAP,97
-18:32,NISysABP,153
-18:32,RespRate,20
-18:32,SysABP,156
-18:32,Weight,59.4
-19:02,DiasABP,61
-19:02,GCS,15
-19:02,HR,117
-19:02,MAP,77
-19:02,NIDiasABP,56
-19:02,NIMAP,74
-19:02,NISysABP,110
-19:02,RespRate,13
-19:02,SysABP,137
-19:02,Weight,59.4
-20:02,DiasABP,63
-20:02,GCS,15
-20:02,HR,101
-20:02,MAP,79
-20:02,NIDiasABP,53
-20:02,NIMAP,73.33
-20:02,NISysABP,114
-20:02,RespRate,14
-20:02,SysABP,132
-20:02,Weight,59.4
-21:02,DiasABP,62
-21:02,GCS,15
-21:02,HR,101
-21:02,MAP,75
-21:02,NIDiasABP,49
-21:02,NIMAP,68
-21:02,NISysABP,106
-21:02,RespRate,14
-21:02,SysABP,125
-21:02,Temp,37.1
-21:02,Urine,400
-21:02,Weight,59.4
-23:47,DiasABP,61
-23:47,HR,96
-23:47,MAP,77
-23:47,RespRate,18
-23:47,SysABP,124
-23:47,Weight,59.4
-24:02,DiasABP,64
-24:02,GCS,15
-24:02,HR,103
-24:02,MAP,84
-24:02,RespRate,17
-24:02,SysABP,142
-24:02,Weight,59.4
-25:02,DiasABP,60
-25:02,GCS,15
-25:02,HR,97
-25:02,MAP,76
-25:02,RespRate,22
-25:02,SysABP,129
-25:02,Temp,37.2
-25:02,Weight,59.4
-26:02,DiasABP,58
-26:02,GCS,15
-26:02,HR,96
-26:02,MAP,71
-26:02,RespRate,14
-26:02,SysABP,116
-26:02,Weight,59.4
-27:02,DiasABP,61
-27:02,GCS,15
-27:02,HR,87
-27:02,MAP,78
-27:02,RespRate,16
-27:02,SysABP,109
-27:02,Weight,59.4
-28:02,DiasABP,56
-28:02,HR,83
-28:02,MAP,73
-28:02,RespRate,21
-28:02,SysABP,120
-28:02,Weight,59.4
-28:32,DiasABP,62
-28:32,HR,82
-28:32,MAP,83
-28:32,RespRate,14
-28:32,SysABP,114
-28:32,Weight,59.4
-29:02,DiasABP,68
-29:02,GCS,15
-29:02,HR,74
-29:02,MAP,127
-29:02,RespRate,15
-29:02,SysABP,114
-29:02,Temp,37.1
-29:02,Weight,59.4
-29:13,BUN,11
-29:13,Creatinine,0.6
-29:13,Glucose,112
-29:13,HCO3,23
-29:13,HCT,34
-29:13,Mg,2
-29:13,Platelets,205
-29:13,K,4.3
-29:13,Na,139
-29:13,WBC,11.9
-30:02,DiasABP,66
-30:02,HR,82
-30:02,MAP,88
-30:02,RespRate,17
-30:02,SysABP,120
-30:02,Weight,59.4
-31:02,DiasABP,65
-31:02,GCS,15
-31:02,HR,77
-31:02,MAP,87
-31:02,RespRate,16
-31:02,SysABP,121
-31:02,Urine,550
-31:02,Weight,59.4
-32:02,DiasABP,68
-32:02,HR,86
-32:02,MAP,94
-32:02,RespRate,17
-32:02,SysABP,130
-32:02,Weight,59.4
-33:02,DiasABP,76
-33:02,GCS,15
-33:02,HR,101
-33:02,MAP,100
-33:02,RespRate,19
-33:02,SysABP,132
-33:02,Temp,36.7
-33:02,Urine,475
-33:02,Weight,59.4
-34:02,DiasABP,74
-34:02,HR,79
-34:02,MAP,99
-34:02,RespRate,14
-34:02,SysABP,141
-34:02,Urine,750
-34:02,Weight,59.4
-35:02,DiasABP,75
-35:02,GCS,15
-35:02,HR,83
-35:02,MAP,100
-35:02,RespRate,20
-35:02,SysABP,133
-35:02,Urine,220
-35:02,Weight,59.4
-35:32,Mg,1.8
-35:52,pH,7.43
-36:02,DiasABP,71
-36:02,HR,95
-36:02,MAP,93
-36:02,RespRate,25
-36:02,SysABP,124
-36:02,Urine,220
-36:02,Weight,59.4
-37:02,DiasABP,75
-37:02,GCS,15
-37:02,HR,114
-37:02,MAP,96
-37:02,RespRate,15
-37:02,SysABP,129
-37:02,Temp,36.6
-37:02,Urine,200
-37:02,Weight,59.4
-38:41,pH,7.4
-38:41,Lactate,1.3
-38:41,PaCO2,34
-38:41,PaO2,314
-38:41,SaO2,98
-40:02,Urine,0
-40:17,DiasABP,72
-40:17,HR,95
-40:17,MAP,94
-40:17,RespRate,16
-40:17,SysABP,126
-40:17,Temp,35.1
-40:17,Urine,150
-40:17,Urine,350
-40:17,Weight,59.4
-40:32,DiasABP,79
-40:32,HR,86
-40:32,MAP,105
-40:32,RespRate,18
-40:32,SysABP,136
-40:32,Weight,59.4
-40:47,DiasABP,67
-40:47,HR,74
-40:47,MAP,91
-40:47,RespRate,11
-40:47,SysABP,121
-40:47,Temp,36.8
-40:47,Weight,59.4
-41:02,DiasABP,68
-41:02,GCS,15
-41:02,HR,76
-41:02,Mg,1.4
-41:02,MAP,93
-41:02,RespRate,16
-41:02,SysABP,127
-41:02,Urine,100
-41:02,Weight,59.4
-41:17,DiasABP,70
-41:17,HR,85
-41:17,MAP,94
-41:17,RespRate,16
-41:17,SysABP,129
-41:17,Weight,59.4
-41:32,DiasABP,64
-41:32,GCS,15
-41:32,HR,88
-41:32,MAP,87
-41:32,RespRate,13
-41:32,SysABP,120
-41:32,Weight,59.4
-41:47,DiasABP,60
-41:47,HR,76
-41:47,MAP,82
-41:47,RespRate,21
-41:47,SysABP,116
-41:47,Weight,59.4
-42:02,DiasABP,62
-42:02,GCS,15
-42:02,HR,75
-42:02,MAP,84
-42:02,RespRate,11
-42:02,SysABP,117
-42:02,Urine,120
-42:02,Weight,59.4
-42:17,DiasABP,61
-42:17,HR,78
-42:17,MAP,83
-42:17,RespRate,11
-42:17,SysABP,116
-42:17,Weight,59.4
-42:32,DiasABP,59
-42:32,HR,76
-42:32,MAP,80
-42:32,RespRate,11
-42:32,SysABP,114
-42:32,Weight,59.4
-42:47,DiasABP,58
-42:47,HR,78
-42:47,MAP,78
-42:47,RespRate,12
-42:47,SysABP,111
-42:47,Weight,59.4
-43:02,DiasABP,62
-43:02,GCS,15
-43:02,HR,85
-43:02,MAP,83
-43:02,RespRate,12
-43:02,SysABP,116
-43:02,Temp,37
-43:02,Urine,120
-43:02,Weight,59.4
-44:02,DiasABP,60
-44:02,HR,84
-44:02,MAP,80
-44:02,RespRate,13
-44:02,SysABP,110
-44:02,Weight,59.4
-45:02,DiasABP,58
-45:02,GCS,15
-45:02,HR,85
-45:02,MAP,78
-45:02,RespRate,13
-45:02,SysABP,114
-45:02,Temp,37.4
-45:02,Urine,240
-45:02,Weight,59.4
-46:02,DiasABP,51
-46:02,GCS,15
-46:02,HR,100
-46:02,MAP,66
-46:02,RespRate,17
-46:02,SysABP,89
-46:02,Urine,100
-46:02,Weight,59.4
-46:07,DiasABP,56
-46:07,HR,91
-46:07,MAP,75
-46:07,NIDiasABP,42
-46:07,NIMAP,63
-46:07,NISysABP,105
-46:07,RespRate,14
-46:07,SysABP,104
-46:07,Weight,59.4
-47:02,DiasABP,54
-47:02,GCS,15
-47:02,HR,93
-47:02,MAP,72
-47:02,NIDiasABP,37
-47:02,NIMAP,55
-47:02,NISysABP,91
-47:02,RespRate,21
-47:02,SysABP,101
-47:02,Urine,100
-47:02,Weight,59.4
diff --git a/data/set-a/132664.txt b/data/set-a/132664.txt
deleted file mode 100644
index 5a12a9019ef82f998615f6b55fc93ecda3e7a4db..0000000000000000000000000000000000000000
--- a/data/set-a/132664.txt
+++ /dev/null
@@ -1,324 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132664
-00:00,Age,69
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,72.9
-00:09,HR,82
-00:09,NIDiasABP,60
-00:09,NIMAP,76.33
-00:09,NISysABP,109
-00:09,Urine,55
-00:15,Albumin,3.3
-00:15,ALP,64
-00:15,ALT,30
-00:15,AST,39
-00:15,Bilirubin,4.4
-00:15,BUN,45
-00:15,Creatinine,0.9
-00:15,Glucose,198
-00:15,HCO3,21
-00:15,HCT,24.5
-00:15,Mg,2.2
-00:15,Platelets,131
-00:15,K,5.1
-00:15,Na,133
-00:15,WBC,9.1
-00:39,GCS,15
-00:39,HR,85
-00:39,NIDiasABP,50
-00:39,NIMAP,67
-00:39,NISysABP,101
-00:39,Temp,37.1
-00:39,Weight,72.9
-01:39,HR,83
-01:39,NIDiasABP,57
-01:39,NIMAP,75
-01:39,NISysABP,111
-01:39,Urine,160
-01:39,Weight,72.9
-02:39,HR,84
-02:39,NIDiasABP,55
-02:39,NIMAP,73
-02:39,NISysABP,109
-02:39,Urine,110
-02:39,Weight,72.9
-02:59,HR,79
-02:59,NIDiasABP,54
-02:59,NIMAP,72
-02:59,NISysABP,108
-02:59,Temp,36.9
-02:59,Weight,72.9
-03:24,HR,79
-03:24,NIDiasABP,54
-03:24,NIMAP,72
-03:24,NISysABP,108
-03:24,Temp,36.7
-03:24,Weight,72.9
-03:39,GCS,14
-03:39,HR,80
-03:39,Temp,36.6
-03:39,Urine,90
-03:39,Weight,72.9
-03:54,HR,75
-03:54,NIDiasABP,68
-03:54,NIMAP,79.33
-03:54,NISysABP,102
-03:54,Temp,36.6
-03:54,Weight,72.9
-04:39,HR,73
-04:39,NIDiasABP,48
-04:39,NIMAP,65.33
-04:39,NISysABP,100
-04:39,Temp,36.7
-04:39,Weight,72.9
-05:39,HCT,25.9
-07:39,GCS,14
-07:39,HR,72
-07:39,NIDiasABP,54
-07:39,NIMAP,73.67
-07:39,NISysABP,113
-07:39,Temp,36.4
-07:39,Weight,72.9
-08:39,HR,64
-08:39,NIDiasABP,53
-08:39,NIMAP,68.33
-08:39,NISysABP,99
-08:39,Weight,72.9
-09:39,HR,68
-09:39,NIDiasABP,49
-09:39,NIMAP,67.67
-09:39,NISysABP,105
-09:39,Weight,72.9
-09:54,HCT,22.2
-10:39,HR,75
-10:39,NIDiasABP,66
-10:39,NIMAP,82.67
-10:39,NISysABP,116
-10:39,Weight,72.9
-11:39,GCS,14
-11:39,HR,90
-11:39,NIDiasABP,55
-11:39,NIMAP,72.33
-11:39,NISysABP,107
-11:39,Temp,36.3
-11:39,Weight,72.9
-12:39,HR,71
-12:39,NIDiasABP,64
-12:39,NIMAP,80.67
-12:39,NISysABP,114
-12:39,Weight,72.9
-13:39,HR,69
-13:39,NIDiasABP,69
-13:39,NIMAP,85.33
-13:39,NISysABP,118
-13:39,Weight,72.9
-14:39,HR,66
-14:39,NIDiasABP,68
-14:39,NIMAP,82
-14:39,NISysABP,110
-14:39,Weight,72.9
-15:39,GCS,15
-15:39,HR,63
-15:39,NIDiasABP,48
-15:39,NIMAP,64
-15:39,NISysABP,96
-15:39,Temp,36.2
-15:39,Weight,72.9
-16:29,BUN,30
-16:29,Creatinine,0.7
-16:29,Glucose,172
-16:29,HCO3,22
-16:29,Mg,2.2
-16:29,K,4.4
-16:29,Na,136
-16:39,HR,62
-16:39,NIDiasABP,46
-16:39,NIMAP,66
-16:39,NISysABP,106
-16:39,Weight,72.9
-17:39,HR,62
-17:39,NIDiasABP,53
-17:39,NIMAP,69.33
-17:39,NISysABP,102
-17:39,Weight,72.9
-18:37,HCT,27.4
-18:39,HR,62
-18:39,NIDiasABP,54
-18:39,NIMAP,71.67
-18:39,NISysABP,107
-18:39,Weight,72.9
-19:39,GCS,15
-19:39,HR,68
-19:39,NIDiasABP,65
-19:39,NIMAP,79.33
-19:39,NISysABP,108
-19:39,Temp,36.2
-19:39,Weight,72.9
-20:39,HR,64
-20:39,NIDiasABP,61
-20:39,NIMAP,76
-20:39,NISysABP,106
-20:39,Weight,72.9
-21:39,HR,67
-21:39,NIDiasABP,52
-21:39,NIMAP,67.67
-21:39,NISysABP,99
-21:39,Weight,72.9
-22:39,HR,72
-22:39,NIDiasABP,58
-22:39,NIMAP,73.67
-22:39,NISysABP,105
-22:39,Weight,72.9
-23:39,GCS,15
-23:39,HR,64
-23:39,NIDiasABP,57
-23:39,NIMAP,74
-23:39,NISysABP,108
-23:39,Temp,36.3
-23:39,Weight,72.9
-24:39,HR,66
-24:39,NIDiasABP,58
-24:39,NIMAP,74
-24:39,NISysABP,106
-24:39,Weight,72.9
-25:39,HR,65
-25:39,NIDiasABP,60
-25:39,NIMAP,76.67
-25:39,NISysABP,110
-25:39,Weight,72.9
-26:09,Albumin,3.2
-26:09,Bilirubin,9.1
-26:09,BUN,26
-26:09,Creatinine,0.7
-26:09,Glucose,125
-26:09,HCO3,23
-26:09,HCT,32.3
-26:09,Mg,2.1
-26:09,Platelets,90
-26:09,K,4.1
-26:09,Na,134
-26:09,WBC,6.6
-26:39,HR,65
-26:39,NIDiasABP,72
-26:39,NIMAP,87.67
-26:39,NISysABP,119
-26:39,Weight,72.9
-27:39,GCS,15
-27:39,HR,64
-27:39,NIDiasABP,65
-27:39,NIMAP,83.33
-27:39,NISysABP,120
-27:39,Temp,36.3
-27:39,Weight,72.9
-28:39,HR,64
-28:39,NIDiasABP,58
-28:39,NIMAP,75.33
-28:39,NISysABP,110
-28:39,Weight,72.9
-29:39,HR,65
-29:39,NIDiasABP,64
-29:39,NIMAP,80.33
-29:39,NISysABP,113
-29:39,Weight,72.9
-30:39,HR,66
-30:39,NIDiasABP,65
-30:39,NIMAP,82.67
-30:39,NISysABP,118
-30:39,Weight,72.9
-31:39,GCS,15
-31:39,HR,70
-31:39,NIDiasABP,69
-31:39,NIMAP,83.67
-31:39,NISysABP,113
-31:39,Temp,36.4
-31:39,Weight,72.9
-32:39,HR,69
-32:39,NIDiasABP,75
-32:39,NIMAP,90.33
-32:39,NISysABP,121
-32:39,Weight,72.9
-32:52,HCT,34.9
-32:52,Platelets,79
-33:39,HR,67
-33:39,NIDiasABP,67
-33:39,NIMAP,86
-33:39,NISysABP,124
-33:39,Weight,72.9
-34:39,HR,69
-34:39,NIDiasABP,66
-34:39,NIMAP,81.33
-34:39,NISysABP,112
-34:39,Weight,72.9
-35:39,GCS,15
-35:39,HR,66
-35:39,NIDiasABP,66
-35:39,NIMAP,82
-35:39,NISysABP,114
-35:39,Temp,36.4
-35:39,Weight,72.9
-36:39,HR,69
-36:39,NIDiasABP,65
-36:39,NIMAP,80.67
-36:39,NISysABP,112
-36:39,Weight,72.9
-37:39,HR,68
-37:39,NIDiasABP,61
-37:39,NIMAP,79.67
-37:39,NISysABP,117
-37:39,Weight,72.9
-38:39,HR,64
-38:39,NIDiasABP,61
-38:39,NIMAP,73.67
-38:39,NISysABP,99
-38:39,Weight,72.9
-39:39,GCS,15
-39:39,HR,61
-39:39,NIDiasABP,57
-39:39,NIMAP,73.67
-39:39,NISysABP,107
-39:39,Temp,36.5
-39:39,Weight,72.9
-40:39,HCT,33.4
-40:39,HR,61
-40:39,NIDiasABP,67
-40:39,NIMAP,82
-40:39,NISysABP,112
-40:39,Weight,72.9
-41:39,HR,62
-41:39,NIDiasABP,67
-41:39,NIMAP,82
-41:39,NISysABP,112
-41:39,Weight,72.9
-42:39,HR,61
-42:39,NIDiasABP,62
-42:39,NIMAP,78.33
-42:39,NISysABP,111
-42:39,Weight,72.9
-43:39,HR,60
-43:39,NIDiasABP,54
-43:39,NIMAP,69.33
-43:39,NISysABP,100
-43:39,Temp,36.6
-43:39,Weight,72.9
-44:39,HR,59
-44:39,NIDiasABP,63
-44:39,NIMAP,78
-44:39,NISysABP,108
-44:39,Weight,72.9
-45:39,HR,59
-45:39,NIDiasABP,61
-45:39,NIMAP,79.33
-45:39,NISysABP,116
-45:39,Weight,72.9
-46:39,HR,61
-46:39,NIDiasABP,53
-46:39,NIMAP,67
-46:39,NISysABP,95
-46:39,Weight,72.9
-46:58,HCT,33.1
-47:39,HR,58
-47:39,NIDiasABP,69
-47:39,NIMAP,85
-47:39,NISysABP,117
diff --git a/data/set-a/132666.txt b/data/set-a/132666.txt
deleted file mode 100644
index 1f6c48628ea2a824a11befa9022f68398f88cb4d..0000000000000000000000000000000000000000
--- a/data/set-a/132666.txt
+++ /dev/null
@@ -1,271 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132666
-00:00,Age,53
-00:00,Gender,0
-00:00,Height,167.6
-00:00,ICUType,3
-00:00,Weight,62
-00:07,BUN,81
-00:07,Creatinine,10.3
-00:07,Glucose,145
-00:07,HCO3,8
-00:07,K,5.9
-00:07,Na,140
-01:38,pH,7.15
-01:38,Lactate,3.4
-01:38,PaCO2,38
-01:38,PaO2,67
-01:56,GCS,15
-02:11,HR,79
-02:11,NIDiasABP,90
-02:11,NIMAP,96
-02:11,NISysABP,116
-02:11,RespRate,30
-02:11,Temp,34.9
-02:26,HR,81
-02:26,NIDiasABP,87
-02:26,NIMAP,93
-02:26,NISysABP,111
-02:26,RespRate,25
-02:56,HR,82
-02:56,NIDiasABP,106
-02:56,NIMAP,114
-02:56,NISysABP,154
-02:56,RespRate,22
-03:56,HR,84
-03:56,NIDiasABP,96
-03:56,NIMAP,106
-03:56,NISysABP,140
-03:56,RespRate,21
-04:56,HR,93
-04:56,NIDiasABP,90
-04:56,NIMAP,104
-04:56,NISysABP,150
-04:56,RespRate,23
-04:56,Temp,36.3
-05:56,GCS,15
-05:56,HR,96
-05:56,NIDiasABP,93
-05:56,NIMAP,105
-05:56,NISysABP,143
-05:56,RespRate,24
-06:16,TroponinT,0.11
-06:56,HR,92
-06:56,NIDiasABP,73
-06:56,NIMAP,87
-06:56,NISysABP,132
-06:56,RespRate,23
-07:56,HR,97
-07:56,NIDiasABP,100
-07:56,NIMAP,108
-07:56,NISysABP,142
-07:56,RespRate,28
-07:56,Temp,36.9
-08:56,HR,97
-08:56,NIDiasABP,90
-08:56,NIMAP,98
-08:56,NISysABP,134
-08:56,RespRate,16
-09:56,HR,101
-09:56,NIDiasABP,86
-09:56,NIMAP,90
-09:56,NISysABP,102
-09:56,RespRate,23
-10:56,GCS,15
-10:56,HR,99
-10:56,NIDiasABP,68
-10:56,NISysABP,115
-10:56,RespRate,29
-11:56,HR,96
-11:56,NIDiasABP,70
-11:56,NIMAP,82
-11:56,NISysABP,119
-11:56,RespRate,22
-11:56,Temp,36.3
-12:16,Albumin,3.2
-12:16,BUN,51
-12:16,Creatinine,6.5
-12:16,Glucose,149
-12:16,HCO3,26
-12:16,HCT,28.2
-12:16,Mg,2
-12:16,Platelets,140
-12:16,K,3.7
-12:16,Na,140
-12:16,TroponinT,0.11
-12:16,WBC,6
-12:56,HR,99
-12:56,NIDiasABP,71
-12:56,NIMAP,85
-12:56,NISysABP,140
-12:56,RespRate,23
-13:56,HR,102
-13:56,NIDiasABP,88
-13:56,NIMAP,98
-13:56,NISysABP,129
-13:56,RespRate,20
-14:56,GCS,15
-14:56,HR,105
-14:56,NIDiasABP,81
-14:56,NIMAP,91
-14:56,NISysABP,128
-14:56,RespRate,22
-15:56,HR,103
-15:56,NIDiasABP,93
-15:56,NIMAP,102
-15:56,NISysABP,129
-15:56,RespRate,25
-16:56,GCS,15
-16:56,HR,111
-16:56,RespRate,26
-16:56,Temp,36.6
-17:11,HR,113
-17:11,NIDiasABP,81
-17:11,NIMAP,91
-17:11,NISysABP,127
-17:11,RespRate,23
-17:56,HR,109
-17:56,NIDiasABP,83
-17:56,NIMAP,93
-17:56,NISysABP,128
-17:56,RespRate,27
-18:41,HR,114
-18:41,RespRate,23
-18:56,HR,110
-18:56,RespRate,20
-19:11,HR,109
-19:11,NIDiasABP,94
-19:11,NIMAP,102
-19:11,NISysABP,139
-19:11,RespRate,23
-19:56,HR,106
-19:56,NIDiasABP,86
-19:56,NIMAP,99
-19:56,NISysABP,139
-19:56,RespRate,23
-20:56,GCS,15
-20:56,HR,98
-20:56,NIDiasABP,75
-20:56,NIMAP,88
-20:56,NISysABP,133
-20:56,RespRate,21
-21:56,HR,104
-21:56,NIDiasABP,86
-21:56,NIMAP,97
-21:56,NISysABP,133
-21:56,RespRate,18
-22:56,HR,105
-22:56,RespRate,22
-23:56,HR,114
-23:56,NIDiasABP,97
-23:56,NIMAP,106
-23:56,NISysABP,136
-23:56,RespRate,21
-23:56,Temp,36.6
-24:56,GCS,15
-24:56,HR,113
-24:56,NIDiasABP,68
-24:56,NIMAP,80
-24:56,NISysABP,118
-24:56,RespRate,21
-25:56,HR,111
-25:56,NIDiasABP,87
-25:56,NIMAP,98
-25:56,NISysABP,138
-25:56,RespRate,30
-26:56,HR,110
-26:56,NIDiasABP,78
-26:56,NIMAP,90
-26:56,NISysABP,126
-26:56,RespRate,22
-27:56,HR,105
-27:56,NIDiasABP,107
-27:56,NIMAP,111
-27:56,NISysABP,133
-27:56,RespRate,21
-28:56,GCS,15
-28:56,HR,113
-28:56,NIDiasABP,97
-28:56,NIMAP,106
-28:56,NISysABP,137
-28:56,RespRate,19
-28:56,Temp,36.5
-29:56,HR,113
-29:56,NIDiasABP,85
-29:56,NIMAP,95
-29:56,NISysABP,131
-29:56,RespRate,24
-30:56,HR,110
-30:56,NIDiasABP,95
-30:56,NIMAP,108
-30:56,NISysABP,149
-30:56,RespRate,21
-31:56,HR,111
-31:56,NIDiasABP,94
-31:56,NIMAP,99
-31:56,NISysABP,134
-31:56,RespRate,21
-32:56,HR,110
-32:56,NIDiasABP,89
-32:56,NIMAP,101
-32:56,NISysABP,135
-32:56,RespRate,23
-32:56,Temp,36.3
-33:56,GCS,14
-33:56,HR,111
-33:56,NIDiasABP,81
-33:56,NIMAP,92
-33:56,NISysABP,132
-33:56,RespRate,24
-34:56,HR,107
-34:56,NIDiasABP,81
-34:56,NIMAP,90
-34:56,NISysABP,117
-34:56,RespRate,18
-35:56,HR,106
-35:56,NIDiasABP,78
-35:56,NIMAP,88
-35:56,NISysABP,120
-35:56,RespRate,26
-36:56,HR,113
-36:56,NIDiasABP,80
-36:56,NIMAP,91
-36:56,NISysABP,127
-36:56,RespRate,19
-37:09,BUN,83
-37:09,Creatinine,8.5
-37:09,Glucose,95
-37:09,HCO3,27
-37:09,HCT,30.6
-37:09,Mg,2.7
-37:09,Platelets,167
-37:09,K,3.7
-37:09,Na,142
-37:09,WBC,7.9
-37:56,GCS,15
-37:56,HR,110
-37:56,NIDiasABP,82
-37:56,NIMAP,91
-37:56,NISysABP,121
-37:56,RespRate,26
-37:56,Temp,36.5
-38:14,Lactate,1.8
-38:56,HR,99
-38:56,NIDiasABP,96
-38:56,NIMAP,105
-38:56,NISysABP,135
-38:56,RespRate,21
-39:56,HR,102
-39:56,RespRate,21
-40:56,GCS,15
-40:56,HR,106
-40:56,NIDiasABP,87
-40:56,NISysABP,135
-40:56,RespRate,19
-40:56,Temp,36.1
-44:26,GCS,15
-44:26,HR,107
-44:26,NIDiasABP,85
-44:26,NIMAP,109
-44:26,NISysABP,153
-44:26,RespRate,26
diff --git a/data/set-a/132669.txt b/data/set-a/132669.txt
deleted file mode 100644
index 65987b91b5fc1b96b6c3e13586782bf498532f1f..0000000000000000000000000000000000000000
--- a/data/set-a/132669.txt
+++ /dev/null
@@ -1,592 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132669
-00:00,Age,74
-00:00,Gender,1
-00:00,Height,180.3
-00:00,ICUType,2
-00:00,Weight,81.8
-02:03,DiasABP,67
-02:03,GCS,15
-02:03,HR,56
-02:03,MAP,75
-02:03,SysABP,91
-02:33,DiasABP,63
-02:33,HR,59
-02:33,MAP,84
-02:33,SysABP,100
-03:03,pH,7.36
-03:03,PaCO2,44
-03:03,PaO2,444
-04:03,Lactate,0.9
-07:04,pH,7.34
-07:04,PaCO2,43
-07:04,PaO2,217
-08:08,pH,7.32
-08:08,PaCO2,46
-08:08,PaO2,260
-09:08,HCT,22.9
-09:08,Lactate,2.5
-09:08,Platelets,119
-09:08,WBC,8.2
-09:33,DiasABP,33
-09:33,HR,80
-09:33,MAP,66
-09:33,SysABP,96
-09:33,Urine,890
-09:48,HR,80
-09:48,Temp,35.5
-09:53,DiasABP,55
-09:53,MAP,84
-09:53,SysABP,123
-09:55,pH,7.33
-09:55,PaCO2,47
-09:55,PaO2,184
-10:03,DiasABP,62
-10:03,FiO2,1
-10:03,HR,80
-10:03,MAP,94
-10:03,MechVent,1
-10:03,SysABP,136
-10:03,Temp,35.5
-10:03,Urine,290
-10:13,DiasABP,42
-10:13,HR,102
-10:13,MAP,63
-10:13,SysABP,93
-10:18,DiasABP,39
-10:18,HR,100
-10:18,MAP,59
-10:18,SysABP,88
-10:28,DiasABP,42
-10:28,HR,95
-10:28,MAP,62
-10:28,SysABP,93
-10:33,DiasABP,42
-10:33,HR,87
-10:33,MAP,63
-10:33,SysABP,95
-10:38,DiasABP,42
-10:38,MAP,60
-10:38,SysABP,91
-10:43,DiasABP,43
-10:43,MAP,61
-10:43,SysABP,91
-10:48,DiasABP,51
-10:48,HR,79
-10:48,MAP,72
-10:48,SysABP,106
-10:53,BUN,10
-10:53,Creatinine,0.7
-10:53,HCO3,24
-10:53,HCT,25.2
-10:53,Platelets,134
-10:53,WBC,9.4
-11:03,DiasABP,57
-11:03,GCS,7
-11:03,HR,82
-11:03,MAP,81
-11:03,SysABP,121
-11:03,Temp,35.6
-11:03,Urine,120
-11:18,DiasABP,48
-11:18,HR,92
-11:18,MAP,71
-11:18,SysABP,103
-11:33,DiasABP,40
-11:33,HR,92
-11:33,MAP,61
-11:33,SysABP,92
-11:38,DiasABP,36
-11:38,MAP,59
-11:38,SysABP,89
-11:48,DiasABP,31
-11:48,HR,89
-11:48,MAP,52
-11:48,SysABP,76
-12:03,DiasABP,56
-12:03,FiO2,0.7
-12:03,HR,80
-12:03,MAP,87
-12:03,MechVent,1
-12:03,SysABP,125
-12:03,Temp,35.9
-12:03,Urine,105
-12:18,DiasABP,50
-12:18,HR,80
-12:18,MAP,76
-12:18,SysABP,110
-12:33,DiasABP,48
-12:33,HR,80
-12:33,MAP,72
-12:33,SysABP,106
-12:33,Temp,36
-12:48,DiasABP,46
-12:48,HR,80
-12:48,MAP,71
-12:48,SysABP,102
-13:03,DiasABP,52
-13:03,HR,80
-13:03,MAP,61
-13:03,SysABP,93
-13:03,Temp,36.2
-13:28,DiasABP,25
-13:28,HR,90
-13:28,MAP,53
-13:28,SysABP,84
-13:33,DiasABP,34
-13:33,HR,90
-13:33,MAP,63
-13:33,SysABP,97
-13:33,Urine,130
-13:43,DiasABP,31
-13:43,MAP,58
-13:43,SysABP,90
-13:58,DiasABP,32
-13:58,HR,90
-13:58,MAP,59
-13:58,SysABP,87
-13:58,Temp,36.5
-14:03,DiasABP,35
-14:03,FiO2,0.7
-14:03,HR,90
-14:03,MAP,63
-14:03,MechVent,1
-14:03,SysABP,96
-14:03,Temp,36.5
-14:03,Urine,55
-14:33,DiasABP,37
-14:33,HR,90
-14:33,MAP,67
-14:33,SysABP,101
-14:33,Temp,36.5
-15:03,DiasABP,49
-15:03,GCS,3
-15:03,HR,90
-15:03,MAP,58
-15:03,SysABP,86
-15:03,Temp,36.5
-15:03,Urine,60
-15:33,DiasABP,34
-15:33,HR,90
-15:33,MAP,62
-15:33,SysABP,93
-15:37,pH,7.39
-15:37,PaCO2,37
-15:37,PaO2,248
-15:37,SaO2,99
-15:43,FiO2,0.5
-16:03,DiasABP,35
-16:03,HR,90
-16:03,MAP,68
-16:03,SysABP,100
-16:03,Temp,36.4
-16:03,Urine,40
-16:23,HCT,27.5
-17:03,DiasABP,46
-17:03,HR,90
-17:03,MAP,69
-17:03,SysABP,98
-17:03,Temp,36.7
-17:03,Urine,160
-18:03,DiasABP,39
-18:03,FiO2,0.5
-18:03,GCS,3
-18:03,HR,90
-18:03,MAP,60
-18:03,MechVent,1
-18:03,SysABP,87
-18:03,Temp,37
-18:03,Urine,60
-18:03,Weight,91.5
-19:03,DiasABP,42
-19:03,HR,90
-19:03,MAP,68
-19:03,SysABP,101
-19:03,Temp,37.1
-19:03,Urine,23
-19:03,Weight,91.5
-19:15,pH,7.41
-19:15,PaCO2,36
-19:15,PaO2,172
-19:15,SaO2,98
-19:18,DiasABP,49
-19:18,HR,90
-19:18,MAP,71
-19:18,SysABP,100
-19:18,Weight,91.5
-19:48,DiasABP,54
-19:48,HR,90
-19:48,MAP,62
-19:48,SysABP,86
-19:48,Weight,91.5
-19:57,BUN,10
-19:57,Creatinine,0.8
-19:57,HCO3,19
-19:57,HCT,27.9
-19:57,Mg,2.2
-19:57,Platelets,183
-19:57,Na,138
-19:57,WBC,8.6
-20:03,DiasABP,35
-20:03,FiO2,0.4
-20:03,HR,90
-20:03,MAP,63
-20:03,MechVent,1
-20:03,SysABP,97
-20:03,Temp,37.4
-20:03,Urine,70
-20:03,Weight,91.5
-21:03,DiasABP,44
-21:03,HR,90
-21:03,MAP,65
-21:03,SysABP,93
-21:03,Temp,37.5
-21:03,Urine,60
-21:03,Urine,0
-21:03,Weight,91.5
-21:18,DiasABP,54
-21:18,HR,90
-21:18,MAP,73
-21:18,SysABP,106
-21:18,Weight,91.5
-21:33,DiasABP,55
-21:33,HR,90
-21:33,MAP,76
-21:33,SysABP,110
-21:33,Temp,37.6
-21:33,Weight,91.5
-22:03,DiasABP,58
-22:03,FiO2,0.4
-22:03,GCS,3
-22:03,HR,90
-22:03,MAP,71
-22:03,MechVent,1
-22:03,SysABP,104
-22:03,Temp,37.6
-22:03,Urine,80
-22:03,Weight,91.5
-22:33,DiasABP,56
-22:33,HR,90
-22:33,MAP,78
-22:33,SysABP,115
-22:33,Temp,37.6
-22:33,Weight,91.5
-22:35,pH,7.4
-22:35,PaCO2,34
-22:35,PaO2,126
-22:35,SaO2,98
-23:03,DiasABP,55
-23:03,HR,90
-23:03,MAP,66
-23:03,SysABP,103
-23:03,Temp,37.6
-23:03,Urine,220
-23:03,Weight,91.5
-23:33,DiasABP,54
-23:33,HR,90
-23:33,MAP,74
-23:33,SysABP,108
-23:33,Temp,37.7
-23:33,Weight,91.5
-23:48,DiasABP,59
-23:48,HR,90
-23:48,MAP,81
-23:48,SysABP,121
-23:48,Temp,37.7
-23:48,Weight,91.5
-24:03,DiasABP,58
-24:03,HR,90
-24:03,MAP,69
-24:03,SysABP,102
-24:03,Temp,37.8
-24:03,Urine,120
-24:03,Weight,91.5
-24:32,pH,7.42
-24:32,PaCO2,33
-24:32,PaO2,110
-24:32,SaO2,98
-24:48,DiasABP,50
-24:48,HR,90
-24:48,MAP,69
-24:48,SysABP,102
-24:48,Weight,91.5
-25:03,DiasABP,56
-25:03,FiO2,0.4
-25:03,HR,90
-25:03,MAP,68
-25:03,MechVent,1
-25:03,SysABP,97
-25:03,Temp,37.9
-25:03,Urine,170
-25:03,Weight,91.5
-26:03,DiasABP,56
-26:03,GCS,11
-26:03,HR,90
-26:03,MAP,68
-26:03,SysABP,101
-26:03,Temp,38.2
-26:03,Urine,140
-26:03,Weight,91.5
-26:36,pH,7.37
-26:36,PaCO2,38
-26:36,PaO2,101
-26:36,SaO2,97
-27:03,DiasABP,53
-27:03,HR,90
-27:03,MAP,63
-27:03,SysABP,98
-27:03,Temp,38.1
-27:03,Urine,110
-27:03,Weight,91.5
-27:19,HCT,29.9
-27:19,Mg,1.9
-27:19,Platelets,138
-28:03,DiasABP,56
-28:03,HR,90
-28:03,MAP,66
-28:03,SysABP,101
-28:03,Temp,38.1
-28:03,Urine,140
-28:03,Weight,91.5
-29:03,DiasABP,48
-29:03,HR,90
-29:03,MAP,55
-29:03,SysABP,80
-29:03,Temp,38.1
-29:03,Urine,150
-29:03,Weight,91.5
-29:32,pH,7.41
-29:32,PaCO2,33
-29:32,PaO2,84
-29:32,SaO2,96
-30:03,DiasABP,56
-30:03,FiO2,0.4
-30:03,GCS,7
-30:03,HR,89
-30:03,MAP,74
-30:03,MechVent,1
-30:03,SysABP,103
-30:03,Temp,38
-30:03,Urine,85
-30:03,Weight,91.5
-30:18,DiasABP,43
-30:18,HR,90
-30:18,MAP,54
-30:18,SysABP,75
-30:18,Weight,91.5
-30:33,DiasABP,66
-30:33,HR,90
-30:33,MAP,85
-30:33,SysABP,127
-30:33,Weight,91.5
-31:03,DiasABP,65
-31:03,HR,90
-31:03,MAP,84
-31:03,SysABP,127
-31:03,Temp,38.1
-31:03,Urine,140
-31:03,Weight,91.5
-32:03,DiasABP,61
-32:03,HR,90
-32:03,MAP,80
-32:03,SysABP,121
-32:03,Temp,37.9
-32:03,Urine,90
-32:03,Weight,91.5
-32:33,DiasABP,61
-32:33,HR,90
-32:33,MAP,79
-32:33,SysABP,120
-32:33,Weight,91.5
-32:34,pH,7.41
-32:34,PaCO2,35
-32:34,PaO2,84
-32:34,SaO2,96
-33:03,Urine,100
-34:03,DiasABP,60
-34:03,FiO2,0.4
-34:03,GCS,7
-34:03,HR,90
-34:03,MAP,76
-34:03,MechVent,1
-34:03,SysABP,116
-34:03,Temp,38
-34:03,Urine,50
-34:03,Weight,91.5
-34:36,HCT,27.7
-35:03,DiasABP,66
-35:03,GCS,11
-35:03,HR,90
-35:03,MAP,83
-35:03,SysABP,120
-35:03,Temp,37.9
-35:03,Urine,130
-35:03,Weight,91.5
-35:18,DiasABP,47
-35:18,HR,90
-35:18,MAP,58
-35:18,SysABP,80
-35:18,Weight,91.5
-35:23,DiasABP,46
-35:23,HR,90
-35:23,MAP,56
-35:23,NIDiasABP,44
-35:23,NIMAP,50
-35:23,NISysABP,67
-35:23,SysABP,78
-35:23,Weight,91.5
-35:33,DiasABP,58
-35:33,HR,90
-35:33,MAP,74
-35:33,SysABP,110
-35:33,Weight,91.5
-35:48,DiasABP,61
-35:48,HR,90
-35:48,MAP,78
-35:48,SysABP,116
-35:48,Weight,91.5
-35:51,pH,7.42
-35:51,PaCO2,36
-35:51,PaO2,107
-36:03,DiasABP,65
-36:03,HR,90
-36:03,MAP,84
-36:03,SysABP,125
-36:03,Weight,91.5
-36:18,DiasABP,62
-36:18,HR,90
-36:18,MAP,80
-36:18,NIDiasABP,63
-36:18,NIMAP,74
-36:18,NISysABP,106
-36:18,SysABP,118
-36:18,Weight,91.5
-36:33,DiasABP,60
-36:33,HR,90
-36:33,MAP,77
-36:33,SysABP,113
-36:33,Weight,91.5
-37:03,DiasABP,54
-37:03,HR,90
-37:03,MAP,70
-37:03,NIDiasABP,53
-37:03,NIMAP,64
-37:03,NISysABP,95
-37:03,SysABP,99
-37:03,Temp,37.6
-37:03,Urine,100
-37:03,Weight,91.5
-37:18,DiasABP,61
-37:18,HR,90
-37:18,MAP,80
-37:18,SysABP,121
-37:18,Weight,91.5
-37:33,DiasABP,62
-37:33,HR,90
-37:33,MAP,80
-37:33,NIDiasABP,53
-37:33,NIMAP,64
-37:33,NISysABP,95
-37:33,SysABP,116
-37:33,Weight,91.5
-38:03,DiasABP,55
-38:03,FiO2,0.4
-38:03,GCS,11
-38:03,HCT,27.6
-38:03,HR,90
-38:03,MAP,71
-38:03,MechVent,1
-38:03,SysABP,103
-38:03,Temp,37.4
-38:03,Urine,120
-38:03,Weight,91.5
-39:03,DiasABP,48
-39:03,HR,90
-39:03,MAP,60
-39:03,SysABP,84
-39:03,Temp,37.3
-39:03,Urine,25
-39:03,Weight,91.5
-40:03,DiasABP,61
-40:03,HR,90
-40:03,MAP,76
-40:03,SysABP,107
-40:03,Temp,37.3
-40:03,Urine,100
-40:03,Weight,91.5
-40:18,BUN,11
-40:18,Creatinine,0.9
-40:18,Glucose,111
-40:18,HCO3,20
-40:18,HCT,28.2
-40:18,Mg,2
-40:18,Platelets,110
-40:18,K,4.3
-40:18,Na,138
-40:18,WBC,11.5
-41:03,DiasABP,60
-41:03,GCS,15
-41:03,HR,90
-41:03,MAP,74
-41:03,SysABP,105
-41:03,Temp,37.3
-41:03,Urine,75
-41:03,Weight,91.5
-42:03,DiasABP,56
-42:03,GCS,15
-42:03,HR,90
-42:03,MAP,73
-42:03,SysABP,109
-42:03,Temp,37.3
-42:03,Urine,90
-42:03,Weight,91.5
-42:42,pH,7.41
-42:42,PaCO2,36
-42:42,PaO2,101
-43:03,DiasABP,63
-43:03,HR,90
-43:03,MAP,84
-43:03,SysABP,129
-43:03,Temp,37.2
-43:03,Urine,100
-43:03,Weight,91.5
-43:19,HCT,29.5
-43:33,DiasABP,51
-43:33,HR,60
-43:33,MAP,71
-43:33,SysABP,114
-43:33,Weight,91.5
-44:03,DiasABP,52
-44:03,HR,60
-44:03,MAP,72
-44:03,SysABP,116
-44:03,Temp,37.4
-44:03,Urine,50
-44:03,Weight,92.4
-45:03,DiasABP,52
-45:03,HR,60
-45:03,MAP,74
-45:03,SysABP,120
-45:03,Temp,37.2
-45:03,Urine,40
-45:03,Weight,92.4
-45:33,DiasABP,51
-45:33,HR,49
-45:33,MAP,72
-45:33,SysABP,115
-45:33,Weight,92.4
-46:03,DiasABP,53
-46:03,GCS,15
-46:03,HR,60
-46:03,MAP,76
-46:03,SysABP,127
-46:03,Temp,37.1
-46:03,Urine,55
-46:03,Weight,92.4
-47:03,DiasABP,60
-47:03,HR,60
-47:03,MAP,82
-47:03,SysABP,123
-47:03,Temp,37.2
-47:03,Urine,30
-47:03,Weight,92.4
diff --git a/data/set-a/132671.txt b/data/set-a/132671.txt
deleted file mode 100644
index 7b85124bebcf29dac4f63dc23227ee81b19f145b..0000000000000000000000000000000000000000
--- a/data/set-a/132671.txt
+++ /dev/null
@@ -1,397 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132671
-00:00,Age,55
-00:00,Gender,1
-00:00,Height,185.4
-00:00,ICUType,1
-00:00,Weight,96
-00:13,ALP,63
-00:13,ALT,69
-00:13,AST,303
-00:13,Bilirubin,0.8
-00:13,BUN,15
-00:13,Creatinine,1
-00:13,Glucose,219
-00:13,HCO3,24
-00:13,HCT,43
-00:13,Mg,1.6
-00:13,Platelets,372
-00:13,K,4.4
-00:13,Na,139
-00:13,TroponinT,4.81
-00:13,WBC,14.1
-00:38,DiasABP,86
-00:38,HR,98
-00:38,MAP,95
-00:38,RespRate,16
-00:38,SysABP,111
-00:38,Urine,60
-01:38,DiasABP,78
-01:38,HR,128
-01:38,MAP,95
-01:38,RespRate,14
-01:38,SysABP,104
-01:38,Urine,50
-02:04,pH,7.38
-02:04,PaCO2,38
-02:04,PaO2,120
-02:04,SaO2,98
-02:38,DiasABP,72
-02:38,HR,126
-02:38,MAP,90
-02:38,RespRate,14
-02:38,SysABP,106
-02:38,SaO2,98
-02:38,Urine,50
-03:38,DiasABP,69
-03:38,HR,124
-03:38,MAP,85
-03:38,SysABP,98
-03:38,Urine,60
-04:38,DiasABP,74
-04:38,HR,127
-04:38,MAP,91
-04:38,RespRate,16
-04:38,SysABP,103
-04:38,Urine,60
-05:29,BUN,16
-05:29,Creatinine,1
-05:29,Glucose,167
-05:29,HCO3,25
-05:29,HCT,43.6
-05:29,Mg,2.3
-05:29,Platelets,312
-05:29,K,4.6
-05:29,Na,140
-05:29,TroponinT,6.12
-05:29,WBC,12.7
-05:38,DiasABP,79
-05:38,HR,129
-05:38,MAP,94
-05:38,RespRate,14
-05:38,SysABP,105
-05:38,SaO2,98
-05:38,Temp,36.7
-05:38,Urine,70
-06:08,DiasABP,65
-06:08,HR,87
-06:08,MAP,82
-06:08,RespRate,17
-06:08,SysABP,93
-06:38,DiasABP,73
-06:38,HR,77
-06:38,MAP,93
-06:38,SysABP,105
-06:38,Urine,35
-07:38,DiasABP,84
-07:38,HR,112
-07:38,MAP,93
-07:38,RespRate,16
-07:38,SysABP,107
-08:38,DiasABP,69
-08:38,GCS,15
-08:38,HR,77
-08:38,MAP,86
-08:38,RespRate,14
-08:38,SysABP,100
-08:38,Temp,36.9
-08:38,Urine,120
-09:38,DiasABP,70
-09:38,HR,82
-09:38,MAP,84
-09:38,RespRate,22
-09:38,SysABP,99
-09:38,Urine,45
-10:38,DiasABP,73
-10:38,HR,74
-10:38,MAP,90
-10:38,NIDiasABP,84
-10:38,NIMAP,96.67
-10:38,NISysABP,122
-10:38,RespRate,12
-10:38,SysABP,101
-10:38,Urine,34
-10:58,HR,103
-11:08,HR,72
-11:38,DiasABP,75
-11:38,HR,92
-11:38,MAP,89
-11:38,SysABP,101
-11:48,DiasABP,70
-11:48,HR,67
-11:48,MAP,92
-11:48,SysABP,110
-11:58,DiasABP,65
-11:58,HR,66
-11:58,MAP,86
-11:58,SysABP,101
-12:38,DiasABP,79
-12:38,GCS,15
-12:38,HR,67
-12:38,MAP,100
-12:38,RespRate,17
-12:38,SysABP,110
-12:38,Temp,37.6
-12:38,Urine,28
-13:08,DiasABP,69
-13:08,HR,64
-13:08,MAP,89
-13:08,RespRate,18
-13:08,SysABP,101
-13:38,DiasABP,83
-13:38,HR,68
-13:38,MAP,102
-13:38,RespRate,18
-13:38,SysABP,118
-13:38,Urine,13
-14:38,DiasABP,76
-14:38,HR,70
-14:38,MAP,95
-14:38,RespRate,16
-14:38,SysABP,111
-14:38,Urine,36
-15:11,TroponinT,9.33
-15:38,DiasABP,71
-15:38,HR,73
-15:38,MAP,92
-15:38,RespRate,18
-15:38,SysABP,111
-15:38,Urine,60
-15:56,pH,7.42
-15:56,Lactate,2.5
-15:56,PaCO2,38
-15:56,PaO2,89
-16:38,DiasABP,69
-16:38,GCS,15
-16:38,HR,70
-16:38,MAP,88
-16:38,RespRate,18
-16:38,SysABP,109
-16:38,Temp,37.4
-16:38,Urine,30
-17:38,DiasABP,75
-17:38,HR,76
-17:38,MAP,104
-17:38,RespRate,16
-17:38,SysABP,120
-18:38,DiasABP,87
-18:38,HR,71
-18:38,MAP,102
-18:38,RespRate,16
-18:38,SysABP,118
-18:38,Urine,26
-19:38,DiasABP,79
-19:38,HR,76
-19:38,MAP,101
-19:38,RespRate,19
-19:38,SysABP,117
-19:38,Urine,50
-20:38,DiasABP,80
-20:38,GCS,15
-20:38,HR,73
-20:38,MAP,99
-20:38,RespRate,17
-20:38,SysABP,117
-20:38,Temp,37.1
-20:38,Urine,100
-21:38,DiasABP,82
-21:38,HR,77
-21:38,MAP,102
-21:38,RespRate,18
-21:38,SysABP,116
-21:38,Urine,100
-22:38,DiasABP,79
-22:38,HR,75
-22:38,MAP,103
-22:38,RespRate,22
-22:38,SysABP,119
-22:38,Urine,50
-23:38,DiasABP,92
-23:38,HR,74
-23:38,MAP,103
-23:38,RespRate,20
-23:38,SysABP,116
-23:38,Urine,100
-24:38,DiasABP,86
-24:38,GCS,15
-24:38,HR,73
-24:38,MAP,106
-24:38,RespRate,20
-24:38,SysABP,120
-24:38,Urine,50
-25:38,DiasABP,94
-25:38,HR,81
-25:38,MAP,104
-25:38,RespRate,17
-25:38,SysABP,116
-25:38,Urine,30
-26:38,DiasABP,92
-26:38,HR,79
-26:38,MAP,103
-26:38,RespRate,18
-26:38,SysABP,114
-26:38,Urine,30
-27:38,DiasABP,85
-27:38,HR,79
-27:38,MAP,104
-27:38,RespRate,17
-27:38,SysABP,118
-27:38,Urine,60
-28:38,Albumin,3.8
-28:38,ALP,55
-28:38,ALT,101
-28:38,AST,260
-28:38,Bilirubin,1.2
-28:38,BUN,17
-28:38,Creatinine,0.9
-28:38,DiasABP,86
-28:38,GCS,15
-28:38,Glucose,123
-28:38,HCO3,28
-28:38,HCT,37.4
-28:38,HR,78
-28:38,Mg,2
-28:38,MAP,100
-28:38,Platelets,214
-28:38,K,3.8
-28:38,Na,136
-28:38,RespRate,19
-28:38,SysABP,112
-28:38,Temp,38.1
-28:38,TroponinT,8.27
-28:38,Urine,60
-28:38,WBC,13.6
-29:08,DiasABP,100
-29:08,HR,105
-29:08,MAP,110
-29:08,RespRate,18
-29:08,SysABP,120
-29:38,DiasABP,89
-29:38,HR,95
-29:38,MAP,98
-29:38,RespRate,18
-29:38,SysABP,106
-29:38,SaO2,97
-29:38,Urine,50
-30:38,DiasABP,93
-30:38,HR,99
-30:38,MAP,105
-30:38,RespRate,24
-30:38,SysABP,118
-30:38,Urine,100
-31:38,DiasABP,88
-31:38,HR,95
-31:38,MAP,109
-31:38,RespRate,18
-31:38,SysABP,119
-32:38,DiasABP,91
-32:38,GCS,15
-32:38,HR,97
-32:38,MAP,108
-32:38,RespRate,15
-32:38,SysABP,119
-32:38,Temp,37.1
-32:38,Urine,400
-33:38,DiasABP,73
-33:38,HR,102
-33:38,MAP,89
-33:38,RespRate,19
-33:38,SysABP,101
-33:38,Urine,120
-34:38,DiasABP,80
-34:38,HR,92
-34:38,MAP,93
-34:38,RespRate,16
-34:38,SysABP,109
-34:38,Urine,45
-35:38,DiasABP,82
-35:38,HR,88
-35:38,MAP,104
-35:38,RespRate,19
-35:38,SysABP,113
-36:38,DiasABP,90
-36:38,GCS,15
-36:38,HR,100
-36:38,MAP,107
-36:38,RespRate,12
-36:38,SysABP,124
-36:38,Temp,37.7
-36:38,Urine,26
-36:42,HCT,37.6
-36:42,Platelets,217
-36:42,WBC,13
-37:01,Mg,1.9
-37:01,K,4
-37:38,DiasABP,83
-37:38,HR,94
-37:38,MAP,100
-37:38,RespRate,14
-37:38,SysABP,109
-37:38,Urine,55
-38:38,DiasABP,81
-38:38,HR,90
-38:38,MAP,109
-38:38,RespRate,16
-38:38,SysABP,111
-38:38,Urine,45
-39:38,DiasABP,83
-39:38,HR,87
-39:38,MAP,95
-39:38,RespRate,12
-39:38,SysABP,110
-39:38,Temp,37
-39:38,Urine,23
-40:38,DiasABP,81
-40:38,GCS,15
-40:38,HR,87
-40:38,MAP,93
-40:38,RespRate,25
-40:38,SysABP,113
-40:38,Urine,20
-41:38,DiasABP,71
-41:38,HR,94
-41:38,MAP,87
-41:38,RespRate,19
-41:38,SysABP,102
-41:38,Urine,30
-42:08,DiasABP,71
-42:08,HR,87
-42:08,MAP,87
-42:08,RespRate,17
-42:08,SysABP,102
-42:38,DiasABP,82
-42:38,HR,87
-42:38,MAP,99
-42:38,RespRate,18
-42:38,SysABP,109
-42:38,Urine,140
-44:33,HCT,36.1
-44:33,Platelets,198
-44:33,WBC,11.3
-44:38,DiasABP,89
-44:38,GCS,15
-44:38,HR,96
-44:38,MAP,100
-44:38,RespRate,15
-44:38,SysABP,117
-44:38,Temp,37.4
-44:38,Urine,110
-45:38,DiasABP,78
-45:38,HR,86
-45:38,MAP,92
-45:38,RespRate,20
-45:38,SysABP,102
-45:38,Urine,80
-46:38,DiasABP,69
-46:38,HR,86
-46:38,MAP,89
-46:38,RespRate,10
-46:38,SysABP,102
-46:38,Urine,38
-47:38,DiasABP,69
-47:38,HR,68
-47:38,MAP,90
-47:38,RespRate,0
-47:38,SysABP,109
-47:38,Temp,37.2
-47:38,Urine,120
diff --git a/data/set-a/132680.txt b/data/set-a/132680.txt
deleted file mode 100644
index c6f586febe6e800c7b5135fa58e889d98de3b9b1..0000000000000000000000000000000000000000
--- a/data/set-a/132680.txt
+++ /dev/null
@@ -1,414 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132680
-00:00,Age,80
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,66.4
-01:12,HR,71
-01:12,NIDiasABP,57
-01:12,NIMAP,78
-01:12,NISysABP,141
-01:12,Temp,36.8
-01:12,Weight,66.4
-01:27,FiO2,0.7
-01:27,GCS,7
-01:27,HR,68
-01:27,MechVent,1
-01:27,NIDiasABP,70
-01:27,NIMAP,85
-01:27,NISysABP,138
-01:27,Weight,66.4
-02:27,GCS,7
-02:27,HR,70
-02:27,NIDiasABP,65
-02:27,NIMAP,84
-02:27,NISysABP,147
-02:27,Urine,36
-02:27,Weight,66.4
-02:32,HR,69
-02:32,NIDiasABP,61
-02:32,NIMAP,89
-02:32,NISysABP,165
-02:32,Weight,66.4
-02:57,HR,71
-02:57,NIDiasABP,62
-02:57,NIMAP,86
-02:57,NISysABP,151
-02:57,Weight,66.4
-03:27,FiO2,0.6
-03:27,GCS,7
-03:27,HR,73
-03:27,MechVent,1
-03:27,NIDiasABP,61
-03:27,NIMAP,82
-03:27,NISysABP,146
-03:27,Weight,66.4
-04:12,DiasABP,52
-04:12,HR,79
-04:12,MAP,86
-04:12,NIDiasABP,63
-04:12,NIMAP,83
-04:12,NISysABP,146
-04:12,SysABP,164
-04:12,Weight,66.4
-04:27,DiasABP,53
-04:27,GCS,7
-04:27,HR,74
-04:27,MAP,87
-04:27,SysABP,164
-04:27,Temp,36.4
-04:27,Urine,25
-04:27,Weight,66.4
-04:51,pH,7.46
-04:51,PaCO2,31
-04:51,PaO2,232
-05:27,DiasABP,43
-05:27,FiO2,0.4
-05:27,GCS,7
-05:27,HR,74
-05:27,MAP,69
-05:27,MechVent,1
-05:27,SysABP,134
-05:27,Urine,26
-05:27,Weight,66.4
-05:51,Lactate,1.3
-06:27,DiasABP,47
-06:27,GCS,8
-06:27,HR,75
-06:27,MAP,77
-06:27,SysABP,142
-06:27,Urine,35
-06:27,Weight,66.4
-07:27,DiasABP,49
-07:27,HR,76
-07:27,MAP,74
-07:27,SysABP,140
-07:27,Urine,8
-07:27,Weight,66.4
-08:17,FiO2,0.4
-08:17,MechVent,1
-08:27,DiasABP,46
-08:27,GCS,7
-08:27,HR,76
-08:27,MAP,73
-08:27,NIDiasABP,53
-08:27,NIMAP,68
-08:27,NISysABP,117
-08:27,SysABP,140
-08:27,Temp,37.9
-08:27,Urine,10
-08:27,Weight,66.4
-09:27,DiasABP,48
-09:27,GCS,9
-09:27,HR,75
-09:27,MAP,79
-09:27,SysABP,148
-09:27,Urine,15
-09:27,Weight,66.4
-10:27,DiasABP,50
-10:27,GCS,9
-10:27,HR,80
-10:27,MAP,77
-10:27,SysABP,143
-10:27,Urine,25
-10:27,Weight,66.4
-10:52,Mg,2
-10:52,K,4.8
-10:52,Na,140
-11:27,DiasABP,54
-11:27,GCS,9
-11:27,HR,73
-11:27,MAP,85
-11:27,SysABP,156
-11:27,Urine,20
-11:27,Weight,66.4
-12:07,FiO2,0.4
-12:07,MechVent,1
-12:27,DiasABP,52
-12:27,GCS,8
-12:27,HR,73
-12:27,MAP,84
-12:27,NIDiasABP,55
-12:27,NIMAP,77
-12:27,NISysABP,143
-12:27,SysABP,155
-12:27,Temp,37.5
-12:27,Urine,50
-12:27,Weight,66.4
-13:27,GCS,8
-13:27,HR,76
-13:27,MAP,100
-13:27,Urine,30
-13:27,Weight,66.4
-14:27,DiasABP,77
-14:27,GCS,9
-14:27,HR,71
-14:27,MAP,96
-14:27,SysABP,135
-14:27,Urine,45
-14:27,Weight,66.4
-14:57,DiasABP,52
-14:57,MAP,89
-14:57,SysABP,164
-15:02,pH,7.43
-15:02,PaCO2,32
-15:02,PaO2,192
-15:27,DiasABP,63
-15:27,GCS,9
-15:27,HR,72
-15:27,MAP,86
-15:27,SysABP,126
-15:27,Urine,50
-15:27,Weight,67.5
-15:47,Albumin,2.6
-15:47,BUN,30
-15:47,Creatinine,2.2
-15:47,Glucose,136
-15:47,HCO3,21
-15:47,HCT,26.9
-15:47,Mg,2.3
-15:47,Platelets,229
-15:47,K,5
-15:47,Na,139
-15:47,WBC,13.5
-16:27,DiasABP,54
-16:27,GCS,9
-16:27,HR,71
-16:27,MAP,81
-16:27,SysABP,135
-16:27,Temp,37.6
-16:27,Urine,25
-16:27,Weight,67.5
-16:37,FiO2,0.4
-16:37,MechVent,1
-17:27,DiasABP,68
-17:27,HR,69
-17:27,SysABP,148
-17:27,Urine,50
-17:27,Weight,67.5
-18:27,DiasABP,61
-18:27,GCS,9
-18:27,HR,69
-18:27,MAP,91
-18:27,SysABP,144
-18:27,Urine,50
-18:27,Weight,67.5
-19:02,DiasABP,84
-19:02,MAP,111
-19:02,SysABP,150
-19:27,DiasABP,72
-19:27,HR,74
-19:27,MAP,95
-19:27,SysABP,132
-19:27,Urine,25
-19:27,Weight,67.5
-20:27,DiasABP,69
-20:27,FiO2,0.4
-20:27,GCS,9
-20:27,HR,71
-20:27,MAP,89
-20:27,MechVent,1
-20:27,SysABP,120
-20:27,Temp,37.4
-20:27,Urine,25
-20:27,Weight,67.5
-21:27,DiasABP,71
-21:27,HR,73
-21:27,MAP,96
-21:27,SysABP,136
-21:27,Urine,50
-21:27,Weight,67.5
-22:27,DiasABP,99
-22:27,FiO2,0.4
-22:27,GCS,9
-22:27,HR,76
-22:27,MAP,120
-22:27,MechVent,1
-22:27,SysABP,144
-22:27,Urine,60
-22:27,Weight,67.5
-23:17,DiasABP,77
-23:17,HR,72
-23:17,MAP,105
-23:17,SysABP,145
-23:17,Weight,67.5
-23:22,DiasABP,89
-23:22,HR,74
-23:22,MAP,118
-23:22,SysABP,158
-23:22,Weight,67.5
-23:27,DiasABP,93
-23:27,HR,74
-23:27,MAP,122
-23:27,SysABP,160
-23:27,Urine,180
-23:27,Weight,67.5
-24:27,DiasABP,88
-24:27,HR,72
-24:27,MAP,106
-24:27,SysABP,126
-24:27,Temp,36.8
-24:27,Urine,80
-24:27,Weight,67.5
-25:27,DiasABP,91
-25:27,HR,76
-25:27,MAP,108
-25:27,SysABP,125
-25:27,Urine,80
-25:27,Weight,67.5
-26:27,DiasABP,95
-26:27,HR,73
-26:27,MAP,107
-26:27,SysABP,117
-26:27,Urine,40
-26:27,Weight,67.5
-27:27,DiasABP,74
-27:27,GCS,11
-27:27,HR,77
-27:27,MAP,110
-27:27,SysABP,167
-27:27,Urine,100
-27:27,Weight,67.5
-28:27,DiasABP,77
-28:27,GCS,15
-28:27,HR,72
-28:27,MAP,104
-28:27,SysABP,143
-28:27,Temp,36.9
-28:27,Urine,30
-28:27,Weight,67.5
-29:27,DiasABP,77
-29:27,HR,73
-29:27,MAP,102
-29:27,SysABP,138
-29:27,Urine,35
-29:27,Weight,67.5
-30:27,HR,75
-30:27,Urine,30
-30:27,Weight,67.5
-31:27,HR,83
-31:27,Weight,67.5
-32:27,GCS,15
-32:27,HR,82
-32:27,MechVent,1
-32:27,NIDiasABP,52
-32:27,NIMAP,77
-32:27,NISysABP,153
-32:27,Urine,100
-32:27,Weight,67.5
-33:27,HR,76
-33:27,NIDiasABP,47
-33:27,NIMAP,67
-33:27,NISysABP,128
-33:27,Temp,36.7
-33:27,Urine,40
-33:27,Weight,67.5
-34:27,GCS,15
-34:27,HR,77
-34:27,NIDiasABP,54
-34:27,NIMAP,75
-34:27,NISysABP,137
-34:27,Urine,25
-34:27,Weight,67.5
-35:27,HR,77
-35:27,NIDiasABP,47
-35:27,NIMAP,67
-35:27,NISysABP,127
-35:27,Urine,45
-35:27,Weight,67.5
-36:27,GCS,14
-36:27,HR,80
-36:27,NIDiasABP,46
-36:27,NIMAP,68
-36:27,NISysABP,139
-36:27,Temp,36.7
-36:27,Urine,40
-36:27,Weight,66.1
-37:27,HR,79
-37:27,NIDiasABP,55
-37:27,NIMAP,78
-37:27,NISysABP,146
-37:27,Urine,30
-37:27,Weight,66.1
-38:27,GCS,14
-38:27,HR,80
-38:27,NIDiasABP,49
-38:27,NIMAP,73
-38:27,NISysABP,148
-38:27,Urine,40
-38:27,Weight,66.1
-39:27,HR,81
-39:27,NIDiasABP,58
-39:27,NIMAP,82
-39:27,NISysABP,152
-39:27,Urine,35
-39:27,Weight,66.1
-40:10,Albumin,2.7
-40:10,BUN,38
-40:10,Creatinine,2.5
-40:10,Glucose,158
-40:10,HCO3,19
-40:10,HCT,28.3
-40:10,Mg,2.4
-40:10,Platelets,263
-40:10,K,4.7
-40:10,Na,142
-40:10,WBC,16.9
-40:27,GCS,14
-40:27,HR,82
-40:27,MechVent,1
-40:27,NIDiasABP,52
-40:27,NIMAP,73
-40:27,NISysABP,132
-40:27,Temp,37
-40:27,Urine,30
-40:27,Weight,66.1
-41:27,HR,77
-41:27,NIDiasABP,54
-41:27,NIMAP,77
-41:27,NISysABP,144
-41:27,Urine,20
-41:27,Weight,66.1
-42:27,HR,79
-42:27,NIDiasABP,49
-42:27,NIMAP,76
-42:27,NISysABP,160
-42:27,Urine,40
-42:27,Weight,66.1
-43:27,HR,73
-43:27,NIDiasABP,47
-43:27,NIMAP,65
-43:27,NISysABP,123
-43:27,Urine,20
-43:27,Weight,66.1
-44:27,GCS,14
-44:27,HR,74
-44:27,NIDiasABP,54
-44:27,NIMAP,75
-44:27,NISysABP,143
-44:27,Temp,36.4
-44:27,Weight,66.1
-45:27,HR,68
-45:27,NIDiasABP,54
-45:27,NIMAP,76
-45:27,NISysABP,146
-45:27,Urine,65
-45:27,Weight,66.1
-46:27,GCS,14
-46:27,HR,68
-46:27,NIDiasABP,51
-46:27,NIMAP,73
-46:27,NISysABP,135
-46:27,Urine,30
-46:27,Weight,66.1
-46:57,HR,69
-46:57,NIDiasABP,55
-46:57,NIMAP,79
-46:57,NISysABP,160
-46:57,Weight,66.1
-47:27,HR,72
-47:27,NIDiasABP,54
-47:27,NIMAP,77
-47:27,NISysABP,150
-47:27,Weight,66.1
diff --git a/data/set-a/132682.txt b/data/set-a/132682.txt
deleted file mode 100644
index 615a1bddd2e7c7b818307dd9c356ebd17e647694..0000000000000000000000000000000000000000
--- a/data/set-a/132682.txt
+++ /dev/null
@@ -1,448 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132682
-00:00,Age,68
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,1
-00:00,Weight,78.9
-00:48,DiasABP,78
-00:48,GCS,15
-00:48,HR,53
-00:48,MAP,118
-00:48,SysABP,154
-00:48,Temp,35.7
-01:03,DiasABP,79
-01:03,HR,62
-01:03,MAP,118
-01:03,SysABP,141
-01:03,Urine,0
-02:03,DiasABP,84
-02:03,GCS,15
-02:03,HR,52
-02:03,MAP,95
-02:03,SysABP,159
-02:03,Urine,0
-02:03,Urine,960
-02:04,Urine,0
-03:03,DiasABP,65
-03:03,HR,54
-03:03,MAP,92
-03:03,SysABP,130
-03:03,Urine,195
-04:03,DiasABP,55
-04:03,HR,62
-04:03,MAP,93
-04:03,SysABP,121
-04:03,Urine,75
-04:42,BUN,14
-04:42,Creatinine,0.7
-04:42,Glucose,262
-04:42,HCO3,27
-04:42,HCT,36.3
-04:42,Mg,1.7
-04:42,Platelets,294
-04:42,K,3.7
-04:42,Na,135
-04:42,WBC,8.7
-05:03,DiasABP,52
-05:03,HR,46
-05:03,MAP,86
-05:03,SysABP,117
-05:03,Urine,110
-05:33,DiasABP,59
-05:33,HR,54
-05:33,MAP,90
-05:33,SysABP,119
-06:03,DiasABP,54
-06:03,GCS,15
-06:03,HR,52
-06:03,MAP,88
-06:03,SysABP,116
-06:03,Urine,40
-07:03,DiasABP,55
-07:03,HR,52
-07:03,MAP,86
-07:03,SysABP,112
-07:03,Temp,35.7
-07:03,Urine,140
-08:03,DiasABP,55
-08:03,HR,57
-08:03,MAP,86
-08:03,SysABP,112
-08:03,Urine,100
-10:03,DiasABP,55
-10:03,GCS,15
-10:03,HR,65
-10:03,MAP,85
-10:03,SysABP,122
-10:03,Temp,36.2
-10:03,Urine,145
-11:03,DiasABP,51
-11:03,HR,49
-11:03,MAP,82
-11:03,SysABP,116
-11:03,Urine,100
-11:03,Weight,78.9
-11:33,BUN,14
-11:33,Creatinine,0.8
-11:33,Glucose,287
-11:33,HCO3,27
-11:33,HCT,37.4
-11:33,Mg,2.2
-11:33,Platelets,315
-11:33,K,3.3
-11:33,Na,136
-11:33,WBC,11.7
-12:03,DiasABP,79
-12:03,HR,51
-12:03,MAP,101
-12:03,SysABP,126
-12:03,Urine,100
-12:03,Weight,78.9
-13:18,pH,7.45
-13:18,PaCO2,40
-13:18,PaO2,405
-15:05,pH,7.36
-15:05,PaCO2,47
-15:05,PaO2,308
-15:46,pH,7.34
-15:46,PaCO2,44
-15:46,PaO2,255
-16:42,pH,7.32
-16:42,PaCO2,47
-16:42,PaO2,266
-17:03,DiasABP,30
-17:03,GCS,3
-17:03,HR,84
-17:03,MAP,63
-17:03,MechVent,1
-17:03,SysABP,107
-17:03,Temp,36.4
-17:03,Urine,600
-17:03,Weight,78.9
-17:18,DiasABP,38
-17:18,HR,86
-17:18,MAP,78
-17:18,SysABP,136
-17:18,Temp,36.4
-17:18,Weight,78.9
-17:33,DiasABP,46
-17:33,HR,87
-17:33,MAP,77
-17:33,SysABP,114
-17:33,Temp,36.4
-17:33,Weight,78.9
-17:38,pH,7.25
-17:38,PaCO2,51
-17:38,PaO2,251
-17:38,SaO2,98
-17:48,DiasABP,49
-17:48,HR,91
-17:48,MAP,81
-17:48,SysABP,119
-17:48,Temp,36.4
-17:48,Weight,78.9
-17:49,pH,7.23
-17:49,PaCO2,57
-17:49,PaO2,261
-17:49,SaO2,97
-18:03,DiasABP,48
-18:03,HR,94
-18:03,MAP,82
-18:03,MechVent,1
-18:03,SysABP,119
-18:03,Temp,36.4
-18:03,Urine,0
-18:03,Weight,78.9
-18:33,DiasABP,51
-18:33,HR,82
-18:33,MAP,75
-18:33,SysABP,106
-18:33,Temp,36.4
-18:33,Weight,78.9
-18:36,HCT,32.3
-18:36,Mg,2.8
-18:36,Platelets,195
-18:48,DiasABP,44
-18:48,HR,74
-18:48,MAP,66
-18:48,SysABP,93
-18:48,Temp,36.3
-18:48,Weight,78.9
-19:02,pH,7.35
-19:02,PaCO2,43
-19:02,PaO2,106
-19:02,SaO2,98
-19:03,DiasABP,47
-19:03,HR,74
-19:03,MAP,72
-19:03,MechVent,1
-19:03,SysABP,103
-19:03,Temp,36.3
-19:03,Weight,78.9
-19:18,DiasABP,43
-19:18,HR,73
-19:18,MAP,63
-19:18,SysABP,89
-19:18,Temp,36.3
-19:18,Weight,78.9
-19:33,DiasABP,48
-19:33,HR,74
-19:33,MAP,74
-19:33,SysABP,107
-19:33,Temp,36.4
-19:33,Weight,78.9
-19:48,DiasABP,60
-19:48,GCS,10
-19:48,HR,86
-19:48,MAP,94
-19:48,SysABP,143
-19:48,Temp,36.4
-19:48,Weight,78.9
-20:03,DiasABP,59
-20:03,HR,77
-20:03,MAP,85
-20:03,SysABP,112
-20:03,Temp,36.4
-20:03,Weight,78.9
-20:06,pH,7.35
-20:18,DiasABP,56
-20:18,HR,82
-20:18,MAP,87
-20:18,SysABP,115
-20:18,Temp,36.6
-20:18,Weight,78.9
-20:33,DiasABP,54
-20:33,HR,81
-20:33,MAP,81
-20:33,SysABP,109
-20:33,Temp,36.6
-20:33,Weight,78.9
-21:03,DiasABP,59
-21:03,HR,90
-21:03,MAP,88
-21:03,SysABP,119
-21:03,Temp,36.7
-21:03,Weight,78.9
-21:40,pH,7.39
-21:40,PaCO2,44
-21:40,PaO2,136
-21:40,SaO2,99
-22:03,DiasABP,50
-22:03,GCS,10
-22:03,HR,97
-22:03,MAP,71
-22:03,SysABP,91
-22:03,Temp,36.9
-22:03,Weight,78.9
-22:18,DiasABP,61
-22:18,HR,106
-22:18,MAP,81
-22:18,SysABP,121
-22:18,Temp,36.8
-22:18,Weight,78.9
-22:33,DiasABP,50
-22:33,HR,95
-22:33,MAP,77
-22:33,SysABP,104
-22:33,Temp,36.8
-22:33,Weight,78.9
-22:48,DiasABP,50
-22:48,HR,96
-22:48,MAP,75
-22:48,SysABP,100
-22:48,Temp,36.8
-22:48,Weight,78.9
-23:03,DiasABP,48
-23:03,HR,97
-23:03,MAP,74
-23:03,SysABP,99
-23:03,Temp,36.8
-23:03,Weight,78.9
-23:33,DiasABP,53
-23:33,HR,95
-23:33,MAP,86
-23:33,SysABP,124
-23:33,Temp,36.7
-23:33,Weight,78.9
-24:03,DiasABP,53
-24:03,HR,92
-24:03,MAP,83
-24:03,SysABP,115
-24:03,Temp,36.7
-24:03,Weight,78.9
-24:18,DiasABP,64
-24:18,HR,91
-24:18,MAP,96
-24:18,SysABP,126
-24:18,Temp,36.7
-24:18,Weight,78.9
-24:33,DiasABP,57
-24:33,HR,91
-24:33,MAP,91
-24:33,SysABP,126
-24:33,Temp,36.7
-24:33,Weight,78.9
-24:39,pH,7.41
-24:39,SaO2,98
-25:03,DiasABP,52
-25:03,HR,87
-25:03,MAP,82
-25:03,MechVent,1
-25:03,SysABP,118
-25:03,Temp,36.6
-25:03,Weight,78.9
-25:47,Mg,1.8
-26:03,DiasABP,52
-26:03,GCS,15
-26:03,HR,92
-26:03,MAP,76
-26:03,SysABP,105
-26:03,Temp,36.6
-26:03,Weight,78.9
-26:48,DiasABP,48
-26:48,HR,98
-26:48,MAP,76
-26:48,SysABP,109
-26:48,Temp,36.8
-26:48,Weight,78.9
-27:03,DiasABP,48
-27:03,HR,97
-27:03,MAP,74
-27:03,SysABP,105
-27:03,Temp,36.8
-27:03,Weight,78.9
-28:03,DiasABP,52
-28:03,HR,100
-28:03,MAP,84
-28:03,SysABP,121
-28:03,Temp,36.9
-28:03,Weight,78.9
-29:03,DiasABP,45
-29:03,HR,100
-29:03,MAP,80
-29:03,SysABP,123
-29:03,Temp,36.8
-29:03,Weight,78.9
-29:40,pH,7.41
-29:40,PaCO2,44
-29:40,PaO2,73
-29:40,SaO2,96
-30:03,DiasABP,50
-30:03,GCS,15
-30:03,HR,104
-30:03,MAP,81
-30:03,SysABP,119
-30:03,Temp,37
-30:03,Weight,78.9
-30:23,BUN,14
-30:23,Creatinine,0.6
-30:23,Glucose,101
-30:23,HCO3,26
-30:23,HCT,31.7
-30:23,Mg,2.2
-30:23,Platelets,132
-30:23,K,4.2
-30:23,Na,139
-30:23,WBC,12.1
-31:03,DiasABP,53
-31:03,HR,100
-31:03,MAP,83
-31:03,SysABP,135
-31:03,Temp,37.1
-31:03,Weight,78.9
-32:03,DiasABP,53
-32:03,HR,98
-32:03,MAP,77
-32:03,SysABP,111
-32:03,Temp,37.1
-32:03,Weight,86.2
-33:03,DiasABP,54
-33:03,HR,99
-33:03,MAP,85
-33:03,SysABP,134
-33:03,Temp,37
-33:03,Weight,86.2
-33:48,DiasABP,53
-33:48,HR,97
-33:48,MAP,64
-33:48,SysABP,92
-33:48,Temp,37.1
-33:48,Weight,86.2
-34:03,DiasABP,50
-34:03,GCS,15
-34:03,HR,90
-34:03,MAP,64
-34:03,SysABP,98
-34:03,Temp,37.1
-34:03,Weight,86.2
-35:03,DiasABP,56
-35:03,HR,95
-35:03,MAP,76
-35:03,SysABP,123
-35:03,Temp,37.2
-35:03,Weight,86.2
-36:03,DiasABP,51
-36:03,HR,92
-36:03,MAP,66
-36:03,SysABP,102
-36:03,Temp,37.2
-36:03,Weight,86.2
-37:03,DiasABP,47
-37:03,HR,85
-37:03,MAP,61
-37:03,SysABP,91
-37:03,Weight,86.2
-38:03,DiasABP,56
-38:03,GCS,15
-38:03,HR,81
-38:03,MAP,72
-38:03,SysABP,104
-38:03,Temp,36.5
-38:03,Weight,86.2
-39:03,DiasABP,51
-39:03,HR,85
-39:03,MAP,64
-39:03,NIDiasABP,41
-39:03,NIMAP,60.33
-39:03,NISysABP,99
-39:03,SysABP,90
-39:03,Weight,86.2
-39:05,HCT,30.9
-40:03,DiasABP,44
-40:03,HR,82
-40:03,MAP,58
-40:03,NIDiasABP,54
-40:03,NIMAP,68.33
-40:03,NISysABP,97
-40:03,SysABP,86
-40:03,Weight,86.2
-41:03,HR,79
-41:03,NIDiasABP,47
-41:03,NIMAP,63.33
-41:03,NISysABP,96
-41:03,Weight,86.2
-42:03,GCS,15
-42:03,HR,78
-42:03,NIDiasABP,58
-42:03,NIMAP,74.67
-42:03,NISysABP,108
-42:03,Temp,36.4
-42:03,Weight,86.2
-43:03,HR,82
-43:03,NIDiasABP,58
-43:03,NIMAP,79
-43:03,NISysABP,121
-43:03,Weight,86.2
-44:03,HR,84
-44:03,NIDiasABP,59
-44:03,NIMAP,80.33
-44:03,NISysABP,123
-44:03,Weight,86.2
-46:03,GCS,15
-46:03,HR,84
-46:03,NIDiasABP,60
-46:03,NIMAP,85
-46:03,NISysABP,135
-46:03,Temp,36.9
-46:03,Weight,86.2
diff --git a/data/set-a/132683.txt b/data/set-a/132683.txt
deleted file mode 100644
index 6e231955c9c03400ec39cee20cd756736a1758ff..0000000000000000000000000000000000000000
--- a/data/set-a/132683.txt
+++ /dev/null
@@ -1,418 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132683
-00:00,Age,46
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-00:30,GCS,15
-00:30,HR,67
-00:30,NIDiasABP,53
-00:30,NIMAP,63
-00:30,NISysABP,93
-00:30,Temp,35.9
-00:45,HR,68
-00:45,NIDiasABP,53
-00:45,NIMAP,63
-00:45,NISysABP,93
-01:00,HR,66
-01:00,NIDiasABP,51
-01:00,NIMAP,61
-01:00,NISysABP,90
-01:00,Temp,36.1
-01:15,HR,66
-01:15,NIDiasABP,52
-01:15,NIMAP,61
-01:15,NISysABP,90
-01:15,Temp,36.5
-01:30,HR,78
-01:30,NIDiasABP,50
-01:30,NIMAP,60
-01:30,NISysABP,90
-01:45,HR,72
-01:45,NIDiasABP,64
-01:45,NIMAP,72
-01:45,NISysABP,98
-02:00,HR,69
-02:00,NIDiasABP,54
-02:00,NIMAP,64
-02:00,NISysABP,95
-02:30,HR,67
-02:30,NIDiasABP,54
-02:30,NIMAP,63
-02:30,NISysABP,92
-02:30,Temp,36.2
-02:45,HR,63
-03:45,GCS,15
-03:45,HR,67
-03:45,NIDiasABP,49
-03:45,NIMAP,60
-03:45,NISysABP,93
-04:00,HR,74
-04:00,NIDiasABP,52
-04:00,NIMAP,62
-04:00,NISysABP,96
-04:15,HR,69
-04:30,HR,71
-04:30,NIDiasABP,45
-04:30,NIMAP,56
-04:30,NISysABP,89
-04:45,HR,68
-04:45,NIDiasABP,45
-04:45,NIMAP,56
-04:45,NISysABP,89
-04:45,Temp,35.9
-04:45,Urine,1
-05:00,HR,69
-05:00,NIDiasABP,43
-05:00,NIMAP,55
-05:00,NISysABP,89
-05:15,HR,71
-05:30,HR,69
-05:30,NIDiasABP,47
-05:30,NIMAP,57
-05:30,NISysABP,89
-05:45,GCS,15
-05:45,HR,74
-05:45,NIDiasABP,47
-05:45,NIMAP,57
-05:45,NISysABP,89
-05:45,Temp,36.4
-05:45,Urine,1
-06:00,HR,72
-06:00,NIDiasABP,44
-06:00,NIMAP,55
-06:00,NISysABP,88
-06:15,HR,67
-06:30,HR,68
-06:30,NIDiasABP,54
-06:30,NIMAP,62
-06:30,NISysABP,91
-06:45,HR,72
-07:00,HR,68
-07:00,NIDiasABP,57
-07:00,NIMAP,65
-07:00,NISysABP,88
-07:15,HR,64
-07:45,GCS,15
-07:45,HR,71
-07:45,NIDiasABP,46
-07:45,NIMAP,57
-07:45,NISysABP,89
-07:45,Temp,36.8
-07:45,Urine,500
-07:45,Urine,1
-08:15,HR,63
-08:15,NIDiasABP,51
-08:15,NIMAP,61
-08:15,NISysABP,92
-08:45,HR,62
-08:45,NIDiasABP,52
-08:45,NIMAP,60
-08:45,NISysABP,87
-08:45,Temp,36.9
-08:45,Urine,60
-09:15,HR,64
-09:15,NIDiasABP,45
-09:15,NIMAP,55
-09:15,NISysABP,85
-09:15,Temp,36.8
-09:45,HR,62
-09:45,NIDiasABP,47
-09:45,NIMAP,56
-09:45,NISysABP,86
-09:45,Urine,30
-10:45,HR,61
-10:45,NIDiasABP,49
-10:45,NIMAP,58
-10:45,NISysABP,88
-10:45,Urine,30
-11:00,HR,71
-11:00,NIDiasABP,49
-11:00,NIMAP,57
-11:00,NISysABP,83
-11:09,Albumin,2.2
-11:09,ALP,142
-11:09,ALT,16
-11:09,AST,57
-11:09,Bilirubin,3.5
-11:09,BUN,37
-11:09,Creatinine,2.7
-11:09,Glucose,179
-11:09,HCO3,20
-11:09,HCT,20.8
-11:09,Mg,1.1
-11:09,Platelets,61
-11:09,K,3.7
-11:09,Na,133
-11:09,WBC,3.1
-11:15,HR,63
-11:30,HR,63
-11:30,NIDiasABP,32
-11:30,NIMAP,41
-11:30,NISysABP,73
-11:45,GCS,15
-11:45,HR,65
-11:45,NIDiasABP,32
-11:45,NIMAP,52
-11:45,NISysABP,73
-11:45,Urine,60
-12:00,HR,60
-12:00,NIDiasABP,49
-12:00,NIMAP,59
-12:00,NISysABP,89
-12:15,HR,63
-12:15,NIDiasABP,48
-12:15,NIMAP,57
-12:15,NISysABP,86
-12:30,HR,68
-12:30,NIDiasABP,48
-12:30,NIMAP,56
-12:30,NISysABP,85
-12:45,HR,62
-12:45,NIDiasABP,46
-12:45,NIMAP,56
-12:45,NISysABP,86
-12:45,Urine,60
-13:00,HR,66
-13:00,NIDiasABP,47
-13:00,NIMAP,55
-13:00,NISysABP,81
-13:15,HR,73
-13:15,NIDiasABP,48
-13:15,NIMAP,56
-13:15,NISysABP,81
-13:20,HR,68
-13:20,NIDiasABP,53
-13:20,NIMAP,64
-13:20,NISysABP,96
-13:20,Temp,36.3
-13:35,HR,72
-13:35,NIDiasABP,49
-13:35,NIMAP,60
-13:35,NISysABP,91
-13:35,Temp,36.2
-13:45,HR,62
-13:45,Urine,45
-14:00,HR,60
-14:00,NIDiasABP,52
-14:00,NIMAP,61
-14:00,NISysABP,88
-14:15,HR,59
-14:15,NIDiasABP,51
-14:15,NIMAP,60
-14:15,NISysABP,88
-14:30,HR,59
-14:45,HR,60
-14:45,NIDiasABP,51
-14:45,NIMAP,56
-14:45,NISysABP,88
-15:45,GCS,15
-15:45,HR,66
-15:45,NIDiasABP,54
-15:45,NIMAP,60
-15:45,NISysABP,91
-15:45,Temp,36.4
-15:45,Urine,30
-16:45,HR,60
-16:45,NIDiasABP,59
-16:45,NIMAP,69
-16:45,NISysABP,98
-17:45,HR,73
-17:45,NIDiasABP,55
-17:45,NIMAP,64
-17:45,NISysABP,92
-17:45,Urine,50
-18:29,HCT,26.6
-18:29,Mg,1.3
-18:45,HR,56
-18:45,NIDiasABP,55
-18:45,NIMAP,66
-18:45,NISysABP,98
-19:15,HR,63
-19:15,NIDiasABP,53
-19:15,NIMAP,63
-19:15,NISysABP,94
-19:45,GCS,15
-19:45,HR,67
-19:45,NIDiasABP,54
-19:45,NIMAP,48
-19:45,NISysABP,80
-19:45,Temp,36.2
-19:45,Urine,50
-19:45,Urine,0
-20:45,HR,52
-20:45,NIDiasABP,56
-20:45,NIMAP,64
-20:45,NISysABP,94
-22:15,GCS,15
-22:15,HR,56
-22:15,NIDiasABP,55
-22:15,NIMAP,62
-22:15,NISysABP,87
-22:15,Urine,60
-22:45,HR,59
-22:45,NIDiasABP,45
-22:45,NIMAP,56
-22:45,NISysABP,91
-23:45,HR,51
-23:45,NIDiasABP,40
-23:45,NIMAP,51
-23:45,NISysABP,87
-23:52,Mg,2.6
-23:52,K,3.1
-24:10,HCT,24.6
-24:45,GCS,15
-24:45,HR,50
-24:45,NIDiasABP,47
-24:45,NIMAP,57
-24:45,NISysABP,87
-24:45,Temp,36.1
-24:45,Urine,80
-25:45,HR,57
-25:45,NIDiasABP,56
-25:45,NIMAP,65
-25:45,NISysABP,95
-25:45,Urine,80
-26:45,HR,61
-26:45,NIDiasABP,54
-26:45,NIMAP,64
-26:45,NISysABP,97
-27:45,GCS,15
-27:45,HR,54
-27:45,NIDiasABP,52
-27:45,NIMAP,62
-27:45,NISysABP,94
-27:45,Temp,36.3
-27:45,Urine,70
-28:23,HCT,26.9
-28:23,Platelets,58
-28:23,K,4.9
-28:45,HR,53
-28:45,NIDiasABP,48
-28:45,NIMAP,58
-28:45,NISysABP,91
-29:45,HR,52
-29:45,NIDiasABP,43
-29:45,NIMAP,52
-29:45,NISysABP,83
-29:45,Urine,60
-30:45,HR,67
-30:45,NIDiasABP,49
-30:45,NIMAP,59
-30:45,NISysABP,91
-31:45,GCS,15
-31:45,HR,58
-31:45,NIDiasABP,56
-31:45,NIMAP,65
-31:45,NISysABP,95
-31:45,Temp,36.7
-31:45,Urine,85
-32:29,HCT,26
-32:29,K,4.2
-32:45,HR,47
-32:45,NIDiasABP,45
-32:45,NIMAP,55
-32:45,NISysABP,87
-33:45,HR,53
-33:45,NIDiasABP,41
-33:45,NIMAP,52
-33:45,NISysABP,85
-33:45,Urine,80
-34:45,HR,53
-34:45,NIDiasABP,43
-34:45,NIMAP,53
-34:45,NISysABP,83
-35:45,HR,55
-35:45,NIDiasABP,42
-35:45,NIMAP,53
-35:45,NISysABP,85
-35:45,Urine,80
-36:45,HR,50
-36:45,NIDiasABP,40
-36:45,NIMAP,51
-36:45,NISysABP,83
-37:45,HR,53
-37:45,NIDiasABP,47
-37:45,NIMAP,58
-37:45,NISysABP,90
-37:45,Urine,50
-38:14,Albumin,2
-38:14,ALP,122
-38:14,ALT,18
-38:14,AST,87
-38:14,Bilirubin,4
-38:14,BUN,29
-38:14,Creatinine,2.1
-38:14,Glucose,119
-38:14,HCO3,18
-38:14,HCT,24.9
-38:14,Mg,2.1
-38:14,Platelets,67
-38:14,K,4.9
-38:14,Na,132
-38:14,WBC,3.5
-38:45,GCS,15
-38:45,HR,56
-38:45,NIDiasABP,39
-38:45,NIMAP,51
-38:45,NISysABP,84
-38:45,Temp,36.6
-38:45,Urine,30
-39:45,HR,56
-39:45,NIDiasABP,55
-39:45,NIMAP,64
-39:45,NISysABP,93
-40:27,Albumin,1.9
-40:27,BUN,28
-40:27,Creatinine,2.1
-40:27,Glucose,150
-40:27,HCO3,17
-40:27,HCT,24.5
-40:27,Mg,2.1
-40:27,Platelets,71
-40:27,K,3.9
-40:27,Na,133
-40:27,WBC,3.6
-40:45,HR,48
-40:45,NIDiasABP,41
-40:45,NIMAP,53
-40:45,NISysABP,87
-40:45,Urine,30
-41:45,HR,45
-41:45,NIDiasABP,52
-41:45,NIMAP,62
-41:45,NISysABP,91
-42:45,GCS,15
-42:45,HR,45
-42:45,NIDiasABP,55
-42:45,NISysABP,94
-42:45,Temp,37
-42:45,Urine,40
-43:45,HR,56
-43:45,NIDiasABP,55
-43:45,NIMAP,65
-43:45,NISysABP,94
-43:45,Urine,40
-44:45,HR,53
-44:45,NIDiasABP,53
-44:45,NIMAP,65
-44:45,NISysABP,101
-44:45,Urine,40
-45:45,HR,57
-45:45,NIDiasABP,60
-45:45,NIMAP,70
-45:45,NISysABP,100
-45:45,Urine,30
-46:45,HR,48
-46:45,NIDiasABP,47
-46:45,NIMAP,62
-46:45,NISysABP,95
-46:45,Urine,30
-47:45,GCS,15
-47:45,HR,52
-47:45,NIDiasABP,59
-47:45,NIMAP,71
-47:45,NISysABP,110
-47:45,Temp,37
-47:45,Urine,30
diff --git a/data/set-a/132685.txt b/data/set-a/132685.txt
deleted file mode 100644
index 0a5a9d35dbcf3bf4bf9350b893a7e611468e8665..0000000000000000000000000000000000000000
--- a/data/set-a/132685.txt
+++ /dev/null
@@ -1,355 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132685
-00:00,Age,77
-00:00,Gender,1
-00:00,Height,172.7
-00:00,ICUType,1
-00:00,Weight,81.8
-01:12,DiasABP,70
-01:12,GCS,15
-01:12,HR,78
-01:12,MAP,90
-01:12,RespRate,16
-01:12,SysABP,120
-01:12,Temp,35.6
-02:12,DiasABP,66
-02:12,HR,73
-02:12,MAP,83
-02:12,RespRate,16
-02:12,SysABP,111
-02:12,Urine,125
-03:12,DiasABP,66
-03:12,HR,74
-03:12,MAP,84
-03:12,NIDiasABP,75
-03:12,NIMAP,82
-03:12,NISysABP,102
-03:12,RespRate,18
-03:12,SysABP,113
-03:33,ALP,45
-03:33,ALT,33
-03:33,AST,184
-03:33,Bilirubin,0.5
-03:33,Platelets,230
-03:33,K,4.3
-03:33,TroponinT,5.2
-04:12,GCS,14
-04:12,HR,75
-04:12,NIDiasABP,87
-04:12,NIMAP,94
-04:12,NISysABP,116
-04:12,RespRate,14
-04:12,Temp,35.8
-05:12,HR,76
-05:12,NIDiasABP,91
-05:12,NIMAP,99
-05:12,NISysABP,124
-05:12,RespRate,16
-05:12,Urine,350
-06:12,HR,82
-06:12,NIDiasABP,89
-06:12,NIMAP,100
-06:12,NISysABP,130
-06:12,RespRate,13
-06:12,Urine,350
-06:42,HR,77
-06:42,NIDiasABP,98
-06:42,NIMAP,103
-06:42,NISysABP,118
-06:42,RespRate,19
-07:12,HR,79
-07:12,NIDiasABP,97
-07:12,NIMAP,104
-07:12,NISysABP,127
-07:12,RespRate,19
-07:12,Urine,300
-08:12,GCS,15
-08:12,HR,82
-08:12,NIDiasABP,98
-08:12,NIMAP,107
-08:12,NISysABP,136
-08:12,RespRate,22
-08:12,Temp,36.8
-09:12,HR,83
-09:12,NIDiasABP,95
-09:12,NIMAP,102
-09:12,NISysABP,124
-09:12,RespRate,21
-10:12,HR,86
-10:12,NIDiasABP,98
-10:12,NIMAP,106
-10:12,NISysABP,135
-10:12,RespRate,22
-10:12,Urine,350
-11:12,HR,86
-11:12,NIDiasABP,101
-11:12,NIMAP,108
-11:12,NISysABP,135
-11:12,RespRate,20
-11:12,Urine,500
-12:12,GCS,15
-12:12,HR,80
-12:12,NIDiasABP,100
-12:12,NIMAP,106
-12:12,NISysABP,130
-12:12,RespRate,18
-12:12,Temp,36.7
-13:12,HR,86
-13:12,NIDiasABP,90
-13:12,NIMAP,99
-13:12,NISysABP,126
-13:12,RespRate,18
-13:12,Urine,675
-13:45,Creatinine,1
-13:45,HCT,40.7
-13:45,Mg,2
-13:45,Platelets,232
-13:45,K,3.7
-13:45,Na,133
-13:45,TroponinT,5.89
-14:12,HR,85
-14:12,NIDiasABP,91
-14:12,NIMAP,99
-14:12,NISysABP,124
-14:12,RespRate,17
-15:12,HR,83
-15:12,NIDiasABP,88
-15:12,NIMAP,96
-15:12,NISysABP,121
-15:12,RespRate,19
-16:12,GCS,15
-16:12,HR,87
-16:12,NIDiasABP,91
-16:12,NIMAP,99
-16:12,NISysABP,126
-16:12,RespRate,17
-16:12,Urine,500
-17:12,HR,90
-17:12,NIDiasABP,92
-17:12,NIMAP,98
-17:12,NISysABP,123
-17:12,RespRate,23
-17:12,Temp,37.2
-18:12,HR,95
-18:12,NIDiasABP,83
-18:12,NIMAP,93
-18:12,NISysABP,126
-18:12,RespRate,20
-18:12,Urine,400
-18:51,BUN,11
-18:51,Cholesterol,181
-18:51,Creatinine,0.9
-18:51,Glucose,126
-18:51,HCO3,25
-18:51,HCT,43.3
-18:51,Mg,2
-18:51,Platelets,239
-18:51,K,3.8
-18:51,Na,130
-18:51,WBC,12.4
-20:12,GCS,15
-20:12,HR,104
-20:12,NIDiasABP,83
-20:12,NIMAP,90
-20:12,NISysABP,109
-20:12,RespRate,21
-20:12,Temp,37.2
-21:12,HR,82
-21:12,NIDiasABP,82
-21:12,NIMAP,89
-21:12,NISysABP,108
-21:12,RespRate,20
-21:12,Urine,300
-22:12,HR,86
-22:12,NIDiasABP,78
-22:12,NIMAP,86
-22:12,NISysABP,111
-22:12,RespRate,21
-22:12,Urine,225
-23:12,HR,87
-23:12,NIDiasABP,70
-23:12,NIMAP,76
-23:12,NISysABP,96
-23:12,RespRate,23
-24:12,GCS,15
-24:12,HR,87
-24:12,NIDiasABP,72
-24:12,NIMAP,77
-24:12,NISysABP,100
-24:12,RespRate,20
-24:12,Temp,36.7
-24:12,Urine,600
-25:12,HR,91
-25:12,NIDiasABP,76
-25:12,NIMAP,83
-25:12,NISysABP,104
-25:12,RespRate,19
-25:12,Urine,300
-26:12,HR,85
-26:12,NIDiasABP,72
-26:12,NIMAP,80
-26:12,NISysABP,105
-26:12,RespRate,20
-26:12,Urine,230
-27:12,HR,90
-27:12,NIDiasABP,75
-27:12,NIMAP,80
-27:12,NISysABP,99
-27:12,RespRate,28
-28:12,GCS,15
-28:12,HR,89
-28:12,NIDiasABP,74
-28:12,NIMAP,83
-28:12,NISysABP,109
-28:12,RespRate,17
-28:12,Temp,37.2
-28:12,Urine,300
-28:17,Creatinine,1.2
-28:17,Mg,2.4
-28:17,K,3.9
-28:17,Na,137
-29:12,HR,98
-29:12,NIDiasABP,76
-29:12,NIMAP,83
-29:12,NISysABP,108
-29:12,RespRate,7
-29:12,Urine,250
-29:42,HR,118
-29:42,NIDiasABP,60
-29:42,NIMAP,71
-29:42,NISysABP,106
-29:42,RespRate,23
-29:42,Temp,37.7
-30:12,HR,120
-30:12,NIDiasABP,56
-30:12,NIMAP,69
-30:12,NISysABP,109
-30:12,RespRate,16
-31:12,HR,89
-31:12,NIDiasABP,65
-31:12,NIMAP,70
-31:12,NISysABP,88
-31:12,RespRate,15
-31:27,NIDiasABP,69
-31:27,NIMAP,73
-31:27,NISysABP,89
-31:42,NIDiasABP,64
-31:42,NIMAP,70
-31:42,NISysABP,92
-32:12,GCS,15
-32:12,HR,84
-32:12,NIDiasABP,67
-32:12,NIMAP,74
-32:12,NISysABP,93
-32:12,RespRate,19
-32:12,Temp,36.8
-33:12,HR,81
-33:12,NIDiasABP,70
-33:12,NIMAP,76
-33:12,NISysABP,96
-33:12,RespRate,13
-33:12,Urine,250
-34:12,HR,78
-34:12,NIDiasABP,72
-34:12,NIMAP,77
-34:12,NISysABP,92
-34:12,RespRate,23
-35:12,HR,79
-35:12,NIDiasABP,74
-35:12,NIMAP,77
-35:12,NISysABP,90
-35:12,RespRate,16
-36:12,GCS,15
-36:12,HR,79
-36:12,NIDiasABP,58
-36:12,NIMAP,68
-36:12,NISysABP,100
-36:12,RespRate,15
-36:12,Temp,36.7
-36:12,Urine,225
-37:12,HR,76
-37:12,NIDiasABP,71
-37:12,NIMAP,78
-37:12,NISysABP,101
-37:12,RespRate,17
-38:12,HR,78
-38:12,NIDiasABP,78
-38:12,NIMAP,84
-38:12,NISysABP,103
-38:12,RespRate,17
-39:12,HR,81
-39:12,NIDiasABP,80
-39:12,NIMAP,83
-39:12,NISysABP,94
-39:12,RespRate,13
-40:12,GCS,15
-40:12,HR,84
-40:12,NIDiasABP,73
-40:12,NIMAP,78
-40:12,NISysABP,94
-40:12,RespRate,13
-40:12,Urine,240
-41:12,HR,87
-41:12,NIDiasABP,57
-41:12,NIMAP,64
-41:12,NISysABP,88
-41:12,RespRate,16
-42:12,HR,81
-42:12,NIDiasABP,77
-42:12,NIMAP,80
-42:12,NISysABP,93
-42:12,RespRate,14
-42:12,Temp,36.8
-42:12,Urine,240
-43:11,BUN,15
-43:11,Creatinine,1.1
-43:11,Glucose,104
-43:11,HCO3,25
-43:11,HCT,40.1
-43:11,Mg,2.2
-43:11,Platelets,207
-43:11,K,4.3
-43:11,Na,135
-43:11,WBC,9
-43:12,HR,81
-43:12,NIDiasABP,81
-43:12,NIMAP,86
-43:12,NISysABP,103
-43:12,RespRate,16
-44:12,GCS,15
-44:12,HR,99
-44:12,NIDiasABP,76
-44:12,NIMAP,82
-44:12,NISysABP,100
-44:12,RespRate,18
-45:12,HR,123
-45:12,NIMAP,86
-45:12,RespRate,23
-46:12,HR,108
-46:12,NIDiasABP,64
-46:12,NIMAP,68
-46:12,NISysABP,86
-46:12,RespRate,20
-46:27,HR,110
-46:27,NIDiasABP,61
-46:27,NIMAP,67
-46:27,NISysABP,91
-46:27,RespRate,17
-46:57,HR,117
-46:57,NIDiasABP,73
-46:57,NIMAP,77
-46:57,NISysABP,90
-46:57,RespRate,21
-47:12,FiO2,0.5
-47:12,Temp,36.7
-47:27,HR,114
-47:27,NIDiasABP,67
-47:27,NIMAP,73
-47:27,NISysABP,91
-47:27,RespRate,22
-47:42,FiO2,1
-47:42,HR,112
-47:42,NIDiasABP,80
-47:42,NIMAP,86
-47:42,NISysABP,104
-47:42,RespRate,21
diff --git a/data/set-a/132686.txt b/data/set-a/132686.txt
deleted file mode 100644
index 6248843054aef8617a6cdd1e54f6ea0d9769c71b..0000000000000000000000000000000000000000
--- a/data/set-a/132686.txt
+++ /dev/null
@@ -1,519 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132686
-00:00,Age,68
-00:00,Gender,1
-00:00,Height,157.5
-00:00,ICUType,4
-00:00,Weight,111.3
-00:29,DiasABP,62
-00:29,HR,61
-00:29,MAP,88
-00:29,RespRate,23
-00:29,SysABP,160
-00:29,Weight,111.3
-00:59,DiasABP,65
-00:59,HR,62
-00:59,MAP,89
-00:59,NIDiasABP,65
-00:59,NIMAP,95.67
-00:59,NISysABP,157
-00:59,RespRate,17
-00:59,SysABP,136
-00:59,Urine,240
-00:59,Weight,111.3
-01:59,DiasABP,89
-01:59,HR,76
-01:59,MAP,109
-01:59,NIDiasABP,57
-01:59,NIMAP,94
-01:59,NISysABP,168
-01:59,RespRate,14
-01:59,SysABP,127
-01:59,Temp,35.8
-01:59,Urine,100
-01:59,Weight,111.3
-02:59,DiasABP,59
-02:59,HR,74
-02:59,MAP,59
-02:59,NIDiasABP,63
-02:59,NIMAP,95.67
-02:59,NISysABP,161
-02:59,RespRate,14
-02:59,SysABP,151
-02:59,Urine,80
-02:59,Weight,111.3
-03:19,pH,7.44
-03:19,PaCO2,30
-03:19,PaO2,75
-03:59,DiasABP,64
-03:59,GCS,13
-03:59,HR,67
-03:59,MAP,93
-03:59,NIDiasABP,67
-03:59,NIMAP,102
-03:59,NISysABP,172
-03:59,RespRate,15
-03:59,SysABP,170
-03:59,Temp,36.5
-03:59,Urine,140
-03:59,Weight,111.3
-04:59,DiasABP,80
-04:59,HR,93
-04:59,MAP,126
-04:59,NIDiasABP,114
-04:59,NIMAP,133.7
-04:59,NISysABP,173
-04:59,RespRate,25
-04:59,SysABP,199
-04:59,Urine,80
-04:59,Weight,111.3
-05:59,DiasABP,94
-05:59,HR,123
-05:59,MAP,121
-05:59,NIDiasABP,64
-05:59,NIMAP,88
-05:59,NISysABP,136
-05:59,RespRate,22
-05:59,SysABP,166
-05:59,Urine,130
-05:59,Weight,111.3
-06:59,DiasABP,75
-06:59,HR,99
-06:59,MAP,77
-06:59,NIDiasABP,61
-06:59,NIMAP,87.67
-06:59,NISysABP,141
-06:59,RespRate,17
-06:59,SysABP,159
-06:59,Urine,80
-06:59,Weight,111.3
-07:59,DiasABP,115
-07:59,GCS,13
-07:59,HR,103
-07:59,MAP,121
-07:59,NIDiasABP,53
-07:59,NIMAP,81
-07:59,NISysABP,137
-07:59,RespRate,24
-07:59,SysABP,132
-07:59,Temp,37.4
-07:59,Urine,125
-07:59,Weight,111.3
-08:59,DiasABP,80
-08:59,HR,101
-08:59,MAP,114
-08:59,NIDiasABP,114
-08:59,NIMAP,129
-08:59,NISysABP,159
-08:59,RespRate,14
-08:59,SysABP,195
-08:59,Urine,90
-08:59,Weight,111.3
-09:59,DiasABP,84
-09:59,GCS,13
-09:59,HR,110
-09:59,MAP,116
-09:59,NIDiasABP,81
-09:59,NIMAP,100
-09:59,NISysABP,138
-09:59,RespRate,17
-09:59,SysABP,195
-09:59,Urine,100
-09:59,Weight,111.3
-10:59,DiasABP,82
-10:59,GCS,13
-10:59,HR,110
-10:59,MAP,107
-10:59,NIDiasABP,88
-10:59,NIMAP,103.7
-10:59,NISysABP,135
-10:59,RespRate,21
-10:59,SysABP,154
-10:59,Temp,37.4
-10:59,Urine,135
-10:59,Weight,111.3
-11:59,DiasABP,78
-11:59,HR,116
-11:59,MAP,101
-11:59,NIDiasABP,86
-11:59,NIMAP,117.7
-11:59,NISysABP,181
-11:59,RespRate,20
-11:59,SysABP,163
-11:59,Urine,200
-11:59,Weight,111.3
-12:29,DiasABP,63
-12:29,HR,86
-12:29,MAP,84
-12:29,NIDiasABP,60
-12:29,NIMAP,80
-12:29,NISysABP,120
-12:29,RespRate,20
-12:29,SysABP,138
-12:29,Weight,111.3
-12:59,DiasABP,62
-12:59,HR,81
-12:59,MAP,81
-12:59,NIDiasABP,59
-12:59,NIMAP,86.33
-12:59,NISysABP,141
-12:59,RespRate,20
-12:59,SysABP,127
-12:59,Urine,105
-12:59,Weight,111.3
-13:59,DiasABP,81
-13:59,HR,105
-13:59,MAP,97
-13:59,NIDiasABP,88
-13:59,NIMAP,108.7
-13:59,NISysABP,150
-13:59,RespRate,24
-13:59,SysABP,120
-13:59,Urine,135
-13:59,Weight,111.3
-14:59,DiasABP,84
-14:59,HR,102
-14:59,MAP,118
-14:59,NIDiasABP,79
-14:59,NIMAP,100
-14:59,NISysABP,142
-14:59,RespRate,23
-14:59,SysABP,184
-14:59,Urine,170
-14:59,Weight,111.3
-15:59,DiasABP,76
-15:59,GCS,12
-15:59,HR,99
-15:59,MAP,105
-15:59,NIDiasABP,67
-15:59,NIMAP,95.67
-15:59,NISysABP,153
-15:59,RespRate,21
-15:59,SysABP,167
-15:59,Temp,36.7
-15:59,Urine,200
-15:59,Weight,111.3
-16:29,Albumin,3.3
-16:29,ALP,70
-16:29,ALT,19
-16:29,AST,25
-16:29,Bilirubin,0.4
-16:29,BUN,17
-16:29,Creatinine,0.9
-16:29,Glucose,164
-16:29,HCO3,23
-16:29,HCT,28.8
-16:29,Platelets,214
-16:29,K,4.1
-16:29,Na,140
-16:29,WBC,15.6
-16:32,pH,7.5
-16:32,PaCO2,29
-16:32,PaO2,70
-16:59,DiasABP,57
-16:59,HR,102
-16:59,MAP,77
-16:59,NIDiasABP,111
-16:59,NIMAP,124.7
-16:59,NISysABP,152
-16:59,RespRate,17
-16:59,SysABP,127
-16:59,Urine,180
-16:59,Weight,111.3
-17:59,DiasABP,54
-17:59,HR,93
-17:59,MAP,73
-17:59,NIDiasABP,82
-17:59,NIMAP,107.3
-17:59,NISysABP,158
-17:59,RespRate,22
-17:59,SysABP,119
-17:59,Urine,190
-17:59,Weight,111.3
-19:59,DiasABP,52
-19:59,GCS,12
-19:59,HR,90
-19:59,MAP,73
-19:59,RespRate,21
-19:59,SysABP,126
-19:59,Temp,37.9
-19:59,Urine,180
-19:59,Weight,111.3
-20:59,DiasABP,61
-20:59,HR,78
-20:59,MAP,83
-20:59,RespRate,22
-20:59,SysABP,141
-20:59,Urine,260
-20:59,Weight,111.3
-21:52,pH,7.48
-21:52,PaCO2,30
-21:52,PaO2,68
-21:59,DiasABP,77
-21:59,GCS,11
-21:59,HR,99
-21:59,MAP,107
-21:59,RespRate,23
-21:59,SysABP,176
-21:59,Urine,200
-21:59,Weight,111.3
-22:29,DiasABP,71
-22:29,HR,82
-22:29,MAP,99
-22:29,RespRate,21
-22:29,SysABP,164
-22:29,Weight,111.3
-22:59,DiasABP,74
-22:59,HR,90
-22:59,MAP,103
-22:59,NIDiasABP,67
-22:59,NIMAP,92.67
-22:59,NISysABP,144
-22:59,RespRate,23
-22:59,SysABP,168
-22:59,Urine,320
-22:59,Weight,111.3
-23:32,pH,7.47
-23:32,PaCO2,33
-23:32,PaO2,76
-23:59,DiasABP,69
-23:59,GCS,9
-23:59,HR,82
-23:59,MAP,94
-23:59,NIDiasABP,87
-23:59,NIMAP,106.3
-23:59,NISysABP,145
-23:59,RespRate,22
-23:59,SysABP,161
-23:59,Temp,37.6
-23:59,Urine,100
-23:59,Weight,111.3
-24:59,DiasABP,58
-24:59,HR,90
-24:59,MAP,78
-24:59,RespRate,25
-24:59,SysABP,133
-24:59,Urine,120
-24:59,Weight,111.3
-25:13,BUN,16
-25:13,Creatinine,0.8
-25:13,Glucose,166
-25:13,HCO3,23
-25:13,Mg,1.7
-25:13,K,4
-25:13,Na,139
-25:29,DiasABP,59
-25:29,HR,89
-25:29,MAP,81
-25:29,RespRate,21
-25:29,SysABP,137
-25:29,Weight,111.3
-25:59,DiasABP,67
-25:59,GCS,12
-25:59,HR,85
-25:59,MAP,94
-25:59,RespRate,23
-25:59,SysABP,157
-25:59,Urine,100
-25:59,Weight,111.3
-26:59,DiasABP,55
-26:59,HR,75
-26:59,MAP,77
-26:59,NIDiasABP,76
-26:59,NIMAP,100.3
-26:59,NISysABP,149
-26:59,RespRate,22
-26:59,SysABP,137
-26:59,Weight,111.3
-27:05,pH,7.44
-27:05,PaCO2,38
-27:05,PaO2,85
-27:59,DiasABP,69
-27:59,GCS,12
-27:59,HR,82
-27:59,MAP,100
-27:59,NIDiasABP,74
-27:59,NIMAP,111.7
-27:59,NISysABP,187
-27:59,RespRate,20
-27:59,SysABP,167
-27:59,Urine,450
-27:59,Weight,111.3
-28:59,DiasABP,60
-28:59,HR,78
-28:59,MAP,87
-28:59,NIDiasABP,80
-28:59,NIMAP,106.3
-28:59,NISysABP,159
-28:59,RespRate,22
-28:59,SysABP,147
-28:59,Urine,100
-28:59,Weight,111.3
-29:59,DiasABP,64
-29:59,GCS,12
-29:59,HR,72
-29:59,MAP,94
-29:59,RespRate,23
-29:59,SysABP,159
-29:59,Temp,37.8
-29:59,Urine,200
-29:59,Weight,111.3
-30:59,DiasABP,65
-30:59,HR,75
-30:59,MAP,95
-30:59,RespRate,22
-30:59,SysABP,156
-30:59,Urine,240
-30:59,Weight,111.3
-31:59,DiasABP,66
-31:59,GCS,11
-31:59,HR,78
-31:59,MAP,94
-31:59,RespRate,22
-31:59,SysABP,149
-31:59,Temp,37.7
-31:59,Urine,400
-31:59,Weight,111.3
-32:59,DiasABP,61
-32:59,HR,71
-32:59,MAP,99
-32:59,RespRate,21
-32:59,SysABP,121
-32:59,Urine,190
-32:59,Weight,111.3
-33:59,DiasABP,80
-33:59,GCS,13
-33:59,HR,68
-33:59,MAP,107
-33:59,RespRate,21
-33:59,SysABP,147
-33:59,Urine,100
-33:59,Weight,111.3
-34:59,DiasABP,70
-34:59,HR,73
-34:59,MAP,96
-34:59,RespRate,17
-34:59,SysABP,145
-34:59,Urine,50
-34:59,Weight,111.3
-35:59,DiasABP,72
-35:59,GCS,11
-35:59,RespRate,17
-35:59,SysABP,158
-35:59,Urine,60
-36:59,DiasABP,73
-36:59,HR,67
-36:59,MAP,103
-36:59,RespRate,16
-36:59,SysABP,160
-36:59,Temp,36.9
-36:59,Urine,100
-36:59,Weight,111.3
-37:59,DiasABP,71
-37:59,GCS,11
-37:59,HR,56
-37:59,MAP,101
-37:59,RespRate,17
-37:59,SysABP,155
-37:59,Urine,110
-37:59,Weight,111.3
-38:59,DiasABP,76
-38:59,HR,62
-38:59,MAP,110
-38:59,RespRate,17
-38:59,SysABP,167
-38:59,Urine,190
-38:59,Weight,111.3
-39:59,BUN,19
-39:59,Creatinine,0.9
-39:59,DiasABP,73
-39:59,GCS,12
-39:59,Glucose,139
-39:59,HCO3,26
-39:59,HCT,30.6
-39:59,HR,67
-39:59,Mg,2.2
-39:59,MAP,99
-39:59,Platelets,223
-39:59,K,4.6
-39:59,Na,143
-39:59,RespRate,17
-39:59,SysABP,160
-39:59,Urine,120
-39:59,WBC,14.6
-39:59,Weight,111.3
-40:00,pH,7.36
-40:00,PaCO2,51
-40:00,PaO2,130
-40:59,DiasABP,73
-40:59,HR,63
-40:59,MAP,104
-40:59,RespRate,17
-40:59,SysABP,162
-40:59,Temp,36.2
-40:59,Urine,130
-40:59,Weight,111.3
-41:59,DiasABP,69
-41:59,HR,73
-41:59,MAP,104
-41:59,RespRate,21
-41:59,SysABP,132
-41:59,Urine,100
-41:59,Weight,111.3
-42:59,DiasABP,86
-42:59,HR,75
-42:59,MAP,104
-42:59,RespRate,18
-42:59,SysABP,129
-42:59,Weight,111.3
-43:59,DiasABP,81
-43:59,GCS,13
-43:59,HR,74
-43:59,MAP,112
-43:59,RespRate,17
-43:59,SysABP,165
-43:59,Temp,36.6
-43:59,Urine,140
-43:59,Weight,111.3
-44:59,DiasABP,77
-44:59,HR,76
-44:59,MAP,106
-44:59,NIDiasABP,68
-44:59,NIMAP,97
-44:59,NISysABP,155
-44:59,RespRate,17
-44:59,SysABP,156
-44:59,Urine,120
-44:59,Weight,111.3
-45:59,DiasABP,76
-45:59,HR,72
-45:59,MAP,109
-45:59,NIDiasABP,64
-45:59,NIMAP,95.33
-45:59,NISysABP,158
-45:59,RespRate,19
-45:59,SysABP,164
-45:59,Urine,180
-45:59,Weight,111.3
-46:59,DiasABP,80
-46:59,HR,72
-46:59,MAP,109
-46:59,NIDiasABP,73
-46:59,NIMAP,103.7
-46:59,NISysABP,165
-46:59,RespRate,22
-46:59,SysABP,162
-46:59,Urine,80
-46:59,Weight,111.3
-47:59,DiasABP,71
-47:59,GCS,14
-47:59,HR,65
-47:59,MAP,99
-47:59,NIDiasABP,75
-47:59,NIMAP,108.3
-47:59,NISysABP,175
-47:59,RespRate,20
-47:59,SysABP,152
-47:59,Temp,37
-47:59,Urine,60
-47:59,Weight,111.3
diff --git a/data/set-a/132688.txt b/data/set-a/132688.txt
deleted file mode 100644
index e81314b138b5ece8883e9e8626915aa46e755220..0000000000000000000000000000000000000000
--- a/data/set-a/132688.txt
+++ /dev/null
@@ -1,554 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132688
-00:00,Age,71
-00:00,Gender,0
-00:00,Height,162.6
-00:00,ICUType,2
-00:00,Weight,104
-00:22,pH,7.34
-00:22,PaCO2,39
-00:22,PaO2,290
-00:36,Platelets,156
-01:29,pH,7.41
-01:29,PaCO2,32
-01:29,PaO2,330
-01:42,DiasABP,75
-01:42,GCS,8
-01:42,HR,96
-01:42,MAP,90
-01:42,SysABP,116
-01:57,BUN,15
-01:57,Creatinine,0.5
-01:57,DiasABP,76
-01:57,FiO2,0.6
-01:57,HCT,37.2
-01:57,HR,96
-01:57,MAP,95
-01:57,MechVent,1
-01:57,Platelets,160
-01:57,SysABP,129
-01:57,Temp,35.3
-01:57,Urine,45
-01:57,Urine,1345
-02:12,DiasABP,75
-02:12,HR,84
-02:12,MAP,103
-02:12,SysABP,151
-02:12,Temp,35.5
-02:27,DiasABP,63
-02:27,HR,84
-02:27,MAP,75
-02:27,SysABP,95
-02:27,Temp,35.5
-02:42,DiasABP,70
-02:42,HR,83
-02:42,MAP,91
-02:42,SysABP,127
-02:42,Temp,35.5
-02:56,pH,7.43
-02:56,PaCO2,33
-02:56,PaO2,208
-02:56,SaO2,98
-02:57,DiasABP,68
-02:57,FiO2,0.4
-02:57,GCS,3
-02:57,HR,82
-02:57,MAP,86
-02:57,MechVent,1
-02:57,SysABP,117
-02:57,Temp,35.7
-02:57,Urine,100
-03:12,DiasABP,62
-03:12,HR,81
-03:12,MAP,75
-03:12,SysABP,97
-03:12,Temp,35.8
-03:27,DiasABP,69
-03:27,HR,82
-03:27,MAP,85
-03:27,SysABP,116
-03:27,Temp,35.9
-03:42,DiasABP,72
-03:42,HR,90
-03:42,MAP,88
-03:42,SysABP,116
-03:42,Temp,36.2
-03:57,DiasABP,64
-03:57,HR,90
-03:57,MAP,76
-03:57,SysABP,96
-03:57,Temp,36.4
-03:57,Urine,200
-04:12,DiasABP,78
-04:12,HR,85
-04:12,MAP,101
-04:12,SysABP,143
-04:12,Temp,36.5
-04:27,DiasABP,52
-04:27,HR,92
-04:27,MAP,60
-04:27,SysABP,72
-04:27,Temp,37
-04:42,DiasABP,63
-04:42,HR,96
-04:42,MAP,75
-04:42,SysABP,93
-04:42,Temp,37.1
-04:57,DiasABP,59
-04:57,HR,94
-04:57,MAP,68
-04:57,SysABP,83
-04:57,Temp,37.1
-04:57,Urine,160
-05:12,DiasABP,61
-05:12,HR,94
-05:12,MAP,71
-05:12,SysABP,88
-05:12,Temp,37.2
-05:27,DiasABP,74
-05:27,HR,91
-05:27,MAP,96
-05:27,SysABP,138
-05:27,Temp,37.1
-05:42,DiasABP,67
-05:42,HR,92
-05:42,MAP,84
-05:42,SysABP,113
-05:42,Temp,37
-05:57,DiasABP,67
-05:57,HR,89
-05:57,MAP,87
-05:57,SysABP,126
-05:57,Temp,37.2
-05:57,Urine,55
-06:01,Glucose,163
-06:01,HCO3,24
-06:01,HCT,27.5
-06:01,Mg,2.2
-06:01,Platelets,192
-06:01,K,4.4
-06:57,DiasABP,66
-06:57,GCS,3
-06:57,HR,83
-06:57,MAP,88
-06:57,SysABP,127
-06:57,Temp,37.3
-06:57,Urine,80
-07:06,pH,7.42
-07:06,PaCO2,37
-07:06,PaO2,141
-07:06,SaO2,98
-07:08,Lactate,3.1
-07:12,DiasABP,66
-07:12,HR,79
-07:12,MAP,85
-07:12,SysABP,124
-07:12,Temp,37.6
-07:37,FiO2,0.4
-07:37,MechVent,1
-07:57,DiasABP,59
-07:57,FiO2,0.5
-07:57,GCS,11
-07:57,HR,93
-07:57,MAP,75
-07:57,SysABP,103
-07:57,Temp,37.8
-07:57,Urine,180
-08:07,pH,7.38
-08:07,PaCO2,40
-08:07,PaO2,104
-08:07,SaO2,97
-08:57,DiasABP,53
-08:57,FiO2,0.4
-08:57,HR,104
-08:57,MAP,71
-08:57,SysABP,101
-08:57,Temp,38
-08:57,Urine,140
-09:32,pH,7.32
-09:32,PaCO2,48
-09:32,PaO2,123
-09:32,SaO2,98
-09:57,DiasABP,61
-09:57,GCS,15
-09:57,HR,105
-09:57,MAP,70
-09:57,SysABP,107
-09:57,Temp,37.8
-09:57,Urine,140
-10:57,DiasABP,57
-10:57,FiO2,0.5
-10:57,GCS,15
-10:57,HR,96
-10:57,MAP,71
-10:57,SysABP,102
-10:57,Temp,37.9
-10:57,Urine,120
-11:46,pH,7.41
-11:46,Lactate,2.3
-11:46,PaCO2,38
-11:46,PaO2,66
-11:46,SaO2,93
-11:57,DiasABP,54
-11:57,HR,97
-11:57,MAP,68
-11:57,SysABP,90
-11:57,Temp,37.9
-11:57,Urine,80
-12:42,DiasABP,54
-12:42,HR,92
-12:42,MAP,70
-12:42,SysABP,101
-12:42,Temp,37.7
-12:57,DiasABP,56
-12:57,FiO2,0.7
-12:57,HR,92
-12:57,MAP,72
-12:57,SysABP,105
-12:57,Temp,37.6
-12:57,Urine,60
-13:08,pH,7.4
-13:08,PaCO2,39
-13:08,PaO2,69
-13:08,SaO2,94
-13:57,DiasABP,55
-13:57,HR,98
-13:57,MAP,72
-13:57,SysABP,104
-13:57,Temp,37.9
-13:57,Urine,60
-14:15,pH,7.39
-14:15,PaCO2,41
-14:15,PaO2,82
-14:15,SaO2,96
-14:17,BUN,13
-14:17,Creatinine,0.5
-14:17,Glucose,90
-14:17,HCO3,25
-14:17,HCT,26.7
-14:17,Mg,1.8
-14:17,Platelets,142
-14:17,K,4.5
-14:17,Na,140
-14:17,WBC,14.8
-14:36,Lactate,2
-14:57,DiasABP,50
-14:57,GCS,15
-14:57,HR,100
-14:57,MAP,63
-14:57,SysABP,95
-14:57,Temp,37.7
-14:57,Urine,0
-14:57,Urine,100
-15:57,DiasABP,51
-15:57,HR,96
-15:57,MAP,64
-15:57,SysABP,94
-15:57,Temp,37.6
-15:57,Urine,80
-16:29,pH,7.4
-16:29,PaCO2,41
-16:29,PaO2,60
-16:29,SaO2,92
-16:57,DiasABP,57
-16:57,HR,98
-16:57,MAP,77
-16:57,SysABP,116
-16:57,Temp,37.6
-16:57,Urine,160
-17:57,DiasABP,50
-17:57,HR,97
-17:57,MAP,66
-17:57,SysABP,108
-17:57,Temp,37.4
-17:57,Urine,400
-18:01,pH,7.43
-18:01,Lactate,1.6
-18:01,PaCO2,37
-18:01,PaO2,85
-18:01,SaO2,95
-18:57,DiasABP,48
-18:57,GCS,15
-18:57,HR,97
-18:57,MAP,63
-18:57,SysABP,102
-18:57,Temp,37.5
-18:57,Urine,440
-19:57,DiasABP,46
-19:57,HR,96
-19:57,MAP,61
-19:57,SysABP,99
-19:57,Temp,37.5
-19:57,Urine,240
-20:57,DiasABP,48
-20:57,HR,96
-20:57,MAP,63
-20:57,SysABP,103
-20:57,Temp,37.5
-20:57,Urine,60
-21:57,DiasABP,48
-21:57,HR,90
-21:57,MAP,61
-21:57,SysABP,93
-21:57,Temp,37.4
-21:57,Urine,40
-22:57,DiasABP,47
-22:57,GCS,15
-22:57,HR,91
-22:57,MAP,61
-22:57,SysABP,94
-22:57,Temp,37.2
-22:57,Urine,30
-23:08,HCT,28.7
-23:08,Mg,2.1
-23:08,Platelets,152
-23:08,WBC,18
-23:27,pH,7.44
-23:27,Lactate,1.5
-23:27,PaCO2,40
-23:27,PaO2,80
-23:57,DiasABP,46
-23:57,HR,91
-23:57,MAP,60
-23:57,SysABP,94
-23:57,Temp,37.2
-23:57,Urine,50
-24:57,DiasABP,48
-24:57,HR,89
-24:57,MAP,64
-24:57,SysABP,99
-24:57,Temp,37.2
-24:57,Urine,20
-25:57,DiasABP,52
-25:57,HR,84
-25:57,MAP,72
-25:57,SysABP,121
-25:57,Temp,37.3
-25:57,Urine,25
-26:57,DiasABP,52
-26:57,FiO2,0.4
-26:57,GCS,15
-26:57,HR,89
-26:57,MAP,70
-26:57,SysABP,108
-26:57,Temp,37.3
-26:57,Urine,35
-27:27,DiasABP,49
-27:27,HR,89
-27:27,MAP,66
-27:27,SysABP,110
-27:27,Temp,37.3
-27:57,DiasABP,48
-27:57,HR,93
-27:57,MAP,64
-27:57,SysABP,106
-27:57,Temp,37.3
-27:57,Urine,400
-28:27,DiasABP,60
-28:27,HR,102
-28:27,MAP,78
-28:27,SysABP,132
-28:27,Temp,37.4
-28:55,HCT,26.8
-28:55,Mg,2.2
-28:55,Platelets,119
-28:55,WBC,14.9
-28:57,DiasABP,59
-28:57,HR,103
-28:57,MAP,73
-28:57,SysABP,107
-28:57,Temp,37.3
-28:57,Urine,400
-29:19,pH,7.47
-29:19,PaCO2,36
-29:19,PaO2,64
-29:57,DiasABP,50
-29:57,FiO2,0.5
-29:57,HR,102
-29:57,MAP,65
-29:57,SysABP,113
-29:57,Temp,37.3
-29:57,Urine,220
-30:57,DiasABP,51
-30:57,FiO2,0.5
-30:57,GCS,15
-30:57,HR,98
-30:57,MAP,60
-30:57,SysABP,90
-30:57,Temp,37.4
-30:57,Urine,100
-31:57,DiasABP,46
-31:57,HR,93
-31:57,MAP,61
-31:57,SysABP,104
-31:57,Temp,37.2
-31:57,Urine,80
-32:10,pH,7.44
-32:10,PaCO2,37
-32:10,PaO2,77
-32:10,SaO2,96
-32:57,DiasABP,51
-32:57,HR,100
-32:57,MAP,66
-32:57,SysABP,106
-32:57,Temp,37.4
-32:57,Urine,60
-33:57,DiasABP,46
-33:57,HR,96
-33:57,MAP,61
-33:57,SysABP,96
-33:57,Temp,37.1
-33:57,Urine,40
-34:57,DiasABP,51
-34:57,FiO2,0.5
-34:57,GCS,15
-34:57,HR,102
-34:57,MAP,65
-34:57,SysABP,107
-34:57,Temp,37.1
-34:57,Urine,40
-35:27,DiasABP,48
-35:27,HR,93
-35:27,MAP,62
-35:27,SysABP,104
-35:27,Temp,37.1
-35:57,DiasABP,49
-35:57,HR,92
-35:57,MAP,62
-35:57,SysABP,104
-35:57,Temp,37
-35:57,Urine,35
-36:57,DiasABP,48
-36:57,HR,97
-36:57,MAP,62
-36:57,SysABP,102
-36:57,Temp,37
-36:57,Urine,25
-37:57,DiasABP,58
-37:57,HR,95
-37:57,MAP,70
-37:57,SysABP,93
-37:57,Temp,36.9
-37:57,Urine,25
-38:23,pH,7.46
-38:23,PaCO2,38
-38:23,PaO2,78
-38:23,SaO2,97
-38:33,BUN,17
-38:33,Creatinine,0.6
-38:33,Glucose,113
-38:33,HCO3,26
-38:33,HCT,24.2
-38:33,Mg,2.3
-38:33,Platelets,111
-38:33,K,4.4
-38:33,Na,136
-38:33,WBC,13
-38:57,DiasABP,59
-38:57,GCS,15
-38:57,HR,92
-38:57,MAP,74
-38:57,SysABP,111
-38:57,Temp,36.9
-38:57,Urine,100
-39:57,DiasABP,66
-39:57,HR,90
-39:57,MAP,76
-39:57,SysABP,90
-39:57,Temp,36.9
-39:57,Urine,380
-40:12,DiasABP,55
-40:12,HR,90
-40:12,MAP,68
-40:12,NIDiasABP,42
-40:12,NIMAP,65
-40:12,NISysABP,111
-40:12,SysABP,91
-40:12,Temp,36.9
-40:57,DiasABP,52
-40:57,HR,93
-40:57,MAP,68
-40:57,SysABP,114
-40:57,Temp,37
-40:57,Urine,260
-41:12,DiasABP,53
-41:12,HR,90
-41:12,MAP,68
-41:12,SysABP,111
-41:12,Temp,37
-41:57,DiasABP,49
-41:57,HR,92
-41:57,MAP,62
-41:57,SysABP,100
-41:57,Temp,37.1
-41:57,Urine,200
-42:57,DiasABP,52
-42:57,GCS,15
-42:57,HR,97
-42:57,MAP,68
-42:57,SysABP,116
-42:57,Temp,37
-42:57,Urine,45
-43:10,Mg,2
-43:27,DiasABP,52
-43:27,HR,119
-43:27,MAP,65
-43:27,SysABP,101
-43:27,Temp,37.1
-43:37,DiasABP,57
-43:37,HR,148
-43:37,MAP,70
-43:37,SysABP,102
-43:37,Temp,37.1
-43:42,DiasABP,56
-43:42,HR,114
-43:42,MAP,68
-43:42,SysABP,95
-43:42,Temp,37.1
-43:50,pH,7.43
-43:57,DiasABP,57
-43:57,HR,122
-43:57,MAP,70
-43:57,SysABP,103
-43:57,Temp,37.1
-43:57,Urine,25
-44:12,DiasABP,56
-44:12,HR,121
-44:12,MAP,69
-44:12,SysABP,100
-44:12,Temp,37
-44:17,DiasABP,55
-44:17,HR,122
-44:17,MAP,67
-44:17,SysABP,91
-44:17,Temp,36.9
-44:57,DiasABP,60
-44:57,HR,122
-44:57,MAP,72
-44:57,SysABP,103
-44:57,Temp,37
-44:57,Urine,25
-45:14,pH,7.43
-45:14,PaCO2,29
-45:14,PaO2,110
-45:14,SaO2,98
-45:57,DiasABP,69
-45:57,HR,121
-45:57,MAP,199
-45:57,SysABP,123
-45:57,Temp,37
-45:57,Urine,25
-46:17,DiasABP,64
-46:17,HR,114
-46:17,MAP,79
-46:17,SysABP,116
-46:17,Temp,37
-46:27,GCS,15
-46:57,Urine,240
-47:27,DiasABP,62
-47:27,GCS,15
-47:27,HR,96
-47:27,MAP,77
-47:27,SysABP,109
-47:27,Temp,37.4
-47:27,Temp,36.7
diff --git a/data/set-a/132694.txt b/data/set-a/132694.txt
deleted file mode 100644
index e784a4f9b84302c11e3f2ce6a12ddcd0e1d74c8a..0000000000000000000000000000000000000000
--- a/data/set-a/132694.txt
+++ /dev/null
@@ -1,301 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132694
-00:00,Age,61
-00:00,Gender,0
-00:00,Height,170.2
-00:00,ICUType,1
-00:00,Weight,165
-00:53,GCS,14
-00:53,HR,100
-00:53,NIDiasABP,66
-00:53,NIMAP,74.33
-00:53,NISysABP,91
-00:53,Temp,36.1
-01:23,HR,101
-01:23,NIDiasABP,66
-01:23,NIMAP,76
-01:23,NISysABP,96
-01:23,Urine,13
-02:23,DiasABP,74
-02:23,HR,101
-02:23,MAP,84
-02:23,NIDiasABP,73
-02:23,NIMAP,77.67
-02:23,NISysABP,87
-02:23,SysABP,105
-02:23,Urine,0
-02:33,pH,7.35
-02:33,PaCO2,38
-02:33,PaO2,106
-03:18,BUN,45
-03:18,Creatinine,2.8
-03:18,Glucose,94
-03:18,HCO3,19
-03:18,Mg,2.3
-03:18,K,4.9
-03:18,Na,133
-03:23,DiasABP,73
-03:23,GCS,14
-03:23,HR,101
-03:23,MAP,83
-03:23,SysABP,103
-03:23,Temp,36.4
-03:23,Urine,4
-03:33,Lactate,1.9
-04:23,DiasABP,81
-04:23,HR,101
-04:23,MAP,91
-04:23,SysABP,111
-04:23,Urine,18
-05:23,DiasABP,85
-05:23,GCS,15
-05:23,HR,99
-05:23,MAP,95
-05:23,SysABP,115
-05:23,Urine,4
-06:23,Urine,6
-07:23,DiasABP,83
-07:23,GCS,15
-07:23,HR,101
-07:23,MAP,93
-07:23,SysABP,115
-07:23,Temp,37.6
-07:23,Urine,10
-08:23,DiasABP,70
-08:23,HR,99
-08:23,MAP,77
-08:23,SysABP,93
-08:23,Urine,3
-09:23,DiasABP,72
-09:23,HR,100
-09:23,MAP,77
-09:23,SysABP,100
-09:23,Urine,4
-10:23,DiasABP,75
-10:23,HR,97
-10:23,MAP,83
-10:23,SysABP,99
-10:23,Urine,0
-11:23,DiasABP,68
-11:23,HR,99
-11:23,MAP,76
-11:23,SysABP,100
-11:23,Urine,2
-12:23,DiasABP,69
-12:23,HR,98
-12:23,MAP,77
-12:23,SysABP,94
-12:23,Urine,3
-13:23,DiasABP,82
-13:23,GCS,15
-13:23,HR,98
-13:23,MAP,92
-13:23,SysABP,112
-13:23,Urine,2
-14:04,BUN,49
-14:04,Creatinine,3
-14:04,Glucose,92
-14:04,HCO3,19
-14:04,HCT,37.3
-14:04,Mg,2.2
-14:04,Platelets,285
-14:04,K,4.6
-14:04,Na,133
-14:04,WBC,13.7
-14:23,DiasABP,77
-14:23,HR,98
-14:23,MAP,87
-14:23,SysABP,106
-14:23,Temp,36.4
-15:23,DiasABP,71
-15:23,GCS,15
-15:23,HR,99
-15:23,MAP,80
-15:23,SysABP,98
-15:23,Urine,16
-16:23,DiasABP,72
-16:23,HR,100
-16:23,MAP,82
-16:23,SysABP,103
-16:23,Urine,24
-17:23,DiasABP,78
-17:23,HR,99
-17:23,MAP,88
-17:23,SysABP,108
-17:23,Urine,100
-17:53,DiasABP,72
-17:53,HR,99
-17:53,MAP,81
-17:53,SysABP,100
-17:53,Temp,36.4
-18:23,DiasABP,70
-18:23,HR,100
-18:23,MAP,79
-18:23,SysABP,98
-19:23,DiasABP,66
-19:23,GCS,15
-19:23,HR,101
-19:23,MAP,75
-19:23,SysABP,95
-19:23,Urine,2
-20:23,DiasABP,70
-20:23,HR,101
-20:23,MAP,80
-20:23,SysABP,97
-20:23,Temp,35.9
-20:23,Urine,3
-20:38,DiasABP,72
-20:38,HR,101
-20:38,MAP,81
-20:38,SysABP,100
-24:23,DiasABP,63
-24:23,HR,97
-24:23,MAP,72
-24:23,SysABP,92
-24:23,Temp,35.3
-24:23,Urine,170
-25:23,DiasABP,61
-25:23,GCS,15
-25:23,HR,94
-25:23,MAP,70
-25:23,SysABP,86
-25:23,Urine,10
-26:23,DiasABP,71
-26:23,HR,96
-26:23,MAP,82
-26:23,SysABP,102
-26:23,Urine,40
-27:23,DiasABP,66
-27:23,GCS,15
-27:23,HR,96
-27:23,MAP,76
-27:23,SysABP,98
-27:23,Temp,36.6
-28:23,DiasABP,67
-28:23,HR,98
-28:23,MAP,78
-28:23,SysABP,101
-29:23,DiasABP,71
-29:23,HR,98
-29:23,MAP,82
-29:23,SysABP,106
-29:23,Urine,80
-30:23,HR,98
-30:28,DiasABP,66
-30:28,HR,98
-30:28,MAP,75
-30:28,SysABP,97
-31:23,DiasABP,62
-31:23,GCS,15
-31:23,HR,97
-31:23,MAP,70
-31:23,SysABP,90
-32:23,DiasABP,72
-32:23,HR,96
-32:23,MAP,79
-32:23,SysABP,95
-32:23,Urine,60
-33:23,DiasABP,73
-33:23,HR,95
-33:23,MAP,82
-33:23,SysABP,101
-34:23,DiasABP,69
-34:23,HR,97
-34:23,MAP,77
-34:23,SysABP,95
-35:23,DiasABP,78
-35:23,HR,96
-35:23,MAP,88
-35:23,SysABP,107
-36:23,DiasABP,69
-36:23,HR,96
-36:23,MAP,79
-36:23,SysABP,100
-36:23,Temp,36.7
-37:23,DiasABP,76
-37:23,GCS,15
-37:23,HR,97
-37:23,MAP,86
-37:23,SysABP,108
-37:23,Urine,140
-37:48,BUN,57
-37:48,Creatinine,2.5
-37:48,Glucose,149
-37:48,HCO3,21
-37:48,HCT,38.8
-37:48,Mg,2.3
-37:48,Platelets,288
-37:48,K,5.9
-37:48,Na,130
-37:48,WBC,11.5
-37:53,DiasABP,73
-37:53,HR,98
-37:53,MAP,82
-37:53,SysABP,104
-37:53,SaO2,99
-38:23,DiasABP,71
-38:23,HR,98
-38:23,MAP,80
-38:23,SysABP,101
-38:46,K,5.6
-38:46,Na,131
-39:23,DiasABP,74
-39:23,GCS,15
-39:23,HR,99
-39:23,MAP,85
-39:23,SysABP,109
-39:23,Urine,370
-40:23,DiasABP,72
-40:23,HR,99
-40:23,MAP,83
-40:23,SysABP,107
-40:23,Urine,100
-41:23,DiasABP,74
-41:23,HR,98
-41:23,MAP,85
-41:23,SysABP,110
-41:23,Temp,35.9
-41:23,Urine,40
-42:23,DiasABP,76
-42:23,HR,99
-42:23,MAP,87
-42:23,SysABP,114
-42:23,Urine,130
-43:23,DiasABP,76
-43:23,FiO2,1
-43:23,GCS,15
-43:23,HR,98
-43:23,MAP,88
-43:23,SysABP,114
-43:23,SaO2,98
-43:23,Urine,80
-43:26,pH,7.29
-43:26,PaCO2,45
-43:26,PaO2,154
-43:26,SaO2,98
-44:23,DiasABP,72
-44:23,HR,99
-44:23,MAP,83
-44:23,SysABP,109
-44:23,Urine,170
-45:23,DiasABP,67
-45:23,HR,99
-45:23,MAP,77
-45:23,SysABP,102
-45:23,SaO2,99
-45:23,Temp,36.1
-45:23,Urine,150
-45:43,pH,7.32
-45:43,PaCO2,43
-45:43,PaO2,397
-45:43,SaO2,99
-46:23,DiasABP,65
-46:23,HR,99
-46:23,MAP,75
-46:23,SysABP,98
-46:23,Urine,24
-47:23,DiasABP,70
-47:23,GCS,15
-47:23,HR,100
-47:23,MAP,80
-47:23,SysABP,101
diff --git a/data/set-a/132695.txt b/data/set-a/132695.txt
deleted file mode 100644
index 353d099036f4146025bc5607756b6f63fb3894bc..0000000000000000000000000000000000000000
--- a/data/set-a/132695.txt
+++ /dev/null
@@ -1,482 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132695
-00:00,Age,74
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,46
-00:39,FiO2,0.4
-00:39,MechVent,1
-00:54,HR,83
-00:54,NIDiasABP,95
-00:54,NIMAP,114
-00:54,NISysABP,176
-01:09,GCS,6
-01:09,HR,84
-01:09,NIDiasABP,99
-01:09,NIMAP,116
-01:09,NISysABP,164
-01:09,Temp,37.2
-01:09,Urine,250
-01:24,HR,84
-01:24,NIDiasABP,101
-01:24,NIMAP,116
-01:24,NISysABP,168
-01:39,DiasABP,0
-01:39,HR,79
-01:39,MAP,81
-01:39,NIDiasABP,84
-01:39,NIMAP,97
-01:39,NISysABP,137
-01:39,SysABP,0
-02:00,Na,142
-02:09,DiasABP,82
-02:09,GCS,6
-02:09,HR,82
-02:09,MAP,110
-02:09,NIDiasABP,93
-02:09,NIMAP,105
-02:09,NISysABP,145
-02:09,SysABP,156
-02:09,Urine,50
-02:33,pH,7.53
-02:33,PaCO2,28
-02:33,PaO2,182
-02:39,FiO2,0.4
-02:39,MechVent,1
-03:09,DiasABP,78
-03:09,GCS,6
-03:09,HR,78
-03:09,MAP,104
-03:09,SysABP,143
-03:09,Urine,45
-04:09,DiasABP,87
-04:09,GCS,6
-04:09,HR,78
-04:09,MAP,124
-04:09,NIDiasABP,77
-04:09,NIMAP,96
-04:09,NISysABP,150
-04:09,SysABP,174
-04:09,Urine,80
-04:16,pH,7.43
-04:16,PaCO2,36
-04:16,PaO2,186
-04:39,DiasABP,80
-04:39,HR,80
-04:39,MAP,108
-04:39,NIDiasABP,71
-04:39,NIMAP,82
-04:39,NISysABP,122
-04:39,SysABP,147
-04:54,DiasABP,86
-04:54,HR,78
-04:54,MAP,118
-04:54,SysABP,162
-05:09,DiasABP,78
-05:09,GCS,6
-05:09,HR,77
-05:09,MAP,105
-05:09,SysABP,144
-05:09,Urine,110
-06:08,BUN,21
-06:08,Cholesterol,151
-06:08,Creatinine,0.7
-06:08,Glucose,154
-06:08,HCO3,23
-06:08,HCT,32.4
-06:08,Mg,2.1
-06:08,Platelets,222
-06:08,K,3.5
-06:08,Na,140
-06:08,WBC,8.7
-06:09,DiasABP,66
-06:09,GCS,6
-06:09,HR,75
-06:09,MAP,85
-06:09,NIDiasABP,80
-06:09,NIMAP,89
-06:09,NISysABP,118
-06:09,SysABP,116
-06:09,Temp,37.2
-06:09,Urine,90
-06:24,pH,7.5
-06:24,PaCO2,32
-06:24,PaO2,218
-06:33,FiO2,0.4
-06:33,MechVent,1
-07:09,DiasABP,84
-07:09,FiO2,0.4
-07:09,GCS,6
-07:09,HR,87
-07:09,MAP,113
-07:09,MechVent,1
-07:09,SysABP,154
-07:09,Urine,45
-08:09,DiasABP,75
-08:09,GCS,5
-08:09,HR,80
-08:09,MAP,99
-08:09,SysABP,137
-08:09,Urine,48
-08:47,pH,7.44
-08:47,PaCO2,37
-08:47,PaO2,198
-09:09,DiasABP,68
-09:09,GCS,6
-09:09,HR,72
-09:09,MAP,92
-09:09,SysABP,127
-09:09,Urine,45
-10:09,DiasABP,78
-10:09,GCS,6
-10:09,HR,76
-10:09,MAP,104
-10:09,SysABP,142
-10:09,Temp,36.6
-10:09,Urine,30
-10:31,FiO2,0.4
-10:31,MechVent,1
-11:09,DiasABP,66
-11:09,GCS,6
-11:09,HR,72
-11:09,MAP,85
-11:09,SysABP,116
-11:09,Urine,60
-12:09,DiasABP,77
-12:09,GCS,6
-12:09,HR,76
-12:09,MAP,103
-12:09,SysABP,142
-12:09,Urine,40
-12:28,Na,143
-13:09,DiasABP,63
-13:09,GCS,6
-13:09,HR,78
-13:09,MAP,80
-13:09,SysABP,106
-13:09,Urine,80
-14:09,DiasABP,63
-14:09,FiO2,0.4
-14:09,GCS,6
-14:09,HR,78
-14:09,MAP,80
-14:09,MechVent,1
-14:09,SysABP,105
-14:09,Temp,37.2
-14:09,Urine,60
-15:09,DiasABP,68
-15:09,GCS,6
-15:09,HR,71
-15:09,MAP,95
-15:09,SysABP,134
-15:09,Urine,100
-16:09,DiasABP,63
-16:09,GCS,6
-16:09,HR,74
-16:09,MAP,84
-16:09,SysABP,113
-16:09,Urine,80
-17:09,DiasABP,79
-17:09,GCS,7
-17:09,HR,84
-17:09,MAP,106
-17:09,SysABP,145
-17:09,Urine,80
-17:29,DiasABP,112
-17:29,HR,105
-17:29,MAP,153
-17:29,SysABP,207
-17:39,DiasABP,98
-17:39,HR,99
-17:39,MAP,131
-17:39,SysABP,179
-17:49,DiasABP,99
-17:49,HR,101
-17:49,MAP,132
-17:49,SysABP,179
-17:59,DiasABP,100
-17:59,HR,97
-17:59,MAP,135
-17:59,SysABP,183
-18:09,DiasABP,99
-18:09,FiO2,0.4
-18:09,GCS,7
-18:09,HR,93
-18:09,MAP,134
-18:09,MechVent,1
-18:09,SysABP,182
-18:09,Temp,37.6
-18:09,Urine,40
-18:14,DiasABP,97
-18:14,HR,92
-18:14,MAP,131
-18:14,SysABP,179
-18:19,DiasABP,99
-18:19,HR,93
-18:19,MAP,133
-18:19,NIDiasABP,107
-18:19,NIMAP,124
-18:19,NISysABP,174
-18:19,SysABP,181
-18:24,DiasABP,96
-18:24,HR,91
-18:24,MAP,128
-18:24,Na,144
-18:24,SysABP,173
-18:39,DiasABP,85
-18:39,HR,88
-18:39,MAP,112
-18:39,SysABP,151
-19:09,DiasABP,75
-19:09,GCS,7
-19:09,HR,82
-19:09,MAP,96
-19:09,SysABP,127
-19:09,Urine,40
-20:09,DiasABP,70
-20:09,GCS,6
-20:09,HR,83
-20:09,MAP,88
-20:09,MechVent,1
-20:09,SysABP,115
-20:09,Urine,30
-20:19,DiasABP,64
-20:19,HR,83
-20:19,MAP,81
-20:19,NIDiasABP,74
-20:19,NIMAP,82
-20:19,NISysABP,112
-20:19,SysABP,105
-21:09,DiasABP,65
-21:09,GCS,6
-21:09,HR,78
-21:09,MAP,85
-21:09,SysABP,116
-21:09,Urine,40
-22:09,DiasABP,64
-22:09,FiO2,0.4
-22:09,GCS,6
-22:09,HR,78
-22:09,MAP,81
-22:09,MechVent,1
-22:09,SysABP,106
-22:09,Temp,37.7
-22:09,Urine,50
-23:09,DiasABP,72
-23:09,GCS,6
-23:09,HR,74
-23:09,MAP,99
-23:09,MechVent,1
-23:09,SysABP,139
-23:09,Urine,80
-24:09,DiasABP,55
-24:09,FiO2,0.4
-24:09,GCS,6
-24:09,HR,67
-24:09,MAP,72
-24:09,MechVent,1
-24:09,SysABP,98
-24:09,Urine,30
-24:45,Na,148
-25:09,DiasABP,62
-25:09,GCS,6
-25:09,HR,67
-25:09,MAP,81
-25:09,SysABP,109
-25:09,Urine,50
-26:09,DiasABP,79
-26:09,FiO2,0.4
-26:09,GCS,7
-26:09,HR,71
-26:09,MAP,108
-26:09,MechVent,1
-26:09,SysABP,152
-26:09,Temp,36.8
-26:09,Urine,35
-26:24,DiasABP,76
-26:24,HR,67
-26:24,MAP,98
-26:24,SysABP,127
-26:39,DiasABP,83
-26:39,HR,77
-26:39,MAP,115
-26:39,SysABP,164
-26:54,DiasABP,83
-26:54,HR,75
-26:54,MAP,113
-26:54,SysABP,159
-27:04,DiasABP,99
-27:04,HR,80
-27:04,MAP,133
-27:04,SysABP,179
-27:09,GCS,7
-27:09,HR,83
-27:09,Urine,40
-27:29,DiasABP,87
-27:29,HR,78
-27:29,MAP,121
-27:29,SysABP,167
-27:39,DiasABP,113
-27:39,HR,80
-27:39,MAP,134
-27:39,SysABP,162
-28:09,DiasABP,70
-28:09,GCS,6
-28:09,HR,65
-28:09,MAP,93
-28:09,SysABP,129
-28:09,Urine,40
-29:09,DiasABP,71
-29:09,FiO2,0.4
-29:09,GCS,6
-29:09,HR,70
-29:09,MAP,95
-29:09,MechVent,1
-29:09,SysABP,133
-29:09,Urine,50
-30:09,DiasABP,82
-30:09,GCS,6
-30:09,HR,79
-30:09,MAP,115
-30:09,SysABP,165
-30:09,Temp,37.2
-30:09,Urine,50
-30:23,BUN,22
-30:23,Creatinine,0.8
-30:23,Glucose,163
-30:23,HCO3,23
-30:23,HCT,33.4
-30:23,Mg,2.2
-30:23,Platelets,186
-30:23,K,3.8
-30:23,Na,144
-30:23,WBC,11.9
-31:09,DiasABP,59
-31:09,FiO2,0.4
-31:09,HR,70
-31:09,MAP,80
-31:09,MechVent,1
-31:09,SysABP,111
-31:09,Urine,40
-32:09,DiasABP,77
-32:09,GCS,7
-32:09,HR,72
-32:09,MAP,109
-32:09,SysABP,157
-32:09,Urine,60
-32:54,DiasABP,82
-32:54,HR,71
-32:54,MAP,114
-32:54,SysABP,161
-33:09,DiasABP,100
-33:09,HR,86
-33:09,MAP,133
-33:09,SysABP,177
-33:09,Urine,45
-33:24,DiasABP,80
-33:24,HR,77
-33:24,MAP,109
-33:24,SysABP,149
-34:09,DiasABP,80
-34:09,FiO2,0.4
-34:09,GCS,7
-34:09,HR,80
-34:09,MAP,108
-34:09,MechVent,1
-34:09,SysABP,150
-34:09,Temp,37.3
-34:09,Urine,60
-34:39,FiO2,0.4
-34:39,MechVent,1
-35:09,DiasABP,69
-35:09,HR,84
-35:09,MAP,91
-35:09,SysABP,124
-35:09,Urine,32
-35:39,DiasABP,69
-35:39,HR,77
-35:39,MAP,91
-35:39,SysABP,123
-36:09,DiasABP,81
-36:09,FiO2,0.4
-36:09,GCS,7
-36:09,HR,82
-36:09,MAP,111
-36:09,MechVent,1
-36:09,SysABP,157
-36:09,Urine,45
-37:09,DiasABP,99
-37:09,HR,86
-37:09,MAP,133
-37:09,Na,148
-37:09,SysABP,167
-38:09,DiasABP,92
-38:09,FiO2,0.4
-38:09,GCS,7
-38:09,HR,85
-38:09,MAP,121
-38:09,MechVent,1
-38:09,SysABP,159
-38:09,Temp,37.2
-38:09,Urine,80
-39:09,DiasABP,83
-39:09,HR,80
-39:09,MAP,93
-39:09,SysABP,101
-40:09,DiasABP,77
-40:09,FiO2,0.4
-40:09,GCS,7
-40:09,HR,75
-40:09,MAP,88
-40:09,MechVent,1
-40:09,SysABP,102
-40:09,Urine,100
-41:09,DiasABP,61
-41:09,HR,68
-41:09,MAP,83
-41:09,SysABP,116
-41:09,Urine,60
-42:09,DiasABP,66
-42:09,FiO2,0.4
-42:09,GCS,7
-42:09,HR,70
-42:09,MAP,91
-42:09,MechVent,1
-42:09,SysABP,129
-42:09,Temp,36.9
-42:09,Urine,38
-43:09,DiasABP,70
-43:09,HR,69
-43:09,MAP,98
-43:09,SysABP,141
-43:09,Urine,27
-44:09,DiasABP,90
-44:09,FiO2,0.4
-44:09,GCS,7
-44:09,HR,89
-44:09,MAP,130
-44:09,MechVent,1
-44:09,SysABP,156
-44:09,Urine,30
-45:09,DiasABP,66
-45:09,HR,74
-45:09,MAP,94
-45:09,SysABP,136
-46:09,DiasABP,69
-46:09,FiO2,0.4
-46:09,GCS,7
-46:09,HR,74
-46:09,MAP,93
-46:09,MechVent,1
-46:09,NIDiasABP,56
-46:09,NIMAP,82
-46:09,NISysABP,149
-46:09,SysABP,131
-46:09,Temp,36.8
-46:09,Urine,50
-47:09,DiasABP,77
-47:09,HR,75
-47:09,MAP,105
-47:09,SysABP,146
-47:09,Urine,30
diff --git a/data/set-a/132698.txt b/data/set-a/132698.txt
deleted file mode 100644
index c77fd4d152cd0c431124b70ffaaa802894ef9512..0000000000000000000000000000000000000000
--- a/data/set-a/132698.txt
+++ /dev/null
@@ -1,409 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132698
-00:00,Age,66
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,91.5
-00:05,GCS,15
-00:05,HR,79
-00:05,NIDiasABP,52
-00:05,NIMAP,72
-00:05,NISysABP,112
-00:05,Temp,37.6
-00:05,Weight,91.5
-00:35,HR,79
-00:35,NIDiasABP,54
-00:35,NIMAP,74.67
-00:35,NISysABP,116
-00:35,Weight,91.5
-00:49,Albumin,2.9
-00:49,ALP,80
-00:49,ALT,13
-00:49,AST,27
-00:49,Bilirubin,2.1
-00:49,BUN,21
-00:49,Creatinine,1.2
-00:49,Glucose,238
-00:49,HCO3,18
-00:49,HCT,27.2
-00:49,Mg,2.2
-00:49,Platelets,126
-00:49,K,5.1
-00:49,Na,139
-00:49,WBC,9.7
-01:35,HR,70
-01:35,NIDiasABP,59
-01:35,NIMAP,75.67
-01:35,NISysABP,109
-01:35,Weight,91.5
-02:35,HR,77
-02:35,NIDiasABP,50
-02:35,NIMAP,69
-02:35,NISysABP,107
-02:35,Weight,91.5
-03:35,GCS,15
-03:35,HR,74
-03:35,NIDiasABP,56
-03:35,NIMAP,75
-03:35,NISysABP,113
-03:35,Temp,37.2
-03:35,Weight,91.5
-04:35,HR,84
-04:35,NIDiasABP,62
-04:35,NIMAP,83.67
-04:35,NISysABP,127
-04:35,Weight,91.5
-05:35,HR,94
-05:35,NIDiasABP,60
-05:35,NIMAP,83
-05:35,NISysABP,129
-05:35,Urine,200
-05:35,Weight,91.5
-06:35,HR,101
-06:35,NIDiasABP,65
-06:35,NIMAP,88
-06:35,NISysABP,134
-06:35,Weight,91.5
-07:35,GCS,14
-07:35,HR,106
-07:35,NIDiasABP,61
-07:35,NIMAP,84
-07:35,NISysABP,130
-07:35,Temp,39.1
-07:35,Urine,10
-07:35,Weight,91.5
-07:59,BUN,22
-07:59,Creatinine,1.2
-07:59,Glucose,192
-07:59,HCO3,18
-07:59,HCT,23.3
-07:59,Mg,1.9
-07:59,Platelets,123
-07:59,K,4.5
-07:59,Na,142
-07:59,WBC,8.4
-08:35,HR,101
-08:35,NIDiasABP,26
-08:35,NIMAP,53.67
-08:35,NISysABP,109
-08:35,Weight,91.5
-09:35,HR,103
-09:35,NIDiasABP,51
-09:35,NIMAP,71.33
-09:35,NISysABP,112
-09:35,Temp,38.4
-09:35,Urine,450
-09:35,Weight,91.5
-10:35,HR,100
-10:35,NIDiasABP,47
-10:35,NIMAP,64.33
-10:35,NISysABP,99
-10:35,Temp,38.7
-10:35,Weight,91.5
-11:35,GCS,12
-11:35,HR,103
-11:35,NIDiasABP,48
-11:35,NIMAP,63.67
-11:35,NISysABP,95
-11:35,Temp,37.2
-11:35,Weight,91.5
-12:35,DiasABP,45
-12:35,HR,87
-12:35,MAP,61
-12:35,NIDiasABP,43
-12:35,NIMAP,60.33
-12:35,NISysABP,95
-12:35,SysABP,95
-12:35,Weight,91.5
-13:35,DiasABP,57
-13:35,HR,90
-13:35,MAP,79
-13:35,SysABP,131
-13:35,Urine,240
-13:35,Weight,91.5
-14:35,DiasABP,55
-14:35,HCT,23.9
-14:35,HR,95
-14:35,MAP,77
-14:35,SysABP,132
-14:35,Temp,38.7
-14:35,Weight,91.5
-15:35,DiasABP,50
-15:35,HR,97
-15:35,MAP,67
-15:35,SysABP,101
-15:35,Weight,91.5
-16:35,DiasABP,58
-16:35,GCS,15
-16:35,HR,86
-16:35,MAP,74
-16:35,SysABP,105
-16:35,Temp,38.4
-16:35,Urine,200
-16:35,Weight,91.5
-17:35,DiasABP,54
-17:35,HR,92
-17:35,MAP,71
-17:35,NISysABP,0
-17:35,SysABP,108
-17:35,Urine,75
-17:35,Weight,91.5
-18:58,pH,7.3
-18:58,PaCO2,35
-18:58,PaO2,415
-19:58,Lactate,1.4
-20:20,pH,7.31
-20:20,PaCO2,33
-20:20,PaO2,422
-21:20,Lactate,1.7
-21:50,pH,7.28
-21:50,PaCO2,38
-21:50,PaO2,366
-22:50,Lactate,2.2
-23:17,pH,7.34
-23:17,PaCO2,28
-23:17,PaO2,114
-24:17,Lactate,2
-25:35,DiasABP,48
-25:35,FiO2,0.5
-25:35,GCS,6
-25:35,HR,85
-25:35,MAP,60
-25:35,MechVent,1
-25:35,SysABP,79
-25:35,Temp,37.4
-25:35,Urine,290
-25:35,Urine,935
-25:35,Weight,91.5
-26:35,DiasABP,54
-26:35,HR,79
-26:35,MAP,65
-26:35,SysABP,84
-26:35,Weight,91.5
-27:12,pH,7.25
-27:12,PaCO2,35
-27:12,PaO2,105
-27:35,DiasABP,51
-27:35,FiO2,0.5
-27:35,HR,76
-27:35,MAP,63
-27:35,MechVent,1
-27:35,SysABP,84
-27:35,Temp,37.6
-27:35,Urine,30
-27:35,Weight,91.5
-27:37,HCT,33.8
-28:35,DiasABP,49
-28:35,HR,80
-28:35,MAP,61
-28:35,MechVent,1
-28:35,SysABP,80
-28:35,Weight,91.5
-29:35,DiasABP,53
-29:35,HR,80
-29:35,MAP,65
-29:35,NIDiasABP,52
-29:35,NIMAP,67
-29:35,NISysABP,97
-29:35,SysABP,85
-29:35,Urine,160
-29:35,Weight,91.5
-30:35,DiasABP,56
-30:35,HR,81
-30:35,MAP,70
-30:35,SysABP,94
-30:35,Weight,91.5
-31:35,DiasABP,60
-31:35,FiO2,0.5
-31:35,GCS,7
-31:35,HR,80
-31:35,MAP,75
-31:35,MechVent,1
-31:35,NIDiasABP,53
-31:35,NIMAP,64.33
-31:35,NISysABP,87
-31:35,SysABP,103
-31:35,Temp,37.6
-31:35,Urine,90
-31:35,Weight,91.5
-32:14,pH,7.28
-32:14,PaCO2,34
-32:14,PaO2,117
-32:35,DiasABP,53
-32:35,HR,78
-32:35,MAP,64
-32:35,SysABP,83
-32:35,Weight,91.5
-32:55,BUN,26
-32:55,Creatinine,1.5
-32:55,Glucose,121
-32:55,HCO3,15
-32:55,HCT,34.7
-32:55,Mg,1.7
-32:55,Platelets,145
-32:55,K,4.5
-32:55,Na,142
-32:55,WBC,26.7
-33:14,Lactate,1.6
-33:35,DiasABP,62
-33:35,FiO2,0.5
-33:35,HR,78
-33:35,MAP,66
-33:35,MechVent,1
-33:35,SysABP,108
-33:35,Urine,80
-33:35,Weight,91.5
-34:15,DiasABP,69
-34:15,HR,109
-34:15,MAP,85
-34:15,SysABP,118
-34:15,Weight,91.5
-34:35,DiasABP,65
-34:35,HR,119
-34:35,MAP,80
-34:35,SysABP,108
-34:35,Weight,91.5
-35:35,DiasABP,59
-35:35,FiO2,0.5
-35:35,GCS,9
-35:35,HR,124
-35:35,MAP,71
-35:35,MechVent,1
-35:35,SysABP,90
-35:35,Urine,100
-35:35,Weight,91.5
-35:55,pH,7.19
-35:55,PaCO2,38
-35:55,PaO2,86
-36:15,DiasABP,46
-36:15,HR,121
-36:15,MAP,55
-36:15,SysABP,68
-36:15,Weight,91.5
-36:30,DiasABP,58
-36:30,HR,120
-36:30,MAP,69
-36:30,SysABP,86
-36:30,Weight,91.5
-36:35,DiasABP,57
-36:35,FiO2,0.5
-36:35,HR,120
-36:35,MAP,67
-36:35,MechVent,1
-36:35,SysABP,82
-36:35,Weight,91.5
-36:55,Lactate,1.4
-37:35,DiasABP,64
-37:35,HR,111
-37:35,MAP,77
-37:35,SysABP,97
-37:35,Urine,70
-37:35,Weight,91.5
-37:55,DiasABP,51
-37:55,HR,108
-37:55,MAP,58
-37:55,SysABP,67
-37:55,Weight,91.5
-38:05,DiasABP,53
-38:05,HR,101
-38:05,MAP,62
-38:05,SysABP,76
-38:05,Weight,91.5
-38:35,DiasABP,50
-38:35,HR,95
-38:35,MAP,59
-38:35,SysABP,74
-38:35,Weight,91.5
-39:09,HCT,32.7
-39:35,DiasABP,51
-39:35,HR,89
-39:35,MAP,61
-39:35,SysABP,76
-39:35,Temp,37.4
-39:35,Weight,91.5
-39:44,Lactate,1.3
-40:05,DiasABP,52
-40:05,HR,90
-40:05,MAP,63
-40:05,SysABP,80
-40:05,Weight,91.5
-40:35,DiasABP,55
-40:35,FiO2,0.5
-40:35,HR,92
-40:35,MAP,64
-40:35,MechVent,1
-40:35,SysABP,79
-40:35,Urine,110
-40:35,Weight,91.5
-41:35,DiasABP,59
-41:35,GCS,9
-41:35,HR,89
-41:35,MAP,72
-41:35,SysABP,94
-41:35,Weight,91.5
-41:44,DiasABP,58
-41:44,HR,91
-41:44,MAP,71
-41:44,SysABP,93
-41:44,Weight,91.5
-42:05,Urine,90
-42:35,DiasABP,57
-42:35,HR,92
-42:35,MAP,71
-42:35,SysABP,94
-42:35,Weight,91.5
-43:35,DiasABP,56
-43:35,FiO2,0.5
-43:35,HR,82
-43:35,MAP,73
-43:35,MechVent,1
-43:35,SysABP,104
-43:35,Urine,45
-43:35,Weight,91.5
-43:40,DiasABP,60
-43:40,HR,83
-43:40,MAP,80
-43:40,SysABP,115
-43:40,Weight,91.5
-44:35,DiasABP,59
-44:35,HR,81
-44:35,MAP,72
-44:35,SysABP,95
-44:35,Temp,36.4
-44:35,Urine,70
-44:35,Weight,91.5
-44:43,pH,7.23
-44:43,PaCO2,30
-44:43,PaO2,144
-45:15,BUN,34
-45:15,Creatinine,1.9
-45:15,Glucose,206
-45:15,HCO3,11
-45:15,HCT,33.2
-45:15,Mg,2.2
-45:15,Platelets,135
-45:15,K,5.1
-45:15,Na,142
-45:15,WBC,25.3
-45:35,DiasABP,56
-45:35,HR,70
-45:35,MAP,72
-45:35,SysABP,101
-45:35,Weight,91.5
-46:01,Lactate,1.6
-46:35,DiasABP,55
-46:35,FiO2,0.5
-46:35,HR,75
-46:35,MAP,72
-46:35,MechVent,1
-46:35,SysABP,102
-46:35,Urine,70
-46:35,Weight,91.5
-47:35,DiasABP,62
-47:35,GCS,11
-47:35,HR,64
-47:35,MAP,76
-47:35,SysABP,97
-47:35,Temp,36.6
-47:35,Urine,80
diff --git a/data/set-a/132700.txt b/data/set-a/132700.txt
deleted file mode 100644
index 9006be2c50620d037bcbd6cf18123c06bb5773df..0000000000000000000000000000000000000000
--- a/data/set-a/132700.txt
+++ /dev/null
@@ -1,430 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132700
-00:00,Age,65
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,76
-01:21,pH,7.44
-01:21,PaCO2,34
-01:21,PaO2,36
-02:12,GCS,15
-02:12,HR,103
-02:12,NIDiasABP,60
-02:12,NIMAP,73
-02:12,NISysABP,114
-02:12,RespRate,26
-02:12,Temp,37.8
-02:12,Urine,180
-03:12,HR,103
-03:12,NIDiasABP,63
-03:12,NISysABP,97
-03:12,RespRate,21
-03:12,Urine,100
-03:12,Weight,76
-03:58,BUN,13
-03:58,Creatinine,0.6
-03:58,Glucose,141
-03:58,HCO3,23
-03:58,HCT,33.4
-03:58,Mg,1.9
-03:58,Platelets,152
-03:58,K,3.4
-03:58,Na,141
-03:58,WBC,3.9
-04:12,HR,98
-04:12,NIDiasABP,54
-04:12,NIMAP,62
-04:12,NISysABP,91
-04:12,RespRate,25
-04:12,Weight,76
-04:20,Lactate,2.7
-06:12,GCS,15
-06:12,HR,102
-06:12,NIDiasABP,51
-06:12,NIMAP,61
-06:12,NISysABP,95
-06:12,RespRate,21
-06:12,Temp,37.7
-06:12,Urine,150
-06:12,Weight,76
-06:42,HR,102
-06:42,NIDiasABP,70
-06:42,NIMAP,76
-06:42,NISysABP,100
-06:42,RespRate,25
-06:42,Weight,76
-07:12,HR,101
-07:12,NIDiasABP,57
-07:12,NIMAP,70
-07:12,NISysABP,107
-07:12,RespRate,15
-07:12,Weight,76
-08:12,HR,101
-08:12,RespRate,18
-08:12,Urine,200
-08:12,Weight,76
-08:42,HR,101
-08:42,NIDiasABP,57
-08:42,NIMAP,73
-08:42,NISysABP,132
-08:42,RespRate,28
-08:42,Weight,76
-09:42,GCS,15
-09:42,HR,96
-09:42,NIDiasABP,50
-09:42,NIMAP,58
-09:42,NISysABP,91
-09:42,RespRate,28
-09:42,Urine,250
-09:42,Weight,76
-10:12,HR,93
-10:12,NIDiasABP,62
-10:12,NIMAP,68
-10:12,NISysABP,93
-10:12,RespRate,21
-10:12,Weight,76
-11:12,HR,96
-11:12,NIDiasABP,65
-11:12,NIMAP,76
-11:12,NISysABP,110
-11:12,RespRate,21
-11:12,Urine,200
-11:12,Weight,76
-11:42,HR,93
-11:42,NIDiasABP,66
-11:42,NIMAP,76
-11:42,NISysABP,113
-11:42,RespRate,30
-11:42,Temp,36.4
-11:42,Weight,76
-12:12,HR,93
-12:12,NIDiasABP,66
-12:12,NIMAP,77
-12:12,NISysABP,113
-12:12,RespRate,26
-12:12,Urine,150
-12:12,Weight,76
-12:42,HR,98
-12:42,NIDiasABP,64
-12:42,NIMAP,75
-12:42,NISysABP,112
-12:42,RespRate,23
-12:42,Weight,76
-13:12,HR,103
-13:12,NIDiasABP,66
-13:12,NIMAP,77
-13:12,NISysABP,120
-13:12,RespRate,21
-13:12,Temp,36.8
-13:12,Urine,200
-13:12,Weight,76
-14:12,GCS,15
-14:12,HR,94
-14:12,NIDiasABP,61
-14:12,NIMAP,72
-14:12,NISysABP,110
-14:12,RespRate,21
-14:12,Weight,76
-15:12,HR,92
-15:12,NIDiasABP,69
-15:12,NIMAP,79
-15:12,NISysABP,114
-15:12,RespRate,19
-15:12,Weight,76
-16:12,HR,97
-16:12,NIDiasABP,69
-16:12,NIMAP,79
-16:12,NISysABP,116
-16:12,RespRate,21
-16:12,Urine,150
-16:12,Weight,76
-16:42,HR,101
-16:42,NIDiasABP,77
-16:42,NIMAP,89
-16:42,NISysABP,127
-16:42,RespRate,25
-16:42,Urine,200
-16:42,Weight,76
-17:12,HR,97
-17:12,RespRate,26
-17:12,Weight,76
-18:12,GCS,15
-18:12,HR,93
-18:12,NIDiasABP,65
-18:12,NIMAP,76
-18:12,NISysABP,111
-18:12,RespRate,28
-18:12,Temp,37.3
-18:12,Urine,100
-18:12,Weight,76
-19:12,HR,95
-19:12,NIDiasABP,55
-19:12,NIMAP,67
-19:12,NISysABP,111
-19:12,RespRate,17
-19:12,Temp,37.1
-19:12,Urine,130
-19:12,Weight,76
-20:12,HR,94
-20:12,NIDiasABP,68
-20:12,NIMAP,81
-20:12,NISysABP,127
-20:12,RespRate,23
-20:12,Weight,76
-21:12,HR,95
-21:12,NIDiasABP,60
-21:12,NIMAP,76
-21:12,NISysABP,126
-21:12,RespRate,17
-21:12,Urine,120
-21:12,Weight,76
-22:12,GCS,15
-22:12,HR,98
-22:12,NIDiasABP,70
-22:12,NIMAP,85
-22:12,NISysABP,134
-22:12,RespRate,22
-22:12,Temp,36.5
-22:12,Urine,200
-22:12,Weight,76
-23:12,HR,92
-23:12,NIDiasABP,63
-23:12,NISysABP,126
-23:12,RespRate,27
-23:12,Weight,76
-24:12,HR,93
-24:12,RespRate,25
-24:12,Weight,76
-24:42,Urine,160
-25:12,GCS,15
-25:12,HR,89
-25:12,NIDiasABP,74
-25:12,NIMAP,86
-25:12,NISysABP,131
-25:12,RespRate,27
-25:12,Temp,37.1
-25:12,Weight,76
-26:12,HR,97
-26:12,RespRate,27
-26:12,Weight,76
-27:12,HR,91
-27:12,RespRate,24
-27:12,Urine,120
-27:12,Weight,76
-28:12,HR,85
-28:12,NIDiasABP,67
-28:12,NISysABP,109
-28:12,RespRate,25
-28:12,Weight,76
-29:12,HR,88
-29:12,RespRate,23
-29:12,Urine,150
-29:12,Weight,76
-29:52,BUN,8
-29:52,Creatinine,0.5
-29:52,Glucose,96
-29:52,HCO3,22
-29:52,HCT,33.5
-29:52,Mg,2.1
-29:52,Platelets,172
-29:52,K,3.4
-29:52,Na,141
-29:52,WBC,5.5
-30:12,GCS,15
-30:12,HR,90
-30:12,NIDiasABP,68
-30:12,NIMAP,84
-30:12,NISysABP,118
-30:12,RespRate,25
-30:12,Temp,36.1
-30:12,Urine,100
-30:12,Weight,76
-31:12,HR,95
-31:12,RespRate,29
-31:12,Weight,76
-32:12,HR,91
-32:12,NIDiasABP,70
-32:12,NISysABP,116
-32:12,RespRate,26
-32:12,Urine,150
-32:12,Weight,76
-33:12,HR,98
-33:12,NIDiasABP,57
-33:12,NISysABP,110
-33:12,RespRate,23
-33:12,Urine,100
-33:12,Weight,76
-34:12,HR,101
-34:12,NIDiasABP,56
-34:12,NISysABP,135
-34:12,RespRate,25
-34:12,Weight,76
-34:37,HR,95
-34:37,NIDiasABP,67
-34:37,NIMAP,84
-34:37,NISysABP,137
-34:37,RespRate,26
-34:37,Weight,76
-34:42,HR,104
-34:42,NIDiasABP,56
-34:42,NIMAP,77
-34:42,NISysABP,135
-34:42,RespRate,24
-34:42,Weight,76
-34:47,HR,105
-34:47,NIDiasABP,77
-34:47,NIMAP,94
-34:47,NISysABP,143
-34:47,RespRate,19
-34:47,Weight,76
-34:52,HR,115
-34:52,NIDiasABP,83
-34:52,NIMAP,94
-34:52,NISysABP,137
-34:52,RespRate,22
-34:52,Weight,76
-34:57,HR,103
-34:57,NIDiasABP,95
-34:57,NIMAP,111
-34:57,NISysABP,169
-34:57,RespRate,28
-34:57,Weight,76
-35:02,HR,113
-35:02,NIDiasABP,81
-35:02,NIMAP,94
-35:02,NISysABP,137
-35:02,RespRate,20
-35:02,Weight,76
-35:07,HR,104
-35:07,NIDiasABP,84
-35:07,NIMAP,98
-35:07,NISysABP,148
-35:07,RespRate,23
-35:07,Weight,76
-35:12,GCS,15
-35:12,HR,100
-35:12,NIDiasABP,85
-35:12,NIMAP,100
-35:12,NISysABP,153
-35:12,RespRate,28
-35:12,Temp,37.6
-35:12,Weight,76
-35:17,HR,99
-35:17,NIDiasABP,82
-35:17,NIMAP,95
-35:17,NISysABP,137
-35:17,RespRate,23
-35:17,Weight,76
-35:22,HR,99
-35:22,NIDiasABP,76
-35:22,NIMAP,91
-35:22,NISysABP,136
-35:22,RespRate,21
-35:22,Weight,76
-35:27,HR,93
-35:27,NIDiasABP,77
-35:27,NIMAP,90
-35:27,NISysABP,139
-35:27,RespRate,24
-35:27,Weight,76
-35:32,HR,98
-35:32,NIDiasABP,75
-35:32,NIMAP,88
-35:32,NISysABP,131
-35:32,RespRate,24
-35:32,Weight,76
-36:12,HR,90
-36:12,NIDiasABP,68
-36:12,NIMAP,81
-36:12,NISysABP,130
-36:12,RespRate,23
-36:12,Urine,200
-36:12,Weight,76
-37:12,HR,88
-37:12,NIDiasABP,81
-37:12,NIMAP,92
-37:12,NISysABP,131
-37:12,RespRate,23
-37:12,Temp,37.1
-37:12,Weight,76
-38:12,GCS,15
-38:12,HR,90
-38:12,NIDiasABP,70
-38:12,NIMAP,82
-38:12,NISysABP,124
-38:12,RespRate,21
-38:12,Temp,37.6
-38:12,Weight,76
-39:12,HR,99
-39:12,NIDiasABP,107
-39:12,NIMAP,118
-39:12,NISysABP,149
-39:12,RespRate,33
-39:12,Temp,37.7
-39:12,Urine,150
-39:12,Weight,76
-40:12,HR,103
-40:12,NIDiasABP,78
-40:12,NIMAP,93
-40:12,NISysABP,146
-40:12,RespRate,27
-40:12,Temp,38.6
-40:12,Urine,125
-40:12,Weight,76
-41:12,HR,102
-41:12,NIDiasABP,77
-41:12,NIMAP,91
-41:12,NISysABP,139
-41:12,RespRate,19
-41:12,Temp,37.4
-41:12,Urine,225
-41:12,Weight,76
-41:42,HR,100
-41:42,NIDiasABP,74
-41:42,NIMAP,87
-41:42,NISysABP,129
-41:42,RespRate,25
-41:42,Temp,37.3
-41:42,Weight,76
-42:12,GCS,15
-42:12,HR,97
-42:12,NIDiasABP,78
-42:12,NIMAP,92
-42:12,NISysABP,138
-42:12,RespRate,26
-42:12,Temp,36.9
-42:12,Weight,76
-43:12,HR,97
-43:12,NIDiasABP,74
-43:12,NIMAP,86
-43:12,NISysABP,130
-43:12,RespRate,24
-43:12,Urine,250
-43:12,Weight,76
-44:12,HR,94
-44:12,NIDiasABP,93
-44:12,NIMAP,98
-44:12,NISysABP,114
-44:12,RespRate,27
-44:12,Weight,76
-45:12,HR,84
-45:12,NIDiasABP,88
-45:12,NIMAP,99
-45:12,NISysABP,135
-45:12,RespRate,28
-45:12,Weight,76
-46:12,GCS,15
-46:12,HR,91
-46:12,NIDiasABP,71
-46:12,NIMAP,83
-46:12,NISysABP,125
-46:12,RespRate,27
-46:12,Temp,36.6
-46:12,Weight,76
-47:12,HR,95
-47:12,NIDiasABP,70
-47:12,NIMAP,81
-47:12,NISysABP,116
-47:12,RespRate,26
-47:12,Weight,76
diff --git a/data/set-a/132703.txt b/data/set-a/132703.txt
deleted file mode 100644
index 5baa709ac6bb5e1aa9914ba360685df37cf5d658..0000000000000000000000000000000000000000
--- a/data/set-a/132703.txt
+++ /dev/null
@@ -1,391 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132703
-00:00,Age,78
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,72.6
-00:08,DiasABP,63
-00:08,GCS,14
-00:08,HR,96
-00:08,MAP,87
-00:08,RespRate,19
-00:08,SysABP,124
-00:08,Temp,37.1
-00:38,DiasABP,57
-00:38,HR,95
-00:38,MAP,80
-00:38,RespRate,19
-00:38,SysABP,114
-00:38,Urine,453
-00:38,Urine,100
-01:38,DiasABP,60
-01:38,HR,97
-01:38,MAP,82
-01:38,RespRate,18
-01:38,SysABP,115
-01:38,Urine,50
-02:38,DiasABP,62
-02:38,GCS,15
-02:38,HR,96
-02:38,MAP,85
-02:38,RespRate,20
-02:38,SysABP,120
-02:38,Urine,50
-03:38,DiasABP,65
-03:38,HR,98
-03:38,MAP,88
-03:38,RespRate,17
-03:38,SysABP,122
-04:38,DiasABP,64
-04:38,HR,108
-04:38,MAP,86
-04:38,RespRate,18
-04:38,SysABP,119
-04:38,Temp,36.4
-04:38,Urine,0
-04:38,Urine,40
-05:38,DiasABP,62
-05:38,GCS,15
-05:38,HR,98
-05:38,MAP,82
-05:38,RespRate,18
-05:38,SysABP,113
-05:38,Urine,45
-06:37,BUN,28
-06:37,Creatinine,1.5
-06:37,Glucose,95
-06:37,HCO3,26
-06:37,HCT,29.8
-06:37,Mg,2.6
-06:37,Platelets,182
-06:37,K,4.6
-06:37,Na,140
-06:37,WBC,10.1
-06:38,DiasABP,65
-06:38,HR,109
-06:38,MAP,85
-06:38,RespRate,18
-06:38,SysABP,116
-06:38,Urine,38
-07:38,DiasABP,78
-07:38,HR,114
-07:38,MAP,105
-07:38,RespRate,21
-07:38,SysABP,146
-07:38,Urine,34
-08:38,DiasABP,65
-08:38,GCS,15
-08:38,HR,110
-08:38,MAP,86
-08:38,RespRate,15
-08:38,SysABP,116
-08:38,Temp,36.9
-08:38,Urine,30
-09:38,DiasABP,61
-09:38,HR,108
-09:38,MAP,81
-09:38,RespRate,14
-09:38,SysABP,110
-09:38,Urine,30
-10:38,DiasABP,66
-10:38,HR,112
-10:38,MAP,89
-10:38,RespRate,19
-10:38,SysABP,125
-10:38,Urine,34
-11:38,DiasABP,64
-11:38,HR,112
-11:38,MAP,85
-11:38,RespRate,14
-11:38,SysABP,116
-12:16,pH,7.39
-12:16,PaCO2,41
-12:16,PaO2,124
-12:38,DiasABP,68
-12:38,GCS,15
-12:38,HR,115
-12:38,MAP,90
-12:38,RespRate,15
-12:38,SysABP,121
-12:38,Temp,36.1
-12:38,Urine,80
-13:38,DiasABP,69
-13:38,HR,118
-13:38,MAP,90
-13:38,RespRate,15
-13:38,SysABP,120
-13:38,Urine,20
-13:38,Weight,72.6
-14:38,DiasABP,71
-14:38,HR,107
-14:38,MAP,87
-14:38,RespRate,16
-14:38,SysABP,119
-14:38,Urine,50
-14:38,Weight,72.6
-15:38,DiasABP,65
-15:38,HR,115
-15:38,MAP,88
-15:38,RespRate,15
-15:38,SysABP,123
-15:38,Weight,72.6
-16:38,DiasABP,68
-16:38,GCS,15
-16:38,HR,116
-16:38,MAP,91
-16:38,RespRate,17
-16:38,SysABP,128
-16:38,Temp,36.4
-16:38,Urine,60
-16:38,Weight,72.6
-17:38,DiasABP,66
-17:38,HR,102
-17:38,MAP,87
-17:38,RespRate,12
-17:38,SysABP,117
-17:38,Urine,400
-17:38,Weight,72.6
-18:38,DiasABP,72
-18:38,HR,112
-18:38,MAP,97
-18:38,RespRate,12
-18:38,SysABP,135
-18:38,Urine,120
-18:38,Weight,72.6
-19:38,DiasABP,71
-19:38,HR,119
-19:38,MAP,88
-19:38,RespRate,17
-19:38,SysABP,113
-19:38,Weight,72.6
-19:56,BUN,29
-19:56,Creatinine,1.6
-19:56,Glucose,110
-19:56,HCO3,25
-19:56,HCT,32.3
-19:56,Mg,2.5
-19:56,Platelets,234
-19:56,K,4.5
-19:56,Na,141
-19:56,WBC,11.8
-20:08,HR,123
-20:08,RespRate,16
-20:08,Weight,72.6
-20:38,pH,7.35
-20:38,DiasABP,68
-20:38,GCS,15
-20:38,HR,117
-20:38,Lactate,1.8
-20:38,MAP,87
-20:38,PaCO2,49
-20:38,PaO2,78
-20:38,RespRate,13
-20:38,SysABP,115
-20:38,Urine,80
-20:38,Weight,72.6
-21:38,DiasABP,70
-21:38,HR,116
-21:38,MAP,90
-21:38,RespRate,13
-21:38,SysABP,120
-21:38,Urine,45
-21:38,Weight,72.6
-22:38,DiasABP,68
-22:38,HR,118
-22:38,MAP,88
-22:38,RespRate,11
-22:38,SysABP,122
-22:38,Temp,35.8
-22:38,Urine,30
-22:38,Weight,72.6
-23:38,DiasABP,67
-23:38,HR,120
-23:38,MAP,89
-23:38,RespRate,21
-23:38,SysABP,122
-23:38,Weight,72.6
-24:38,DiasABP,60
-24:38,GCS,15
-24:38,HR,118
-24:38,MAP,75
-24:38,RespRate,12
-24:38,SysABP,106
-24:38,Temp,37.8
-24:38,Urine,50
-24:38,Weight,72.6
-25:38,DiasABP,66
-25:38,HR,108
-25:38,MAP,84
-25:38,RespRate,12
-25:38,SysABP,114
-25:38,Weight,72.6
-26:38,DiasABP,101
-26:38,HR,115
-26:38,MAP,106
-26:38,NIDiasABP,81
-26:38,NIMAP,88
-26:38,NISysABP,112
-26:38,RespRate,16
-26:38,SysABP,115
-26:38,Urine,45
-26:38,Weight,72.6
-27:38,DiasABP,80
-27:38,GCS,15
-27:38,HR,118
-27:38,MAP,94
-27:38,RespRate,12
-27:38,SysABP,116
-27:38,Weight,72.6
-28:38,DiasABP,72
-28:38,HR,113
-28:38,MAP,87
-28:38,NIDiasABP,82
-28:38,NIMAP,89
-28:38,NISysABP,123
-28:38,RespRate,11
-28:38,SysABP,105
-28:38,Temp,37.2
-28:38,Urine,30
-29:38,DiasABP,79
-29:38,HR,114
-29:38,MAP,92
-29:38,RespRate,14
-29:38,SysABP,105
-29:38,Weight,72.6
-30:38,DiasABP,68
-30:38,GCS,14
-30:38,HR,114
-30:38,MAP,81
-30:38,NIDiasABP,79
-30:38,NIMAP,88
-30:38,NISysABP,122
-30:38,RespRate,15
-30:38,SysABP,95
-30:38,Urine,60
-30:40,Albumin,3.5
-30:40,ALP,48
-30:40,ALT,45
-30:40,AST,25
-30:40,Bilirubin,0.6
-30:40,BUN,34
-30:40,Creatinine,1.6
-30:40,Glucose,111
-30:40,HCO3,28
-30:40,HCT,30.2
-30:40,Mg,2.6
-30:40,Platelets,191
-30:40,K,4.7
-30:40,Na,141
-30:40,WBC,9.4
-31:38,DiasABP,72
-31:38,HR,114
-31:38,MAP,81
-31:38,NIDiasABP,72
-31:38,NIMAP,86
-31:38,NISysABP,126
-31:38,RespRate,9
-31:38,SysABP,87
-31:38,Urine,30
-31:38,Weight,72.6
-32:38,DiasABP,67
-32:38,HR,115
-32:38,MAP,86
-32:38,RespRate,10
-32:38,SysABP,115
-32:38,Temp,37.1
-32:38,Urine,30
-33:38,DiasABP,80
-33:38,HR,104
-33:38,MAP,80
-33:38,RespRate,10
-33:38,SysABP,117
-34:38,DiasABP,85
-34:38,HR,102
-34:38,MAP,95
-34:38,RespRate,15
-34:38,SysABP,124
-34:38,Urine,60
-34:38,Weight,72.6
-35:38,DiasABP,72
-35:38,GCS,15
-35:38,HR,101
-35:38,RespRate,14
-35:38,SysABP,127
-36:38,DiasABP,95
-36:38,HR,113
-36:38,RespRate,15
-36:38,SysABP,119
-36:38,Temp,36.4
-36:38,Urine,120
-37:38,GCS,15
-37:38,HR,114
-37:38,NIDiasABP,86
-37:38,NIMAP,93
-37:38,NISysABP,114
-37:38,RespRate,15
-37:38,Urine,40
-37:38,Weight,72.6
-38:38,HR,112
-38:38,NIDiasABP,82
-38:38,NIMAP,92
-38:38,NISysABP,123
-38:38,RespRate,17
-38:38,Urine,40
-39:38,GCS,15
-39:38,HR,107
-39:38,NIDiasABP,100
-39:38,NIMAP,107
-39:38,NISysABP,127
-39:38,RespRate,22
-39:38,Urine,30
-39:38,Weight,72.6
-40:38,HR,81
-40:38,NIDiasABP,69
-40:38,NIMAP,80
-40:38,NISysABP,108
-40:38,RespRate,14
-40:38,Urine,450
-41:38,GCS,15
-41:38,HR,100
-41:38,NIDiasABP,76
-41:38,NIMAP,90
-41:38,NISysABP,126
-41:38,RespRate,20
-41:38,Temp,37.2
-41:38,Urine,320
-41:38,Weight,72.6
-42:38,HR,105
-42:38,NIDiasABP,74
-42:38,NISysABP,135
-42:38,RespRate,22
-42:38,Urine,60
-43:38,GCS,15
-43:38,HR,95
-43:38,NIDiasABP,33
-43:38,NIMAP,61
-43:38,NISysABP,141
-43:38,RespRate,20
-43:38,Urine,60
-44:38,HR,110
-44:38,NIDiasABP,74
-44:38,NIMAP,88
-44:38,NISysABP,127
-44:38,RespRate,19
-44:38,Urine,100
-44:38,Weight,72.6
-45:38,GCS,15
-45:38,HR,108
-45:38,NIDiasABP,77
-45:38,NIMAP,88
-45:38,NISysABP,121
-45:38,RespRate,19
-45:38,Temp,37.4
-45:38,Urine,60
-45:38,Weight,72.6
-46:38,HR,104
-46:38,NIDiasABP,65
-46:38,NIMAP,79
-46:38,NISysABP,126
-46:38,RespRate,18
-46:38,Urine,60
diff --git a/data/set-a/132704.txt b/data/set-a/132704.txt
deleted file mode 100644
index c8813cd4a9880078fcb4a9a72c2fc7d715cb0ef7..0000000000000000000000000000000000000000
--- a/data/set-a/132704.txt
+++ /dev/null
@@ -1,568 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132704
-00:00,Age,63
-00:00,Gender,1
-00:00,Height,182.9
-00:00,ICUType,4
-00:00,Weight,68.9
-00:42,FiO2,1
-00:42,MechVent,1
-00:57,HR,75
-00:57,NIDiasABP,58
-00:57,NIMAP,75
-00:57,NISysABP,122
-00:57,Temp,33.3
-00:57,Urine,500
-00:57,Weight,68.9
-01:12,GCS,3
-01:12,HR,71
-01:12,NIDiasABP,61
-01:12,NIMAP,66
-01:12,NISysABP,84
-01:12,Temp,33.2
-01:12,Weight,68.9
-01:27,HR,72
-01:27,NIDiasABP,60
-01:27,NIMAP,66
-01:27,NISysABP,86
-01:27,Temp,33.6
-01:27,Urine,160
-01:27,Weight,68.9
-01:42,HR,71
-01:42,NIDiasABP,47
-01:42,NIMAP,55
-01:42,NISysABP,80
-01:42,Weight,68.9
-01:57,HR,71
-01:57,NIDiasABP,51
-01:57,NIMAP,58
-01:57,NISysABP,81
-01:57,Weight,68.9
-02:12,HR,67
-02:12,NIDiasABP,57
-02:12,NIMAP,66
-02:12,NISysABP,98
-02:12,Weight,68.9
-02:27,HR,64
-02:27,NIDiasABP,65
-02:27,NIMAP,77
-02:27,NISysABP,113
-02:27,Temp,35.1
-02:27,Urine,150
-02:27,Weight,68.9
-02:50,BUN,8
-02:50,Creatinine,0.8
-02:50,Glucose,134
-02:50,HCO3,19
-02:50,HCT,27.9
-02:50,Mg,1.6
-02:50,Platelets,220
-02:50,K,3.6
-02:50,Na,140
-02:50,WBC,7.1
-02:57,DiasABP,0
-02:57,HR,62
-02:57,MAP,2
-02:57,NIDiasABP,56
-02:57,NIMAP,70
-02:57,NISysABP,110
-02:57,SysABP,0
-02:57,Temp,35.4
-02:57,Weight,68.9
-03:10,Lactate,2.8
-03:27,DiasABP,63
-03:27,FiO2,1
-03:27,GCS,3
-03:27,HR,63
-03:27,MAP,74
-03:27,MechVent,1
-03:27,SysABP,85
-03:27,Temp,35.7
-03:27,Urine,60
-03:27,Weight,68.9
-03:57,DiasABP,66
-03:57,HR,61
-03:57,MAP,79
-03:57,SysABP,93
-03:57,Temp,36.6
-03:57,Weight,68.9
-04:27,DiasABP,64
-04:27,HR,66
-04:27,MAP,78
-04:27,NIDiasABP,49
-04:27,NIMAP,64
-04:27,NISysABP,111
-04:27,SysABP,95
-04:27,Temp,36.8
-04:27,Urine,80
-04:27,Weight,68.9
-04:57,DiasABP,57
-04:57,HR,64
-04:57,MAP,72
-04:57,NIDiasABP,49
-04:57,NIMAP,64
-04:57,NISysABP,111
-04:57,SysABP,92
-04:57,Temp,36.7
-04:57,Weight,68.9
-05:27,DiasABP,58
-05:27,HR,62
-05:27,MAP,73
-05:27,SysABP,92
-05:27,Temp,36.7
-05:27,Urine,100
-05:27,Weight,68.9
-05:42,DiasABP,57
-05:42,HR,60
-05:42,MAP,71
-05:42,SysABP,91
-05:42,Temp,36.7
-05:42,Weight,68.9
-05:57,DiasABP,58
-05:57,HR,60
-05:57,MAP,72
-05:57,SysABP,92
-05:57,Temp,36.7
-05:57,Weight,68.9
-06:02,DiasABP,56
-06:02,HR,65
-06:02,MAP,69
-06:02,SysABP,86
-06:02,Temp,36.7
-06:02,Weight,68.9
-06:12,DiasABP,55
-06:12,HR,69
-06:12,MAP,67
-06:12,SysABP,83
-06:12,Temp,36.7
-06:12,Weight,68.9
-06:27,DiasABP,54
-06:27,FiO2,0.5
-06:27,HR,69
-06:27,MAP,67
-06:27,SysABP,82
-06:27,Temp,36.7
-06:27,Urine,140
-06:27,Weight,68.9
-06:42,DiasABP,55
-06:42,HR,72
-06:42,MAP,69
-06:42,NIDiasABP,53
-06:42,NIMAP,66
-06:42,NISysABP,102
-06:42,SysABP,87
-06:42,Temp,36.6
-06:42,Weight,68.9
-06:57,DiasABP,58
-06:57,HR,72
-06:57,MAP,73
-06:57,SysABP,93
-06:57,Temp,36.5
-06:57,Weight,68.9
-07:27,DiasABP,58
-07:27,FiO2,0.5
-07:27,GCS,3
-07:27,HR,71
-07:27,MAP,73
-07:27,MechVent,1
-07:27,SysABP,93
-07:27,Temp,36.4
-07:27,Urine,180
-07:27,Weight,68.9
-07:57,DiasABP,66
-07:57,HR,75
-07:57,MAP,84
-07:57,SysABP,107
-07:57,Temp,36.4
-07:57,Weight,68.9
-08:27,DiasABP,72
-08:27,HR,78
-08:27,MAP,91
-08:27,SysABP,116
-08:27,Temp,36.4
-08:27,Urine,650
-08:27,Weight,68.9
-08:37,pH,7.32
-08:37,PaCO2,41
-08:37,PaO2,117
-08:57,DiasABP,81
-08:57,HR,72
-08:57,MAP,100
-08:57,SysABP,126
-08:57,Temp,36.2
-08:57,Weight,68.9
-09:27,BUN,7
-09:27,Creatinine,0.8
-09:27,DiasABP,69
-09:27,Glucose,121
-09:27,HCO3,20
-09:27,HCT,29.5
-09:27,HR,74
-09:27,Mg,2.1
-09:27,MAP,86
-09:27,K,4.6
-09:27,Na,137
-09:27,SysABP,108
-09:27,Temp,36.1
-09:27,Urine,600
-09:27,Weight,68.9
-09:37,Lactate,2.1
-09:57,DiasABP,68
-09:57,HR,75
-09:57,MAP,83
-09:57,SysABP,105
-09:57,Temp,36.1
-09:57,Weight,68.9
-10:22,MechVent,1
-10:27,DiasABP,60
-10:27,HR,75
-10:27,MAP,72
-10:27,SysABP,88
-10:27,Temp,36.1
-10:27,Urine,110
-10:27,Weight,68.9
-10:57,DiasABP,63
-10:57,HR,75
-10:57,MAP,76
-10:57,SysABP,94
-10:57,Temp,36
-10:57,Weight,68.9
-11:27,DiasABP,63
-11:27,FiO2,0.5
-11:27,GCS,3
-11:27,HR,73
-11:27,MAP,76
-11:27,MechVent,1
-11:27,SysABP,95
-11:27,Temp,35.7
-11:27,Temp,36
-11:27,Urine,200
-11:27,Weight,68.9
-11:41,pH,7.39
-11:41,PaCO2,34
-11:41,PaO2,150
-12:27,DiasABP,70
-12:27,HR,75
-12:27,MAP,84
-12:27,SysABP,102
-12:27,Temp,36.3
-12:27,Urine,120
-12:27,Weight,68.9
-12:41,Lactate,1.7
-13:27,DiasABP,67
-13:27,HR,77
-13:27,MAP,81
-13:27,SysABP,101
-13:27,Temp,36.5
-13:27,Urine,200
-13:27,Weight,68.9
-14:27,DiasABP,63
-14:27,HR,82
-14:27,MAP,76
-14:27,SysABP,93
-14:27,Temp,36.9
-14:27,Urine,100
-14:27,Weight,68.9
-15:27,DiasABP,72
-15:27,FiO2,0.4
-15:27,GCS,3
-15:27,HR,80
-15:27,MAP,88
-15:27,MechVent,1
-15:27,SysABP,112
-15:27,Temp,37.1
-15:27,Urine,115
-15:27,Weight,68.9
-16:27,DiasABP,71
-16:27,HR,82
-16:27,MAP,90
-16:27,SysABP,117
-16:27,Temp,37.3
-16:27,Weight,68.9
-17:27,DiasABP,72
-17:27,HR,82
-17:27,MAP,90
-17:27,SysABP,116
-17:27,Temp,37.3
-17:27,Urine,400
-17:27,Weight,68.9
-18:27,DiasABP,75
-18:27,HR,82
-18:27,MAP,93
-18:27,SysABP,121
-18:27,Temp,37.3
-18:27,Urine,320
-18:27,Weight,68.9
-19:27,DiasABP,75
-19:27,FiO2,0.4
-19:27,GCS,3
-19:27,HR,81
-19:27,MAP,93
-19:27,MechVent,1
-19:27,SysABP,121
-19:27,Temp,37.2
-19:27,Urine,120
-19:27,Weight,68.9
-20:27,DiasABP,77
-20:27,HR,78
-20:27,MAP,97
-20:27,SysABP,127
-20:27,Temp,37.1
-20:27,Weight,68.9
-21:27,DiasABP,77
-21:27,HR,78
-21:27,MAP,96
-21:27,SysABP,125
-21:27,Temp,37.2
-21:27,Urine,220
-21:27,Weight,68.9
-22:05,pH,7.45
-22:05,PaCO2,38
-22:05,PaO2,127
-22:27,DiasABP,82
-22:27,HR,84
-22:27,MAP,102
-22:27,SysABP,131
-22:27,Temp,37.1
-22:27,Urine,220
-22:27,Weight,68.9
-22:47,BUN,8
-22:47,Creatinine,0.7
-22:47,Glucose,151
-22:47,HCO3,24
-22:47,HCT,30.8
-22:47,Mg,1.9
-22:47,Platelets,193
-22:47,K,4.2
-22:47,Na,139
-22:47,WBC,9.8
-23:27,DiasABP,80
-23:27,GCS,3
-23:27,HR,77
-23:27,MAP,100
-23:27,SysABP,131
-23:27,Temp,36.8
-23:27,Weight,68.9
-24:27,DiasABP,77
-24:27,HR,79
-24:27,MAP,95
-24:27,SysABP,123
-24:27,Temp,36.8
-24:27,Urine,400
-24:27,Weight,68.9
-24:57,FiO2,0.4
-24:57,MechVent,1
-25:27,DiasABP,77
-25:27,HR,77
-25:27,MAP,95
-25:27,SysABP,123
-25:27,Temp,36.5
-25:27,Urine,90
-25:27,Weight,68.9
-27:07,FiO2,0.4
-27:07,MechVent,1
-27:27,DiasABP,71
-27:27,HR,74
-27:27,MAP,87
-27:27,SysABP,112
-27:27,Temp,36.1
-27:27,Urine,180
-27:27,Weight,68.9
-28:27,DiasABP,82
-28:27,GCS,5
-28:27,HR,80
-28:27,MAP,102
-28:27,SysABP,132
-28:27,Temp,36.1
-28:27,Urine,240
-28:27,Weight,68.9
-29:27,DiasABP,53
-29:27,HR,78
-29:27,MAP,65
-29:27,SysABP,81
-29:27,Temp,36.1
-29:27,Urine,130
-29:27,Weight,68.9
-30:27,DiasABP,76
-30:27,HR,69
-30:27,MAP,97
-30:27,SysABP,130
-30:27,Urine,80
-30:27,Weight,68.9
-31:02,FiO2,0.4
-31:02,MechVent,1
-31:27,DiasABP,63
-31:27,HR,81
-31:27,MAP,78
-31:27,SysABP,93
-31:27,Temp,35.9
-31:27,Urine,400
-31:27,Weight,68.9
-32:27,DiasABP,76
-32:27,GCS,5
-32:27,HR,64
-32:27,MAP,99
-32:27,SysABP,133
-32:27,Temp,35.1
-32:27,Urine,600
-32:27,Weight,68.9
-33:27,DiasABP,63
-33:27,HR,71
-33:27,MAP,78
-33:27,SysABP,98
-33:27,Temp,35.2
-33:27,Urine,600
-33:27,Weight,68.9
-34:27,DiasABP,71
-34:27,HR,64
-34:27,MAP,92
-34:27,SysABP,120
-34:27,Temp,34.7
-34:27,Temp,34.6
-34:27,Urine,400
-34:27,Weight,68.9
-35:27,DiasABP,66
-35:27,FiO2,0.4
-35:27,GCS,3
-35:27,HR,71
-35:27,MAP,81
-35:27,MechVent,1
-35:27,SysABP,101
-35:27,Temp,35.3
-35:27,Urine,1300
-35:27,Weight,68.9
-35:42,DiasABP,62
-35:42,HR,74
-35:42,MAP,74
-35:42,SysABP,92
-35:42,Temp,35.4
-35:42,Weight,68.9
-35:57,DiasABP,60
-35:57,HR,76
-35:57,MAP,72
-35:57,SysABP,89
-35:57,Temp,35.6
-35:57,Weight,68.9
-36:12,DiasABP,67
-36:12,HR,77
-36:12,MAP,82
-36:12,SysABP,103
-36:12,Temp,35.8
-36:12,Weight,68.9
-36:27,DiasABP,60
-36:27,HR,77
-36:27,MAP,72
-36:27,SysABP,89
-36:27,Temp,36
-36:27,Urine,380
-36:27,Weight,68.9
-37:27,DiasABP,56
-37:27,HR,84
-37:27,MAP,69
-37:27,SysABP,88
-37:27,Temp,36.9
-37:27,Urine,380
-37:27,Weight,68.9
-37:38,pH,7.49
-37:38,PaCO2,35
-37:38,PaO2,91
-38:12,MechVent,1
-38:27,DiasABP,59
-38:27,HR,92
-38:27,MAP,74
-38:27,SysABP,93
-38:27,Temp,37.7
-38:27,Urine,100
-38:27,Weight,68.9
-38:30,BUN,7
-38:30,Creatinine,0.6
-38:30,HCT,26.7
-38:30,Mg,2.3
-38:30,K,3.7
-38:30,Na,150
-39:27,DiasABP,61
-39:27,FiO2,0.4
-39:27,GCS,3
-39:27,HR,93
-39:27,MAP,77
-39:27,MechVent,1
-39:27,SysABP,98
-39:27,Temp,3.2
-39:27,Temp,37.8
-39:27,Urine,70
-39:27,Weight,68.9
-40:27,DiasABP,68
-40:27,HR,92
-40:27,MAP,85
-40:27,SysABP,108
-40:27,Temp,37.6
-40:27,Weight,68.9
-41:27,DiasABP,66
-41:27,HR,88
-41:27,MAP,84
-41:27,SysABP,109
-41:27,Temp,37.5
-41:27,Urine,210
-41:27,Weight,68.9
-42:27,DiasABP,68
-42:27,HR,84
-42:27,MAP,86
-42:27,SysABP,113
-42:27,Temp,37.3
-42:27,Urine,180
-42:27,Weight,68.9
-43:27,DiasABP,69
-43:27,GCS,3
-43:27,HR,82
-43:27,MAP,89
-43:27,SysABP,117
-43:27,Temp,37.2
-43:27,Urine,200
-43:27,Weight,68.9
-44:27,DiasABP,77
-44:27,FiO2,0.4
-44:27,HR,84
-44:27,MAP,98
-44:27,MechVent,1
-44:27,SysABP,129
-44:27,Temp,36.9
-44:27,Urine,140
-44:27,Weight,68.9
-45:27,DiasABP,81
-45:27,HR,78
-45:27,MAP,100
-45:27,SysABP,123
-45:27,Temp,36.7
-45:27,Urine,150
-45:27,Weight,68.9
-46:27,DiasABP,88
-46:27,HR,78
-46:27,MAP,93
-46:27,SysABP,95
-46:27,Temp,36.5
-46:27,Weight,68.9
-46:35,Albumin,3.1
-46:35,ALP,57
-46:35,ALT,33
-46:35,AST,73
-46:35,Bilirubin,0.4
-46:35,BUN,8
-46:35,Creatinine,0.7
-46:35,Glucose,130
-46:35,HCO3,26
-46:35,HCT,28.6
-46:35,Mg,2.2
-46:35,Platelets,185
-46:35,K,3.4
-46:35,Na,152
-46:35,WBC,11.2
-47:27,DiasABP,80
-47:27,GCS,3
-47:27,HR,87
-47:27,MAP,99
-47:27,SysABP,128
-47:27,Temp,36.4
-47:27,Urine,250
-47:27,Weight,68.9
-47:57,FiO2,0.4
-47:57,MechVent,1
diff --git a/data/set-a/132705.txt b/data/set-a/132705.txt
deleted file mode 100644
index c88aa02ee42c93e0adbb46584cc4b8fe220d2dcd..0000000000000000000000000000000000000000
--- a/data/set-a/132705.txt
+++ /dev/null
@@ -1,518 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132705
-00:00,Age,77
-00:00,Gender,0
-00:00,Height,165.1
-00:00,ICUType,4
-00:00,Weight,73.9
-00:04,DiasABP,0
-00:04,HR,50
-00:04,NIDiasABP,51
-00:04,NIMAP,79.67
-00:04,NISysABP,137
-00:04,SysABP,0
-00:09,DiasABP,0
-00:09,HR,47
-00:09,NIDiasABP,52
-00:09,NIMAP,73.67
-00:09,NISysABP,117
-00:09,SysABP,0
-00:14,DiasABP,0
-00:14,HR,48
-00:14,NIDiasABP,61
-00:14,NIMAP,81
-00:14,NISysABP,121
-00:14,SysABP,0
-00:19,DiasABP,0
-00:19,HR,49
-00:19,NIDiasABP,53
-00:19,NIMAP,73
-00:19,NISysABP,113
-00:19,SysABP,0
-00:24,DiasABP,68
-00:24,HR,49
-00:24,MAP,88
-00:24,SysABP,121
-00:29,DiasABP,83
-00:29,HR,57
-00:29,MAP,110
-00:29,SysABP,154
-00:34,DiasABP,80
-00:34,HR,51
-00:34,MAP,106
-00:34,SysABP,152
-00:39,DiasABP,69
-00:39,HR,51
-00:39,MAP,89
-00:39,SysABP,123
-00:44,DiasABP,91
-00:44,HR,62
-00:44,MAP,119
-00:44,SysABP,166
-00:49,DiasABP,65
-00:49,FiO2,0.4
-00:49,GCS,10
-00:49,HR,52
-00:49,MAP,85
-00:49,MechVent,1
-00:49,SysABP,118
-01:04,DiasABP,68
-01:04,HR,55
-01:04,MAP,88
-01:04,NIDiasABP,53
-01:04,NIMAP,75.33
-01:04,NISysABP,120
-01:04,SysABP,123
-01:19,BUN,19
-01:19,Creatinine,0.8
-01:19,Glucose,162
-01:19,HCO3,18
-01:19,HCT,40.6
-01:19,Mg,1.3
-01:19,Platelets,133
-01:19,K,3.5
-01:19,Na,138
-01:19,WBC,16.3
-01:34,DiasABP,62
-01:34,HR,62
-01:34,MAP,78
-01:34,SysABP,107
-01:37,Lactate,3.4
-01:49,DiasABP,46
-01:49,FiO2,0.4
-01:49,HR,55
-01:49,MAP,62
-01:49,MechVent,1
-01:49,SysABP,87
-01:49,Temp,34.4
-01:49,Urine,370
-02:19,DiasABP,59
-02:19,SysABP,139
-02:34,DiasABP,48
-02:34,HR,51
-02:34,MAP,64
-02:34,SysABP,101
-02:49,DiasABP,46
-02:49,GCS,11
-02:49,HR,47
-02:49,MAP,62
-02:49,MechVent,1
-02:49,NIDiasABP,31
-02:49,NIMAP,50.33
-02:49,NISysABP,89
-02:49,SysABP,94
-02:49,Urine,80
-03:19,DiasABP,43
-03:19,HR,45
-03:19,MAP,62
-03:19,SysABP,101
-03:19,Temp,36.2
-03:39,pH,7.36
-03:39,PaCO2,36
-03:39,PaO2,99
-03:49,DiasABP,37
-03:49,FiO2,0.4
-03:49,GCS,10
-03:49,HR,41
-03:49,MAP,53
-03:49,MechVent,1
-03:49,SysABP,85
-03:49,Urine,80
-04:04,DiasABP,51
-04:04,HR,47
-04:04,MAP,75
-04:04,SysABP,124
-04:19,DiasABP,40
-04:19,HCT,27.5
-04:19,HR,45
-04:19,MAP,55
-04:19,SysABP,85
-04:34,DiasABP,59
-04:34,SysABP,152
-04:39,DiasABP,58
-04:39,HR,53
-04:39,Lactate,4.2
-04:39,MAP,88
-04:39,SysABP,148
-04:49,DiasABP,49
-04:49,FiO2,0.4
-04:49,HR,49
-04:49,MAP,71
-04:49,MechVent,1
-04:49,SysABP,118
-04:49,Temp,36.9
-04:49,Urine,100
-05:19,DiasABP,47
-05:19,GCS,10
-05:19,HR,49
-05:19,MAP,64
-05:19,SysABP,98
-05:29,DiasABP,57
-05:29,HR,62
-05:29,MAP,76
-05:29,SysABP,109
-05:34,NIDiasABP,40
-05:34,NIMAP,68
-05:34,NISysABP,124
-07:35,pH,7.28
-07:35,PaCO2,46
-07:35,PaO2,387
-08:49,Urine,220
-09:04,DiasABP,55
-09:04,FiO2,0.4
-09:04,HR,53
-09:04,MAP,78
-09:04,MechVent,1
-09:04,SysABP,122
-09:04,Temp,37.8
-09:04,Urine,80
-09:49,DiasABP,54
-09:49,FiO2,0.4
-09:49,HR,56
-09:49,MAP,77
-09:49,MechVent,1
-09:49,NIDiasABP,40
-09:49,NIMAP,65
-09:49,NISysABP,115
-09:49,SysABP,123
-09:49,Urine,130
-10:34,DiasABP,48
-10:34,HR,55
-10:34,MAP,63
-10:34,SysABP,94
-10:49,DiasABP,57
-10:49,FiO2,0.4
-10:49,GCS,10
-10:49,HR,56
-10:49,MAP,82
-10:49,MechVent,1
-10:49,SysABP,139
-11:23,pH,7.38
-11:23,PaCO2,45
-11:23,PaO2,110
-11:49,DiasABP,49
-11:49,GCS,10
-11:49,HCT,26.6
-11:49,HR,56
-11:49,MAP,71
-11:49,SysABP,119
-11:49,Temp,37.4
-11:49,Urine,200
-12:23,Lactate,1.6
-12:49,DiasABP,55
-12:49,GCS,10
-12:49,HR,57
-12:49,MAP,76
-12:49,SysABP,119
-12:49,Temp,37.2
-12:49,Urine,110
-13:49,DiasABP,61
-13:49,GCS,10
-13:49,HR,59
-13:49,MAP,85
-13:49,SysABP,132
-13:49,Urine,100
-14:49,DiasABP,56
-14:49,GCS,10
-14:49,HR,60
-14:49,MAP,77
-14:49,SysABP,118
-15:09,pH,7.33
-15:09,PaCO2,34
-15:09,PaO2,122
-15:34,DiasABP,55
-15:34,HR,68
-15:34,MAP,71
-15:34,SysABP,98
-15:39,DiasABP,53
-15:39,HR,67
-15:39,MAP,68
-15:39,SysABP,94
-15:47,DiasABP,57
-15:47,HR,62
-15:47,MAP,77
-15:47,SysABP,115
-15:49,BUN,21
-15:49,Creatinine,1
-15:49,DiasABP,60
-15:49,GCS,10
-15:49,Glucose,163
-15:49,HCO3,18
-15:49,HCT,36
-15:49,HR,60
-15:49,Mg,1.7
-15:49,MAP,87
-15:49,Platelets,68
-15:49,K,4
-15:49,Na,139
-15:49,SysABP,140
-15:49,Urine,80
-15:49,WBC,14.1
-16:04,DiasABP,58
-16:04,HR,61
-16:04,MAP,80
-16:04,SysABP,124
-16:04,Temp,37.1
-16:09,Lactate,3.5
-16:19,FiO2,0.4
-16:19,MechVent,1
-16:49,DiasABP,56
-16:49,GCS,10
-16:49,HR,68
-16:49,MAP,73
-16:49,SysABP,103
-16:49,Urine,70
-18:34,DiasABP,43
-18:34,HR,79
-18:34,MAP,58
-18:34,SysABP,75
-18:49,DiasABP,57
-18:49,FiO2,0.4
-18:49,GCS,8
-18:49,HR,62
-18:49,MAP,80
-18:49,MechVent,1
-18:49,SysABP,121
-18:49,Temp,37.2
-18:49,Urine,50
-18:57,pH,7.35
-18:57,PaCO2,32
-18:57,PaO2,141
-19:42,BUN,20
-19:42,Glucose,149
-19:42,HCO3,18
-19:42,HCT,36.2
-19:42,Mg,1.7
-19:42,Platelets,71
-19:42,K,3.7
-19:42,Na,140
-19:49,DiasABP,53
-19:49,HR,66
-19:49,MAP,69
-19:49,SysABP,102
-19:49,Temp,36.9
-19:49,Urine,35
-19:57,Lactate,3.2
-20:49,DiasABP,50
-20:49,HR,63
-20:49,MAP,68
-20:49,SysABP,106
-20:49,Urine,50
-21:32,pH,7.38
-21:32,PaCO2,28
-21:32,PaO2,112
-21:49,DiasABP,58
-21:49,HR,64
-21:49,MAP,79
-21:49,MechVent,1
-21:49,SysABP,122
-21:49,Temp,37
-21:49,Urine,120
-22:49,DiasABP,58
-22:49,FiO2,0.4
-22:49,GCS,8
-22:49,HR,62
-22:49,MAP,86
-22:49,MechVent,1
-22:49,SysABP,144
-22:49,Temp,37
-22:49,Urine,50
-23:09,pH,7.36
-23:09,PaCO2,35
-23:09,PaO2,114
-23:19,DiasABP,47
-23:19,HR,64
-23:19,MAP,63
-23:19,SysABP,100
-23:49,DiasABP,46
-23:49,HCT,31.5
-23:49,HR,58
-23:49,MAP,64
-23:49,SysABP,105
-23:49,Temp,36.8
-23:49,Urine,50
-24:09,Lactate,3.2
-26:49,FiO2,0.4
-26:49,GCS,8
-26:49,MechVent,1
-27:04,DiasABP,65
-27:04,HR,63
-27:04,MAP,83
-27:04,SysABP,121
-27:04,Temp,37.1
-27:04,Urine,120
-27:34,pH,7.36
-27:34,PaCO2,30
-27:34,PaO2,114
-27:49,DiasABP,62
-27:49,GCS,11
-27:49,HR,62
-27:49,MAP,86
-27:49,SysABP,136
-27:51,Glucose,136
-27:51,HCT,37.6
-27:51,Mg,2
-27:51,K,4
-28:34,Lactate,1.7
-28:49,DiasABP,53
-28:49,GCS,6
-28:49,HR,61
-28:49,MAP,79
-28:49,SysABP,130
-28:49,Temp,36.8
-28:49,Urine,110
-29:49,DiasABP,50
-29:49,GCS,7
-29:49,HR,60
-29:49,MAP,71
-29:49,SysABP,115
-30:03,pH,7.39
-30:03,PaCO2,32
-30:03,PaO2,120
-30:49,DiasABP,61
-30:49,FiO2,0.4
-30:49,GCS,7
-30:49,HR,65
-30:49,MAP,84
-30:49,MechVent,1
-30:49,SysABP,130
-30:49,Temp,37
-30:49,Urine,140
-31:49,DiasABP,62
-31:49,GCS,11
-31:49,HR,66
-31:49,MAP,85
-31:49,SysABP,125
-31:49,Temp,37.2
-31:49,Urine,40
-33:29,FiO2,0.4
-33:29,MechVent,1
-33:49,DiasABP,65
-33:49,GCS,11
-33:49,HR,69
-33:49,MAP,83
-33:49,SysABP,117
-33:49,Temp,37.2
-33:49,Urine,60
-34:13,pH,7.37
-34:13,PaCO2,33
-34:13,PaO2,106
-34:46,Glucose,149
-34:46,HCT,36.2
-34:46,Mg,1.9
-34:49,DiasABP,69
-34:49,FiO2,0.4
-34:49,GCS,11
-34:49,HR,70
-34:49,MAP,88
-34:49,MechVent,1
-34:49,SysABP,117
-34:49,Temp,37.2
-34:49,Urine,35
-35:13,Lactate,2.7
-35:49,DiasABP,61
-35:49,GCS,10
-35:49,HR,67
-35:49,MAP,86
-35:49,SysABP,135
-35:49,Temp,36.9
-35:49,Urine,40
-36:49,DiasABP,60
-36:49,GCS,10
-36:49,HR,70
-36:49,MAP,80
-36:49,SysABP,115
-36:49,Temp,37
-36:49,Urine,30
-37:48,pH,7.37
-37:48,PaCO2,34
-37:48,PaO2,109
-37:49,DiasABP,66
-37:49,GCS,10
-37:49,HR,69
-37:49,MAP,93
-37:49,SysABP,142
-38:26,HCT,33.7
-38:48,Lactate,2.7
-38:49,DiasABP,68
-38:49,FiO2,0.4
-38:49,GCS,11
-38:49,HR,95
-38:49,MAP,87
-38:49,MechVent,1
-38:49,SysABP,122
-38:49,Temp,37
-38:49,Urine,60
-39:49,DiasABP,68
-39:49,GCS,10
-39:49,HR,75
-39:49,MAP,93
-39:49,SysABP,140
-39:49,Temp,36.9
-40:42,pH,7.39
-40:42,PaCO2,37
-40:42,PaO2,112
-40:49,DiasABP,61
-40:49,GCS,10
-40:49,HR,76
-40:49,MAP,81
-40:49,SysABP,115
-40:49,Temp,37
-40:49,Urine,100
-41:33,BUN,21
-41:33,Creatinine,0.8
-41:33,Glucose,144
-41:33,HCO3,19
-41:33,HCT,33
-41:33,Mg,1.8
-41:33,Platelets,59
-41:33,K,3.7
-41:33,Na,139
-41:33,WBC,17.5
-41:42,Lactate,2.7
-42:49,DiasABP,73
-42:49,FiO2,0.4
-42:49,GCS,10
-42:49,MechVent,1
-42:49,SysABP,130
-43:49,DiasABP,73
-43:49,HR,72
-43:49,MAP,97
-43:49,SysABP,135
-43:49,Temp,37.2
-43:49,Urine,70
-44:49,DiasABP,71
-44:49,GCS,8
-44:49,HR,78
-44:49,MAP,95
-44:49,SysABP,138
-44:49,Temp,37.2
-44:49,Urine,40
-44:59,DiasABP,67
-44:59,HR,73
-44:59,MAP,85
-44:59,SysABP,119
-45:49,DiasABP,72
-45:49,HR,87
-45:49,MAP,97
-45:49,SysABP,136
-46:49,DiasABP,63
-46:49,FiO2,0.4
-46:49,HR,70
-46:49,MAP,85
-46:49,MechVent,1
-46:49,SysABP,125
-46:49,Temp,37.4
-46:49,Urine,110
-47:19,DiasABP,68
-47:19,SysABP,147
-47:34,DiasABP,82
-47:34,GCS,8
-47:34,HR,116
-47:34,MAP,105
-47:34,SysABP,139
-47:49,DiasABP,80
-47:49,HR,98
-47:49,MAP,91
-47:49,SysABP,111
-47:49,Urine,14
diff --git a/data/set-a/132708.txt b/data/set-a/132708.txt
deleted file mode 100644
index 71b0a79001e553b19b388b63752f7eb29f605f64..0000000000000000000000000000000000000000
--- a/data/set-a/132708.txt
+++ /dev/null
@@ -1,536 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132708
-00:00,Age,23
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,75.5
-00:19,BUN,14
-00:19,Creatinine,0.9
-00:19,HCT,33.1
-00:19,Platelets,157
-00:19,WBC,12
-00:29,Lactate,1.2
-00:54,FiO2,1
-00:54,GCS,10
-00:54,HR,75
-00:54,MechVent,1
-00:54,NIDiasABP,65
-00:54,NIMAP,84
-00:54,NISysABP,125
-00:54,Temp,34.1
-00:54,Urine,550
-01:24,DiasABP,0
-01:24,HR,67
-01:24,MAP,30
-01:24,NIDiasABP,47
-01:24,NIMAP,69
-01:24,NISysABP,107
-01:24,SysABP,0
-01:24,Urine,25
-01:24,Weight,75.5
-01:54,DiasABP,58
-01:54,HR,68
-01:54,MAP,76
-01:54,NIDiasABP,52
-01:54,NIMAP,75
-01:54,NISysABP,119
-01:54,SysABP,106
-01:54,Weight,75.5
-02:24,DiasABP,59
-02:24,FiO2,1
-02:24,GCS,10
-02:24,HR,66
-02:24,MAP,77
-02:24,MechVent,1
-02:24,SysABP,108
-02:24,Temp,34.4
-02:24,Urine,80
-02:24,Weight,75.5
-02:25,pH,7.34
-02:25,PaCO2,42
-02:25,PaO2,97
-02:54,FiO2,0.8
-02:54,MechVent,1
-03:05,BUN,13
-03:05,Creatinine,0.8
-03:05,Glucose,154
-03:05,HCO3,23
-03:05,HCT,34
-03:05,Mg,1.5
-03:05,Platelets,140
-03:05,K,3.8
-03:05,Na,140
-03:05,WBC,13.6
-03:24,DiasABP,61
-03:24,HR,68
-03:24,MAP,77
-03:24,SysABP,109
-03:24,Temp,35.3
-03:24,Urine,80
-03:24,Weight,75.5
-03:25,Lactate,0.7
-03:54,FiO2,0.6
-03:54,MechVent,1
-04:24,DiasABP,61
-04:24,GCS,10
-04:24,HR,75
-04:24,MAP,78
-04:24,SysABP,110
-04:24,Temp,36.3
-04:24,Urine,60
-04:24,Weight,75.5
-04:47,pH,7.36
-04:47,PaCO2,34
-04:47,PaO2,163
-05:24,DiasABP,59
-05:24,FiO2,0.5
-05:24,HR,69
-05:24,MAP,75
-05:24,MechVent,1
-05:24,SysABP,110
-05:24,Temp,36.7
-05:24,Urine,45
-05:24,Weight,75.5
-05:54,MechVent,1
-06:24,DiasABP,58
-06:24,GCS,10
-06:24,HR,70
-06:24,MAP,71
-06:24,SysABP,102
-06:24,Temp,36.5
-06:24,Urine,60
-06:24,Weight,75.5
-07:24,DiasABP,56
-07:24,HR,69
-07:24,MAP,69
-07:24,SysABP,100
-07:24,Urine,60
-07:24,Weight,75.5
-08:12,HCT,34.2
-08:24,DiasABP,60
-08:24,GCS,9
-08:24,HR,74
-08:24,MAP,75
-08:24,SysABP,107
-08:24,Temp,36.6
-08:24,Urine,35
-08:24,Weight,75.5
-09:24,DiasABP,61
-09:24,HR,74
-09:24,MAP,75
-09:24,SysABP,104
-09:24,Urine,45
-09:24,Weight,75.5
-09:39,DiasABP,50
-09:39,MAP,64
-09:39,SysABP,92
-09:54,DiasABP,63
-09:54,HR,70
-09:54,MAP,79
-09:54,SysABP,110
-09:54,Weight,75.5
-10:24,DiasABP,67
-10:24,FiO2,0.5
-10:24,GCS,11
-10:24,HR,73
-10:24,MAP,85
-10:24,MechVent,1
-10:24,SysABP,117
-10:24,Temp,36.8
-10:24,Urine,50
-10:24,Weight,75.5
-11:24,DiasABP,60
-11:24,HR,70
-11:24,MAP,75
-11:24,SysABP,111
-11:24,Urine,80
-11:24,Weight,75.5
-11:32,Creatinine,0.9
-11:32,HCT,30.5
-11:32,Mg,2.1
-11:32,K,4
-11:37,pH,7.37
-11:37,PaCO2,32
-11:37,PaO2,106
-12:24,DiasABP,58
-12:24,GCS,9
-12:24,HR,69
-12:24,MAP,74
-12:24,SysABP,112
-12:24,Urine,100
-12:24,Weight,75.5
-13:24,DiasABP,57
-13:24,FiO2,0.5
-13:24,HR,66
-13:24,MAP,72
-13:24,MechVent,1
-13:24,SysABP,109
-13:24,Weight,75.5
-14:24,DiasABP,49
-14:24,GCS,11
-14:24,HR,62
-14:24,MAP,63
-14:24,SysABP,100
-14:24,Temp,37.1
-14:24,Urine,100
-14:24,Weight,75.5
-15:24,DiasABP,59
-15:24,HR,70
-15:24,MAP,73
-15:24,SysABP,107
-15:24,Urine,40
-15:24,Weight,75.5
-15:29,DiasABP,61
-15:29,HR,89
-15:29,MAP,75
-15:29,SysABP,102
-15:29,Weight,75.5
-16:06,pH,7.37
-16:06,PaCO2,43
-16:06,PaO2,114
-16:24,DiasABP,56
-16:24,GCS,11
-16:24,HR,66
-16:24,MAP,70
-16:24,SysABP,101
-16:24,Urine,60
-16:24,Weight,75.5
-16:56,HCT,30.6
-17:24,DiasABP,48
-17:24,HR,59
-17:24,MAP,62
-17:24,SysABP,96
-17:24,Urine,25
-17:24,Weight,75.5
-18:24,DiasABP,45
-18:24,FiO2,0.5
-18:24,GCS,11
-18:24,HR,61
-18:24,MAP,60
-18:24,MechVent,1
-18:24,SysABP,92
-18:24,Temp,35.8
-18:24,Urine,45
-18:24,Weight,75.5
-19:24,DiasABP,52
-19:24,HR,59
-19:24,MAP,67
-19:24,SysABP,101
-19:24,Weight,75.5
-20:24,DiasABP,51
-20:24,GCS,11
-20:24,HR,60
-20:24,MAP,65
-20:24,SysABP,95
-20:24,Urine,300
-20:24,Weight,75.5
-20:38,pH,7.34
-20:38,PaCO2,49
-20:38,PaO2,146
-21:24,BUN,12
-21:24,Creatinine,0.8
-21:24,DiasABP,52
-21:24,Glucose,126
-21:24,HCO3,24
-21:24,HCT,30.7
-21:24,HR,55
-21:24,Mg,2.2
-21:24,MAP,67
-21:24,Platelets,120
-21:24,K,4.2
-21:24,Na,138
-21:24,SysABP,98
-21:24,WBC,15.5
-21:24,Weight,75.5
-21:38,Lactate,1.3
-22:24,DiasABP,57
-22:24,FiO2,0.5
-22:24,GCS,10
-22:24,HR,58
-22:24,MAP,74
-22:24,MechVent,1
-22:24,SysABP,102
-22:24,Temp,36
-22:24,Urine,100
-22:24,Weight,75.5
-23:04,pH,7.39
-23:04,PaCO2,42
-23:04,PaO2,160
-23:24,DiasABP,61
-23:24,HR,59
-23:24,MAP,79
-23:24,SysABP,106
-24:09,FiO2,0.4
-24:24,DiasABP,53
-24:24,GCS,11
-24:24,HR,49
-24:24,MAP,70
-24:24,SysABP,99
-24:24,Temp,35.8
-24:24,Urine,100
-24:24,Weight,77.5
-25:24,DiasABP,56
-25:24,HR,48
-25:24,MAP,72
-25:24,SysABP,102
-25:24,Weight,77.5
-25:39,DiasABP,57
-25:39,HR,51
-25:39,MAP,74
-25:39,SysABP,105
-25:39,Weight,77.5
-26:24,DiasABP,61
-26:24,FiO2,0.4
-26:24,GCS,11
-26:24,HR,53
-26:24,MAP,78
-26:24,MechVent,1
-26:24,SysABP,111
-26:24,Temp,35
-26:24,Urine,75
-26:24,Weight,77.5
-27:24,DiasABP,59
-27:24,HR,54
-27:24,MAP,76
-27:24,SysABP,111
-27:24,Temp,35.3
-27:24,Weight,77.5
-28:24,DiasABP,56
-28:24,GCS,11
-28:24,HR,57
-28:24,MAP,73
-28:24,SysABP,109
-28:24,Temp,36.2
-28:24,Urine,100
-28:24,Weight,77.5
-29:24,DiasABP,54
-29:24,FiO2,0.4
-29:24,HR,56
-29:24,MAP,70
-29:24,MechVent,1
-29:24,SysABP,108
-29:24,Weight,77.5
-30:24,DiasABP,62
-30:24,GCS,11
-30:24,HR,70
-30:24,MAP,79
-30:24,SysABP,116
-30:24,Temp,36.4
-30:24,Urine,60
-30:24,Weight,77.5
-31:24,DiasABP,72
-31:24,HR,90
-31:24,MAP,91
-31:24,SysABP,129
-31:24,Weight,77.5
-31:29,DiasABP,66
-31:29,HR,92
-31:29,MAP,84
-31:29,SysABP,121
-31:29,Weight,77.5
-31:34,DiasABP,63
-31:34,HR,87
-31:34,MAP,80
-31:34,SysABP,118
-31:34,Weight,77.5
-31:39,DiasABP,72
-31:39,HR,90
-31:39,MAP,90
-31:39,SysABP,127
-31:39,Weight,77.5
-31:44,pH,7.48
-31:44,DiasABP,76
-31:44,HR,70
-31:44,MAP,95
-31:44,PaCO2,25
-31:44,PaO2,49
-31:44,SysABP,137
-31:44,Weight,77.5
-31:49,DiasABP,74
-31:49,HR,67
-31:49,MAP,93
-31:49,SysABP,133
-31:49,Weight,77.5
-31:54,DiasABP,72
-31:54,FiO2,1
-31:54,HR,68
-31:54,MAP,89
-31:54,SysABP,132
-31:54,Weight,77.5
-32:24,DiasABP,62
-32:24,GCS,11
-32:24,HR,64
-32:24,MAP,78
-32:24,SysABP,121
-32:24,Urine,100
-32:24,Weight,77.5
-32:29,pH,7.43
-32:29,PaCO2,44
-32:29,PaO2,205
-32:39,FiO2,0.8
-33:17,BUN,12
-33:17,Creatinine,0.8
-33:17,Glucose,104
-33:17,HCT,28.5
-33:17,Mg,2.2
-33:17,K,4
-33:17,Na,140
-33:24,DiasABP,55
-33:24,FiO2,0.6
-33:24,HR,68
-33:24,MAP,72
-33:24,MechVent,1
-33:24,SysABP,113
-33:24,Weight,77.5
-34:24,DiasABP,58
-34:24,FiO2,1
-34:24,GCS,11
-34:24,HR,66
-34:24,MAP,74
-34:24,MechVent,1
-34:24,SysABP,113
-34:24,Temp,37
-34:24,Urine,60
-34:24,Weight,77.5
-35:24,DiasABP,66
-35:24,HR,91
-35:24,MAP,85
-35:24,SysABP,123
-35:24,Weight,77.5
-35:29,DiasABP,61
-35:29,HR,85
-35:29,MAP,79
-35:29,SysABP,116
-35:29,Weight,77.5
-35:39,DiasABP,61
-35:39,HR,78
-35:39,MAP,78
-35:39,SysABP,117
-35:39,Weight,77.5
-35:49,DiasABP,67
-35:49,HR,79
-35:49,MAP,84
-35:49,SysABP,125
-35:49,Weight,77.5
-35:53,pH,7.45
-35:53,PaCO2,41
-35:53,PaO2,76
-36:04,DiasABP,68
-36:04,HR,84
-36:04,MAP,86
-36:04,SysABP,127
-36:04,Weight,77.5
-36:14,DiasABP,68
-36:14,HR,84
-36:14,MAP,86
-36:14,SysABP,127
-36:14,Weight,77.5
-36:24,DiasABP,64
-36:24,HR,77
-36:24,MAP,81
-36:24,SysABP,123
-36:24,Urine,80
-36:24,Weight,77.5
-37:24,DiasABP,65
-37:24,HR,81
-37:24,MAP,82
-37:24,SysABP,124
-37:24,Weight,77.5
-38:24,DiasABP,83
-38:24,GCS,11
-38:24,HR,95
-38:24,MAP,104
-38:24,SysABP,150
-38:24,Temp,37.4
-38:24,Weight,77.5
-39:24,DiasABP,60
-39:24,FiO2,0.7
-39:24,HR,92
-39:24,MAP,81
-39:24,MechVent,1
-39:24,SysABP,130
-39:24,Urine,275
-39:24,Weight,77.5
-39:54,FiO2,0.5
-40:24,DiasABP,69
-40:24,HR,82
-40:24,MAP,87
-40:24,SysABP,132
-40:24,Urine,325
-40:24,Weight,77.5
-41:24,DiasABP,71
-41:24,HR,81
-41:24,MAP,89
-41:24,SysABP,136
-41:24,Urine,400
-41:24,Weight,77.5
-41:37,pH,7.49
-41:37,PaCO2,37
-41:37,PaO2,123
-41:54,FiO2,0.4
-41:54,MechVent,1
-42:24,DiasABP,58
-42:24,GCS,10
-42:24,HR,86
-42:24,MAP,79
-42:24,SysABP,114
-42:24,Temp,38.1
-42:24,Urine,210
-42:24,Weight,77.5
-42:46,pH,7.45
-42:46,PaCO2,42
-42:46,PaO2,67
-43:24,DiasABP,72
-43:24,FiO2,0.6
-43:24,HR,111
-43:24,MAP,89
-43:24,SysABP,128
-43:24,Urine,480
-43:24,Weight,77.5
-43:29,HR,99
-43:29,Weight,77.5
-44:24,DiasABP,63
-44:24,HR,86
-44:24,MAP,80
-44:24,SysABP,124
-44:24,Temp,38.2
-44:24,Urine,135
-44:24,Weight,77.5
-45:24,DiasABP,68
-45:24,HR,92
-45:24,MAP,87
-45:24,SysABP,129
-45:24,Urine,380
-45:24,Weight,77.5
-46:24,DiasABP,73
-46:24,FiO2,0.6
-46:24,GCS,10
-46:24,HR,85
-46:24,MAP,94
-46:24,MechVent,1
-46:24,SysABP,138
-46:24,Temp,37.6
-46:24,Urine,160
-46:24,Weight,77.5
-46:36,pH,7.42
-46:36,PaCO2,51
-46:36,PaO2,105
-46:39,MechVent,1
-46:54,MechVent,1
-47:07,BUN,11
-47:07,Creatinine,1
-47:07,Glucose,105
-47:07,HCO3,31
-47:07,HCT,28.4
-47:07,Mg,2.2
-47:07,Platelets,139
-47:07,K,3.9
-47:07,Na,143
-47:07,WBC,13.9
-47:24,DiasABP,61
-47:24,HR,77
-47:24,MAP,80
-47:24,SysABP,126
-47:24,Urine,100
-47:24,Weight,77.5
diff --git a/data/set-a/132710.txt b/data/set-a/132710.txt
deleted file mode 100644
index 34ef60367a454e860216c1ebec2e709d794c4373..0000000000000000000000000000000000000000
--- a/data/set-a/132710.txt
+++ /dev/null
@@ -1,354 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132710
-00:00,Age,84
-00:00,Gender,1
-00:00,Height,177.8
-00:00,ICUType,4
-00:00,Weight,73
-00:50,HR,81
-00:50,NIDiasABP,69
-00:50,NIMAP,87
-00:50,NISysABP,135
-00:50,RespRate,20
-00:50,Temp,35.8
-01:05,GCS,15
-01:05,HR,83
-01:05,NIDiasABP,60
-01:05,NIMAP,81
-01:05,NISysABP,144
-01:05,RespRate,12
-01:05,Urine,140
-02:05,GCS,13
-02:05,HR,67
-02:05,NIDiasABP,50
-02:05,NIMAP,62
-02:05,NISysABP,102
-02:05,RespRate,16
-03:05,GCS,13
-03:05,HR,71
-03:05,NIDiasABP,55
-03:05,NIMAP,70
-03:05,NISysABP,118
-03:05,RespRate,20
-03:05,Urine,110
-04:05,GCS,14
-04:05,HR,75
-04:05,NIDiasABP,56
-04:05,NIMAP,72
-04:05,NISysABP,124
-04:05,RespRate,18
-05:05,GCS,14
-05:05,HR,78
-05:05,NIDiasABP,49
-05:05,NIMAP,66
-05:05,NISysABP,120
-05:05,RespRate,13
-05:05,Temp,36.2
-05:05,Urine,130
-05:30,HCT,37.1
-05:30,Platelets,169
-05:30,WBC,12
-06:05,GCS,14
-06:05,HR,59
-06:05,NIDiasABP,39
-06:05,NIMAP,53
-06:05,NISysABP,96
-06:05,RespRate,19
-06:25,HR,59
-06:25,NIDiasABP,33
-06:25,NIMAP,47
-06:25,NISysABP,91
-06:25,RespRate,23
-07:05,GCS,14
-07:05,HR,61
-07:05,NIDiasABP,34
-07:05,NIMAP,48
-07:05,NISysABP,92
-07:05,RespRate,17
-07:05,Urine,120
-08:05,GCS,13
-08:05,HR,63
-08:05,NIDiasABP,40
-08:05,NIMAP,54
-08:05,NISysABP,98
-08:05,RespRate,8
-09:05,GCS,14
-09:05,HR,68
-09:05,NIDiasABP,44
-09:05,NIMAP,59
-09:05,NISysABP,105
-09:05,RespRate,21
-09:05,Temp,37.3
-09:05,Urine,60
-09:42,BUN,24
-09:42,Creatinine,1.5
-09:42,Glucose,124
-09:42,HCO3,22
-09:42,HCT,36.9
-09:42,Mg,2.1
-09:42,Platelets,187
-09:42,K,3.7
-09:42,Na,135
-09:42,WBC,11.9
-10:05,GCS,14
-10:05,HR,65
-10:05,NIDiasABP,51
-10:05,NIMAP,65
-10:05,NISysABP,111
-10:05,RespRate,20
-11:05,GCS,14
-11:05,HR,67
-11:05,NIDiasABP,53
-11:05,NIMAP,68
-11:05,NISysABP,115
-11:05,RespRate,14
-11:05,Urine,55
-12:05,HR,72
-12:05,NIDiasABP,54
-12:05,NIMAP,69
-12:05,NISysABP,117
-12:05,RespRate,25
-13:05,GCS,14
-13:05,HR,75
-13:05,NIDiasABP,59
-13:05,NIMAP,73
-13:05,NISysABP,118
-13:05,RespRate,16
-13:05,Temp,36.8
-13:05,Urine,80
-14:05,GCS,15
-14:05,HR,72
-14:05,NIDiasABP,54
-14:05,NIMAP,67
-14:05,NISysABP,114
-14:05,Urine,80
-14:05,Weight,66.1
-15:05,GCS,14
-15:05,HR,71
-15:05,NIDiasABP,51
-15:05,NIMAP,67
-15:05,NISysABP,120
-15:05,RespRate,12
-15:05,Weight,66.1
-16:05,GCS,14
-16:05,HR,73
-16:05,NIDiasABP,53
-16:05,NIMAP,69
-16:05,NISysABP,122
-16:05,RespRate,9
-16:05,Urine,50
-16:05,Weight,66.1
-17:05,GCS,14
-17:05,HR,79
-17:05,NIDiasABP,56
-17:05,NIMAP,72
-17:05,NISysABP,123
-17:05,RespRate,28
-17:05,Temp,37.4
-17:05,Urine,60
-17:05,Weight,66.1
-18:05,GCS,15
-18:05,HR,79
-18:05,NIDiasABP,57
-18:05,NIMAP,73
-18:05,NISysABP,130
-18:05,RespRate,20
-18:05,Weight,66.1
-19:05,GCS,15
-19:05,HR,75
-19:05,NIDiasABP,60
-19:05,NIMAP,75
-19:05,NISysABP,135
-19:05,RespRate,11
-19:05,Urine,80
-19:05,Weight,66.1
-20:05,GCS,14
-21:05,GCS,14
-21:05,HR,88
-21:05,NIDiasABP,93
-21:05,NIMAP,103
-21:05,NISysABP,130
-21:05,RespRate,13
-21:05,Temp,37
-21:05,Urine,100
-21:05,Weight,66.1
-22:05,GCS,14
-22:05,HR,75
-22:05,NIDiasABP,62
-22:05,NIMAP,80
-22:05,NISysABP,134
-22:05,RespRate,12
-22:05,Urine,50
-22:05,Weight,66.1
-22:23,BUN,20
-22:23,Creatinine,1
-22:23,Glucose,229
-22:23,HCO3,26
-22:23,Mg,1.9
-22:23,K,3.9
-22:23,Na,135
-23:05,GCS,13
-23:05,HR,85
-23:05,NIDiasABP,69
-23:05,NIMAP,88
-23:05,NISysABP,147
-23:05,RespRate,19
-23:05,Urine,60
-23:05,Weight,66.1
-24:05,HR,74
-24:05,NIDiasABP,68
-24:05,NIMAP,89
-24:05,NISysABP,149
-24:05,RespRate,17
-24:05,Weight,66.1
-25:05,GCS,14
-25:05,HR,76
-25:05,NIDiasABP,65
-25:05,NIMAP,84
-25:05,NISysABP,139
-25:05,RespRate,28
-25:05,Temp,37.6
-25:05,Urine,80
-25:05,Weight,66.1
-26:05,HR,90
-26:05,NIDiasABP,59
-26:05,NIMAP,78
-26:05,NISysABP,136
-26:05,RespRate,20
-26:05,Weight,66.1
-27:05,GCS,14
-27:05,HR,79
-27:05,NIDiasABP,59
-27:05,NIMAP,78
-27:05,NISysABP,136
-27:05,Urine,180
-27:05,Weight,66.1
-28:05,HR,80
-28:05,NIDiasABP,63
-28:05,NIMAP,79
-28:05,NISysABP,133
-28:05,RespRate,18
-28:05,Weight,66.1
-29:05,GCS,14
-29:05,HR,77
-29:05,NIDiasABP,52
-29:05,NIMAP,69
-29:05,NISysABP,124
-29:05,RespRate,16
-29:05,Temp,37.4
-29:05,Urine,70
-29:05,Weight,66.1
-30:05,HR,80
-30:05,NIDiasABP,51
-30:05,NIMAP,71
-30:05,NISysABP,135
-30:05,RespRate,15
-30:05,Weight,66.1
-31:05,GCS,13
-31:05,HR,84
-31:05,NIDiasABP,53
-31:05,NIMAP,72
-31:05,NISysABP,132
-31:05,RespRate,16
-31:05,Urine,160
-31:05,Weight,66.1
-32:05,HR,90
-32:05,NIDiasABP,53
-32:05,NIMAP,72
-32:05,NISysABP,135
-32:05,RespRate,14
-32:05,Weight,66.1
-33:05,GCS,14
-33:05,HR,87
-33:05,NIDiasABP,57
-33:05,NIMAP,75
-33:05,NISysABP,134
-33:05,RespRate,16
-33:05,Urine,230
-33:05,Weight,66.1
-33:06,Albumin,3.4
-33:06,BUN,16
-33:06,Creatinine,0.9
-33:06,Glucose,181
-33:06,HCO3,24
-33:06,HCT,37.3
-33:06,Mg,1.9
-33:06,Platelets,146
-33:06,K,4.1
-33:06,Na,137
-33:06,WBC,16
-34:05,HR,89
-34:05,NIDiasABP,58
-34:05,NIMAP,76
-34:05,NISysABP,141
-34:05,RespRate,21
-34:05,Weight,66.1
-35:05,GCS,13
-35:05,HR,87
-35:05,NIDiasABP,58
-35:05,NIMAP,76
-35:05,NISysABP,133
-35:05,RespRate,23
-35:05,Temp,37.5
-35:05,Urine,220
-35:05,Weight,66.1
-37:05,GCS,13
-37:05,HR,85
-37:05,NIDiasABP,71
-37:05,NIMAP,87
-37:05,NISysABP,139
-37:05,RespRate,21
-37:05,Urine,240
-37:05,Weight,66.1
-38:05,HR,80
-38:05,NIDiasABP,69
-38:05,NIMAP,86
-38:05,NISysABP,136
-38:05,RespRate,16
-38:05,Temp,37.2
-38:05,Urine,100
-38:05,Weight,66.1
-39:05,GCS,14
-39:05,HR,79
-39:05,NIDiasABP,75
-39:05,NIMAP,89
-39:05,NISysABP,138
-39:05,RespRate,18
-39:05,Urine,120
-39:05,Weight,66.1
-40:05,HR,87
-40:05,NIDiasABP,75
-40:05,NISysABP,138
-40:05,RespRate,16
-40:05,Urine,140
-40:05,Weight,66.1
-41:05,GCS,13
-41:05,HR,86
-41:05,NIDiasABP,73
-41:05,NISysABP,140
-41:05,RespRate,18
-41:05,Temp,37.1
-41:05,Urine,120
-41:05,Weight,66.1
-43:05,GCS,13
-43:05,HR,79
-43:05,NIDiasABP,72
-43:05,NISysABP,138
-43:05,RespRate,20
-43:05,Urine,360
-43:05,Weight,66.1
-45:05,GCS,13
-45:05,HR,84
-45:05,NIDiasABP,78
-45:05,NISysABP,145
-45:05,RespRate,18
-45:05,Temp,37.2
-45:05,Urine,300
-45:05,Weight,66.1
-47:05,GCS,14
-47:05,HR,78
-47:05,NIDiasABP,76
-47:05,NISysABP,142
-47:05,RespRate,16
-47:05,Urine,250
-47:05,Weight,66.1
diff --git a/data/set-a/132717.txt b/data/set-a/132717.txt
deleted file mode 100644
index 23b8cf63e0c7b71c90a9f35dcd0dc228883dc3c3..0000000000000000000000000000000000000000
--- a/data/set-a/132717.txt
+++ /dev/null
@@ -1,409 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132717
-00:00,Age,86
-00:00,Gender,1
-00:00,Height,167.6
-00:00,ICUType,1
-00:00,Weight,73
-01:40,GCS,15
-01:40,HR,104
-01:40,NIDiasABP,78
-01:40,NIMAP,93.67
-01:40,NISysABP,125
-01:40,RespRate,24
-01:40,Temp,36.4
-01:40,Urine,1200
-01:40,Weight,73
-01:55,Albumin,4
-01:55,ALP,93
-01:55,ALT,15
-01:55,AST,22
-01:55,Bilirubin,1.6
-01:55,BUN,21
-01:55,Cholesterol,111
-01:55,Creatinine,1.2
-01:55,Glucose,108
-01:55,HCO3,29
-01:55,HCT,34
-01:55,Mg,1.7
-01:55,Platelets,152
-01:55,K,3.3
-01:55,Na,142
-01:55,WBC,4.4
-02:40,HR,96
-02:40,RespRate,25
-02:40,Urine,720
-02:40,Weight,73
-03:40,HR,83
-03:40,NIDiasABP,55
-03:40,NIMAP,71.33
-03:40,NISysABP,104
-03:40,RespRate,19
-03:40,Urine,850
-03:40,Weight,73
-04:40,HR,109
-04:40,NIDiasABP,67
-04:40,NIMAP,85.67
-04:40,NISysABP,123
-04:40,RespRate,25
-04:40,Urine,320
-04:40,Weight,73
-05:40,HR,106
-05:40,NIDiasABP,74
-05:40,NIMAP,88.33
-05:40,NISysABP,117
-05:40,RespRate,17
-05:40,Urine,450
-05:40,Weight,73
-06:40,GCS,15
-06:40,HR,97
-06:40,NIDiasABP,64
-06:40,NIMAP,79
-06:40,NISysABP,109
-06:40,RespRate,21
-06:40,Urine,600
-06:40,Weight,73
-07:40,HR,84
-07:40,NIDiasABP,66
-07:40,NIMAP,78.67
-07:40,NISysABP,104
-07:40,RespRate,27
-07:40,Urine,200
-07:40,Weight,73
-08:40,GCS,15
-08:40,HR,84
-08:40,NIDiasABP,55
-08:40,NIMAP,67.67
-08:40,NISysABP,93
-08:40,RespRate,21
-08:40,Temp,36.9
-08:40,Urine,380
-08:40,Weight,73
-09:26,HCT,32.8
-09:26,K,4.1
-09:40,HR,85
-09:40,NIDiasABP,60
-09:40,NIMAP,76.33
-09:40,NISysABP,109
-09:40,RespRate,25
-09:40,Urine,120
-09:40,Weight,73
-10:40,HR,83
-10:40,NIDiasABP,52
-10:40,NIMAP,66.67
-10:40,NISysABP,96
-10:40,Urine,100
-10:40,Weight,73
-11:40,HR,78
-11:40,NIDiasABP,53
-11:40,NIMAP,62.33
-11:40,NISysABP,81
-11:40,RespRate,23
-11:40,Urine,50
-11:40,Weight,73
-11:55,HR,83
-11:55,NIDiasABP,46
-11:55,NIMAP,56.67
-11:55,NISysABP,78
-11:55,RespRate,20
-11:55,Weight,73
-12:10,HR,81
-12:10,NIDiasABP,58
-12:10,NIMAP,71.67
-12:10,NISysABP,99
-12:10,RespRate,17
-12:10,Weight,73
-12:33,BUN,22
-12:33,Creatinine,1.3
-12:33,Glucose,147
-12:33,HCO3,35
-12:33,HCT,31
-12:33,Mg,2.2
-12:33,Platelets,125
-12:33,K,3.8
-12:33,Na,142
-12:33,WBC,4.4
-12:40,GCS,15
-12:40,HR,80
-12:40,NIDiasABP,56
-12:40,NIMAP,66.67
-12:40,NISysABP,88
-12:40,RespRate,18
-12:40,Temp,36.9
-12:40,Urine,35
-12:40,Weight,73
-13:40,HR,81
-13:40,NIDiasABP,41
-13:40,NIMAP,51
-13:40,NISysABP,71
-13:40,RespRate,17
-13:40,Weight,73
-14:40,HR,79
-14:40,NIDiasABP,54
-14:40,NIMAP,63
-14:40,NISysABP,81
-14:40,RespRate,17
-14:40,Urine,80
-14:40,Weight,73
-15:40,HR,78
-15:40,NIDiasABP,64
-15:40,NIMAP,72.67
-15:40,NISysABP,90
-15:40,RespRate,18
-15:40,Weight,73
-16:40,GCS,15
-16:40,HR,72
-16:40,NIDiasABP,54
-16:40,NIMAP,70
-16:40,NISysABP,102
-16:40,RespRate,18
-16:40,Urine,60
-16:40,Weight,73
-17:40,HR,78
-17:40,RespRate,19
-17:40,Temp,36.5
-17:40,Weight,73
-17:50,BUN,21
-17:50,Creatinine,1.2
-17:50,Glucose,115
-17:50,HCO3,32
-17:50,HCT,30.1
-17:50,Mg,2.1
-17:50,Platelets,130
-17:50,K,3.8
-17:50,Na,141
-17:50,WBC,4.8
-18:10,HR,80
-18:10,NIDiasABP,77
-18:10,NIMAP,88.67
-18:10,NISysABP,112
-18:10,RespRate,21
-18:10,Weight,73
-18:40,HR,82
-18:40,NIDiasABP,59
-18:40,NIMAP,69
-18:40,NISysABP,89
-18:40,RespRate,18
-18:40,Urine,70
-18:40,Weight,73
-19:40,HR,76
-19:40,NIDiasABP,58
-19:40,NIMAP,68.67
-19:40,NISysABP,90
-19:40,RespRate,19
-19:40,Urine,40
-19:40,Weight,73
-20:40,GCS,15
-20:40,HR,73
-20:40,NIDiasABP,69
-20:40,NIMAP,83.67
-20:40,NISysABP,113
-20:40,RespRate,25
-20:40,Temp,36.4
-20:40,Urine,55
-20:40,Weight,73
-21:40,HR,86
-21:40,NIDiasABP,71
-21:40,NIMAP,81.33
-21:40,NISysABP,102
-21:40,RespRate,24
-21:40,Urine,50
-21:40,Weight,73
-22:40,HR,81
-22:40,NIDiasABP,61
-22:40,NIMAP,73.33
-22:40,NISysABP,98
-22:40,RespRate,25
-22:40,Urine,20
-22:40,Weight,73
-23:40,HR,84
-23:40,NIDiasABP,67
-23:40,NIMAP,81.33
-23:40,NISysABP,110
-23:40,RespRate,21
-23:40,Urine,15
-23:40,Weight,73
-24:40,GCS,15
-24:40,HR,77
-24:40,NIDiasABP,65
-24:40,NIMAP,77.33
-24:40,NISysABP,102
-24:40,RespRate,19
-24:40,Urine,65
-24:40,Weight,73
-25:40,HR,84
-25:40,NIDiasABP,25
-25:40,NIMAP,56.33
-25:40,NISysABP,119
-25:40,RespRate,22
-25:40,Temp,36.6
-25:40,Urine,50
-25:40,Weight,73
-26:40,HR,82
-26:40,NIDiasABP,64
-26:40,NIMAP,82.67
-26:40,NISysABP,120
-26:40,RespRate,20
-26:40,Urine,245
-26:40,Weight,73
-27:40,GCS,15
-27:40,HR,77
-27:40,NIDiasABP,71
-27:40,NIMAP,83.67
-27:40,NISysABP,109
-27:40,RespRate,22
-27:40,Urine,340
-27:40,Weight,73
-28:40,HR,99
-28:40,NIDiasABP,72
-28:40,NIMAP,86.67
-28:40,NISysABP,116
-28:40,RespRate,21
-28:40,Temp,36.6
-28:40,Urine,140
-28:40,Weight,73
-29:40,HR,100
-29:40,NIDiasABP,63
-29:40,NIMAP,74
-29:40,NISysABP,96
-29:40,RespRate,21
-29:40,Urine,220
-29:40,Weight,73
-30:10,Creatinine,1.4
-30:10,HCT,33.6
-30:10,Mg,2
-30:10,Platelets,128
-30:10,K,4
-30:10,WBC,5.1
-30:40,GCS,15
-30:40,HR,106
-30:40,NIDiasABP,58
-30:40,NIMAP,75.33
-30:40,NISysABP,110
-30:40,RespRate,26
-30:40,Weight,73
-31:40,HR,107
-31:40,NIDiasABP,70
-31:40,NIMAP,89
-31:40,NISysABP,127
-31:40,RespRate,23
-31:40,Urine,280
-31:40,Weight,73
-32:40,HR,101
-32:40,NIDiasABP,68
-32:40,NIMAP,74.67
-32:40,NISysABP,88
-32:40,RespRate,22
-32:40,Temp,36.7
-32:40,Urine,95
-32:40,Weight,73
-33:40,HR,99
-33:40,NIDiasABP,60
-33:40,NIMAP,71.67
-33:40,NISysABP,95
-33:40,RespRate,18
-33:40,Urine,60
-33:40,Weight,73
-34:40,HR,79
-34:40,NIDiasABP,63
-34:40,NIMAP,73
-34:40,NISysABP,93
-34:40,RespRate,12
-34:40,Urine,80
-34:40,Weight,73
-35:40,HR,86
-35:40,NIDiasABP,65
-35:40,NIMAP,78
-35:40,NISysABP,104
-35:40,RespRate,18
-35:40,Weight,73
-36:40,GCS,15
-36:40,HR,99
-36:40,NIDiasABP,91
-36:40,NIMAP,101
-36:40,NISysABP,121
-36:40,RespRate,24
-36:40,Temp,36.8
-36:40,Urine,80
-36:40,Weight,73
-37:40,HR,93
-37:40,NIDiasABP,74
-37:40,NIMAP,82.67
-37:40,NISysABP,100
-37:40,RespRate,15
-37:40,Weight,73
-38:40,HR,82
-38:40,NIDiasABP,73
-38:40,NIMAP,81.33
-38:40,NISysABP,98
-38:40,RespRate,20
-38:40,Urine,200
-38:40,Weight,73
-39:40,HR,94
-39:40,NIDiasABP,84
-39:40,NIMAP,96.67
-39:40,NISysABP,122
-39:40,RespRate,20
-39:40,Weight,73
-40:31,BUN,20
-40:31,Creatinine,1.1
-40:31,Glucose,115
-40:31,HCO3,33
-40:31,HCT,32.5
-40:31,Mg,1.8
-40:31,Platelets,121
-40:31,K,3.6
-40:31,Na,140
-40:31,WBC,4.6
-40:40,HR,80
-40:40,NIDiasABP,67
-40:40,NIMAP,79.33
-40:40,NISysABP,104
-40:40,RespRate,20
-40:40,Temp,36.9
-40:40,Urine,80
-40:40,Weight,73
-41:40,GCS,15
-41:40,HR,87
-41:40,NIDiasABP,67
-41:40,NIMAP,79.33
-41:40,NISysABP,104
-41:40,RespRate,19
-41:40,Weight,73
-42:40,HR,88
-42:40,NIDiasABP,40
-42:40,NIMAP,58.33
-42:40,NISysABP,95
-42:40,RespRate,20
-42:40,Urine,60
-42:40,Weight,73
-44:40,GCS,15
-44:40,HR,98
-44:40,NIDiasABP,67
-44:40,NIMAP,78.33
-44:40,NISysABP,101
-44:40,RespRate,20
-44:40,Temp,36.6
-44:40,Urine,135
-44:40,Weight,73
-45:40,HR,101
-45:40,NIDiasABP,70
-45:40,NIMAP,80
-45:40,NISysABP,100
-45:40,RespRate,23
-45:40,Urine,70
-45:40,Weight,73
-46:40,HR,96
-46:40,NIDiasABP,71
-46:40,NIMAP,79
-46:40,NISysABP,95
-46:40,RespRate,21
-46:40,Urine,320
-46:40,Weight,73
-47:40,HR,97
-47:40,NIDiasABP,72
-47:40,NIMAP,81
-47:40,NISysABP,99
-47:40,RespRate,22
-47:40,Urine,400
-47:40,Weight,73
diff --git a/data/set-a/132720.txt b/data/set-a/132720.txt
deleted file mode 100644
index 70999c19684f58690b1463817bf7e769b17ae84b..0000000000000000000000000000000000000000
--- a/data/set-a/132720.txt
+++ /dev/null
@@ -1,364 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132720
-00:00,Age,56
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,92
-01:15,HR,71
-01:15,NIDiasABP,80
-01:15,NIMAP,93.33
-01:15,NISysABP,120
-01:15,Temp,37.2
-01:15,Urine,125
-01:30,FiO2,1
-01:30,HR,76
-01:30,MechVent,1
-01:30,NIDiasABP,84
-01:30,NIMAP,105
-01:30,NISysABP,147
-01:30,Weight,92
-02:18,pH,7.55
-02:18,Lactate,0.8
-02:18,PaCO2,32
-02:18,PaO2,122
-02:30,Albumin,3.1
-02:30,ALP,46
-02:30,ALT,13
-02:30,AST,15
-02:30,Bilirubin,0.9
-02:30,BUN,13
-02:30,Creatinine,0.7
-02:30,FiO2,0.8
-02:30,Glucose,109
-02:30,HCO3,28
-02:30,HCT,44.6
-02:30,HR,70
-02:30,Mg,1.6
-02:30,MechVent,1
-02:30,NIDiasABP,69
-02:30,NIMAP,85
-02:30,NISysABP,117
-02:30,Platelets,209
-02:30,K,3.1
-02:30,Na,140
-02:30,WBC,6.1
-02:30,Weight,92
-03:30,HR,70
-03:30,NIDiasABP,68
-03:30,NIMAP,80.67
-03:30,NISysABP,106
-03:30,Urine,350
-03:30,Weight,92
-04:30,HR,67
-04:30,NIDiasABP,68
-04:30,NIMAP,82.67
-04:30,NISysABP,112
-04:30,Weight,92
-05:30,FiO2,0.7
-05:30,HR,71
-05:30,MechVent,1
-05:30,NIDiasABP,63
-05:30,NIMAP,77.33
-05:30,NISysABP,106
-05:30,Urine,210
-05:30,Weight,92
-06:00,DiasABP,64
-06:00,HR,68
-06:00,MAP,80
-06:00,NIDiasABP,61
-06:00,NIMAP,74.67
-06:00,NISysABP,102
-06:00,SysABP,109
-06:00,Weight,92
-06:11,pH,7.47
-06:11,PaCO2,39
-06:11,PaO2,96
-06:30,DiasABP,71
-06:30,HR,65
-06:30,MAP,90
-06:30,SysABP,125
-06:30,Temp,36.6
-06:30,Weight,92
-07:30,DiasABP,78
-07:30,HR,67
-07:30,MAP,98
-07:30,SysABP,131
-07:30,Urine,800
-07:30,Weight,92
-09:30,DiasABP,72
-09:30,FiO2,0.6
-09:30,GCS,8
-09:30,HR,72
-09:30,MAP,91
-09:30,MechVent,1
-09:30,SysABP,122
-09:30,Temp,36.7
-09:30,Urine,525
-09:30,Weight,92
-11:30,DiasABP,71
-11:30,HR,80
-11:30,MAP,89
-11:30,SysABP,124
-11:30,Urine,400
-11:30,Weight,92
-12:22,pH,7.42
-12:22,PaCO2,41
-12:22,PaO2,71
-13:30,DiasABP,61
-13:30,GCS,8
-13:30,HR,75
-13:30,MAP,75
-13:30,SysABP,100
-13:30,Temp,36.7
-13:30,Urine,215
-13:30,Weight,92
-14:12,FiO2,0.6
-14:12,MechVent,1
-15:30,DiasABP,56
-15:30,HR,78
-15:30,MAP,70
-15:30,SysABP,94
-15:30,Urine,135
-15:30,Weight,92
-16:08,MechVent,1
-17:30,DiasABP,57
-17:30,GCS,8
-17:30,HR,70
-17:30,MAP,71
-17:30,SysABP,95
-17:30,Weight,92
-18:07,BUN,10
-18:07,Creatinine,0.6
-18:07,Glucose,91
-18:07,HCO3,25
-18:07,HCT,43.3
-18:07,Mg,2.4
-18:07,Platelets,206
-18:07,K,3.7
-18:07,Na,142
-18:07,WBC,4.5
-18:21,FiO2,0.6
-18:21,MechVent,1
-18:30,DiasABP,54
-18:30,HR,68
-18:30,SysABP,101
-18:30,Temp,37.4
-18:30,Urine,365
-18:30,Weight,92
-18:44,pH,7.47
-18:44,PaCO2,37
-18:44,PaO2,59
-19:11,FiO2,0.6
-19:11,MechVent,1
-20:30,DiasABP,64
-20:30,HR,68
-20:30,MAP,81
-20:30,SysABP,111
-20:30,Weight,92
-20:35,pH,7.48
-20:35,PaCO2,33
-20:35,PaO2,95
-21:10,FiO2,0.6
-21:10,MechVent,1
-21:30,DiasABP,73
-21:30,GCS,7
-21:30,HR,66
-21:30,MAP,95
-21:30,SysABP,129
-21:30,Urine,75
-22:30,DiasABP,72
-22:30,HR,74
-22:30,MAP,93
-22:30,SysABP,133
-22:30,Temp,37.2
-22:30,Urine,10
-22:30,Weight,92
-23:30,DiasABP,66
-23:30,HR,76
-23:30,MAP,84
-23:30,SysABP,122
-23:30,Urine,18
-23:30,Weight,92
-24:30,DiasABP,68
-24:30,HR,79
-24:30,MAP,87
-24:30,SysABP,125
-24:30,Urine,10
-24:30,Weight,92
-25:30,DiasABP,65
-25:30,FiO2,0.6
-25:30,GCS,7
-25:30,HR,80
-25:30,MAP,83
-25:30,MechVent,1
-25:30,SysABP,116
-25:30,Weight,92
-26:30,DiasABP,65
-26:30,HR,77
-26:30,MAP,84
-26:30,SysABP,122
-26:30,Urine,20
-26:30,Weight,92
-27:30,DiasABP,55
-27:30,HR,72
-27:30,MAP,69
-27:30,SysABP,97
-27:30,Weight,92
-28:00,DiasABP,58
-28:00,HR,81
-28:00,MAP,72
-28:00,MechVent,1
-28:00,SysABP,106
-28:00,Weight,92
-28:20,FiO2,0.5
-28:30,DiasABP,63
-28:30,HR,78
-28:30,MAP,80
-28:30,SysABP,118
-28:30,Temp,37.2
-28:30,Urine,105
-28:30,Weight,92
-29:00,DiasABP,64
-29:00,HR,76
-29:00,MAP,82
-29:00,SysABP,119
-29:00,Weight,92
-29:15,FiO2,0.4
-29:15,MechVent,1
-29:30,DiasABP,73
-29:30,GCS,8
-29:30,HR,78
-29:30,MAP,91
-29:30,SysABP,129
-29:30,Urine,110
-29:30,Weight,92
-30:00,DiasABP,79
-30:00,HR,84
-30:00,MAP,102
-30:00,SysABP,149
-30:00,Weight,92
-30:30,DiasABP,81
-30:30,GCS,10
-30:30,HR,76
-30:30,MAP,105
-30:30,SysABP,148
-30:30,Urine,5
-30:30,Weight,92
-30:32,pH,7.4
-30:32,Lactate,1
-30:32,PaCO2,44
-30:32,PaO2,80
-30:32,SaO2,95
-31:00,DiasABP,66
-31:00,HR,76
-31:00,MAP,84
-31:00,SysABP,118
-31:00,Weight,92
-31:30,DiasABP,65
-31:30,HR,74
-31:30,MAP,84
-31:30,SysABP,122
-31:30,Weight,92
-33:20,FiO2,0.4
-33:20,MechVent,1
-33:30,DiasABP,62
-33:30,GCS,8
-33:30,HR,81
-33:30,MAP,79
-33:30,SysABP,109
-33:30,Temp,37.4
-33:30,Urine,45
-33:30,Weight,92
-35:30,DiasABP,62
-35:30,HR,80
-35:30,MAP,79
-35:30,SysABP,110
-35:30,Urine,40
-35:30,Weight,92
-37:30,DiasABP,63
-37:30,FiO2,0.4
-37:30,HR,83
-37:30,MAP,80
-37:30,MechVent,1
-37:30,SysABP,111
-37:30,Urine,25
-37:30,Weight,92
-38:30,FiO2,0.5
-39:29,BUN,11
-39:29,Creatinine,0.7
-39:29,Glucose,103
-39:29,HCO3,25
-39:29,HCT,44.5
-39:29,Mg,2
-39:29,Platelets,224
-39:29,K,3.9
-39:29,Na,141
-39:29,WBC,5.3
-39:30,DiasABP,61
-39:30,HR,85
-39:30,MAP,77
-39:30,SysABP,108
-39:30,Temp,37.3
-39:30,Urine,40
-39:30,Weight,92
-39:43,pH,7.38
-39:43,Lactate,0.9
-39:43,PaCO2,38
-39:43,PaO2,73
-41:30,DiasABP,57
-41:30,HR,80
-41:30,MAP,73
-41:30,SysABP,104
-41:30,Urine,50
-41:30,Weight,92
-42:30,GCS,8
-42:45,FiO2,0.5
-42:45,MechVent,1
-43:30,DiasABP,65
-43:30,HR,84
-43:30,MAP,82
-43:30,SysABP,115
-43:30,Temp,37.2
-43:30,Urine,25
-43:30,Weight,92
-45:30,DiasABP,66
-45:30,FiO2,0.5
-45:30,GCS,11
-45:30,HR,87
-45:30,MAP,84
-45:30,MechVent,1
-45:30,SysABP,123
-45:30,Temp,37.8
-45:30,Urine,100
-45:30,Weight,92
-46:25,pH,7.37
-46:25,Lactate,0.6
-46:25,PaCO2,41
-46:25,PaO2,84
-46:30,DiasABP,72
-46:30,HR,85
-46:30,MAP,93
-46:30,SysABP,137
-46:30,Urine,110
-46:30,Weight,90.9
-47:09,ALP,64
-47:09,ALT,43
-47:09,AST,65
-47:09,Bilirubin,0.9
-47:09,BUN,12
-47:09,Creatinine,0.7
-47:09,Glucose,108
-47:09,HCO3,25
-47:09,HCT,47
-47:09,Mg,1.8
-47:09,Platelets,225
-47:09,K,4
-47:09,Na,141
-47:09,WBC,6.2
-47:30,DiasABP,74
-47:30,HR,85
-47:30,MAP,90
-47:30,SysABP,127
-47:30,Urine,50
-47:30,Weight,90.9
diff --git a/data/set-a/132721.txt b/data/set-a/132721.txt
deleted file mode 100644
index bc88e955ba96982e9288b1c22c79ee846d75947d..0000000000000000000000000000000000000000
--- a/data/set-a/132721.txt
+++ /dev/null
@@ -1,534 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132721
-00:00,Age,71
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,131
-00:48,Lactate,8.2
-01:08,pH,7.1
-01:08,PaCO2,56
-01:08,PaO2,277
-01:31,pH,7.05
-01:31,PaCO2,62
-01:31,PaO2,315
-01:39,Lactate,7.8
-02:02,pH,7.15
-02:02,PaCO2,51
-02:02,PaO2,281
-02:08,Lactate,7
-02:57,BUN,57
-02:57,Creatinine,2.6
-02:57,DiasABP,52
-02:57,FiO2,1
-02:57,GCS,7
-02:57,Glucose,118
-02:57,HCO3,16
-02:57,HCT,34.1
-02:57,HR,88
-02:57,Mg,1.7
-02:57,MAP,71
-02:57,MechVent,1
-02:57,Platelets,51
-02:57,K,5
-02:57,Na,143
-02:57,SysABP,117
-02:57,Temp,36.1
-02:57,WBC,7.6
-03:12,DiasABP,61
-03:12,HR,92
-03:12,MAP,75
-03:12,SysABP,116
-03:12,Weight,131
-03:16,Lactate,6
-03:27,DiasABP,63
-03:27,HR,94
-03:27,MAP,86
-03:27,SysABP,149
-03:27,Weight,131
-03:42,DiasABP,55
-03:42,HR,97
-03:42,MAP,73
-03:42,SysABP,124
-03:42,Weight,131
-03:57,DiasABP,47
-03:57,HR,79
-03:57,MAP,60
-03:57,SysABP,92
-03:57,Urine,70
-03:57,Weight,131
-04:12,DiasABP,43
-04:12,HR,75
-04:12,MAP,56
-04:12,SysABP,84
-04:12,Weight,131
-04:44,pH,7.24
-04:44,PaCO2,42
-04:44,PaO2,174
-04:57,DiasABP,51
-04:57,FiO2,0.7
-04:57,HR,71
-04:57,MAP,71
-04:57,MechVent,1
-04:57,SysABP,114
-04:57,Weight,131
-05:44,Lactate,6.4
-05:57,DiasABP,46
-05:57,HR,77
-05:57,MAP,64
-05:57,SysABP,102
-05:57,Urine,0
-05:57,Weight,131
-06:50,pH,7.22
-06:50,PaCO2,41
-06:50,PaO2,103
-06:57,DiasABP,49
-06:57,FiO2,0.7
-06:57,GCS,3
-06:57,HR,74
-06:57,MAP,69
-06:57,MechVent,1
-06:57,SysABP,114
-06:57,Temp,36.3
-06:57,Urine,25
-06:57,Weight,131
-07:57,DiasABP,48
-07:57,HR,73
-07:57,MAP,101
-07:57,SysABP,108
-07:57,Urine,20
-07:57,Weight,131
-08:56,BUN,59
-08:56,Creatinine,2.6
-08:56,Glucose,206
-08:56,HCO3,15
-08:56,HCT,34.5
-08:56,Mg,2.2
-08:56,Platelets,88
-08:56,K,5
-08:56,Na,140
-08:56,WBC,10.9
-08:57,DiasABP,50
-08:57,HR,73
-08:57,MAP,71
-08:57,SysABP,114
-08:57,Urine,11
-08:57,Weight,131
-09:53,pH,7.23
-09:53,PaCO2,40
-09:53,PaO2,108
-09:57,DiasABP,50
-09:57,HR,68
-09:57,MAP,71
-09:57,SysABP,116
-09:57,Urine,25
-09:57,Weight,131
-10:57,DiasABP,50
-10:57,FiO2,0.6
-10:57,GCS,3
-10:57,HR,70
-10:57,MAP,70
-10:57,MechVent,1
-10:57,SysABP,117
-10:57,Temp,36.6
-10:57,Urine,23
-10:57,Weight,131
-11:57,DiasABP,40
-11:57,HR,72
-11:57,MAP,57
-11:57,SysABP,89
-11:57,Urine,13
-11:57,Weight,131
-12:12,DiasABP,37
-12:12,SysABP,75
-12:27,DiasABP,48
-12:27,MAP,72
-12:27,SysABP,135
-12:54,pH,7.26
-12:54,PaCO2,36
-12:54,PaO2,89
-12:55,Albumin,2.7
-12:55,ALP,45
-12:55,ALT,48
-12:55,AST,69
-12:55,Bilirubin,1.8
-12:55,BUN,63
-12:55,Creatinine,2.7
-12:55,Glucose,196
-12:55,HCO3,15
-12:55,HCT,34.8
-12:55,Mg,2.1
-12:55,Platelets,95
-12:55,K,5.1
-12:55,Na,139
-12:55,WBC,11.2
-12:57,DiasABP,48
-12:57,HR,65
-12:57,MAP,73
-12:57,SysABP,132
-12:57,Urine,15
-12:57,Weight,131
-13:54,Lactate,4.7
-13:57,DiasABP,44
-13:57,HR,72
-13:57,MAP,59
-13:57,SysABP,88
-13:57,Urine,58
-13:57,Weight,131
-14:27,DiasABP,51
-14:27,HR,73
-14:27,MAP,73
-14:27,SysABP,118
-14:27,Weight,131
-14:57,DiasABP,58
-14:57,FiO2,0.6
-14:57,GCS,3
-14:57,HR,83
-14:57,MAP,80
-14:57,MechVent,1
-14:57,SysABP,125
-14:57,Temp,37.1
-14:57,Urine,14
-14:57,Weight,131
-15:27,DiasABP,49
-15:27,HR,71
-15:27,MAP,70
-15:27,SysABP,115
-15:27,Weight,131
-15:57,DiasABP,50
-15:57,HR,69
-15:57,MAP,71
-15:57,SysABP,116
-15:57,Weight,131
-16:57,DiasABP,51
-16:57,HR,75
-16:57,MAP,73
-16:57,MechVent,1
-16:57,SysABP,117
-16:57,Urine,20
-16:57,Weight,131
-17:12,DiasABP,52
-17:12,HR,69
-17:12,MAP,73
-17:12,SysABP,120
-17:12,Weight,131
-17:27,DiasABP,51
-17:27,HR,68
-17:27,MAP,72
-17:27,SysABP,117
-17:27,Weight,131
-17:57,DiasABP,52
-17:57,HR,66
-17:57,MAP,72
-17:57,SysABP,113
-17:57,Weight,131
-18:07,pH,7.31
-18:07,PaCO2,36
-18:07,PaO2,75
-18:12,Urine,8
-18:57,DiasABP,123
-18:57,FiO2,0.6
-18:57,HR,69
-18:57,MAP,130
-18:57,MechVent,1
-18:57,SysABP,140
-18:57,Urine,3
-18:57,Weight,131
-19:07,Lactate,2.6
-19:27,DiasABP,55
-19:27,HR,62
-19:27,MAP,76
-19:27,SysABP,121
-19:27,Temp,36.9
-19:27,Weight,131
-19:57,DiasABP,53
-19:57,HR,64
-19:57,MAP,73
-19:57,SysABP,114
-19:57,Weight,131
-20:57,DiasABP,55
-20:57,HR,72
-20:57,MAP,77
-20:57,SysABP,118
-20:57,Urine,15
-20:57,Weight,131
-21:27,DiasABP,51
-21:27,HR,64
-21:27,MAP,69
-21:27,SysABP,108
-21:27,Weight,131
-21:57,DiasABP,44
-21:57,HR,69
-21:57,MAP,59
-21:57,MechVent,1
-21:57,SysABP,88
-21:57,Weight,131
-22:12,DiasABP,43
-22:12,HR,67
-22:12,MAP,57
-22:12,SysABP,87
-22:12,Urine,5
-22:12,Weight,131
-22:21,Lactate,2.2
-22:23,pH,7.26
-22:23,PaCO2,43
-22:23,PaO2,77
-22:27,DiasABP,46
-22:27,HR,63
-22:27,MAP,63
-22:27,SysABP,96
-22:27,Weight,131
-22:57,DiasABP,48
-22:57,FiO2,0.6
-22:57,HR,62
-22:57,MAP,67
-22:57,MechVent,1
-22:57,SysABP,104
-22:57,Urine,2
-22:57,Weight,131
-23:27,DiasABP,53
-23:27,HR,60
-23:27,MAP,73
-23:27,SysABP,115
-23:27,Weight,131
-23:57,DiasABP,52
-23:57,GCS,7
-23:57,HR,63
-23:57,MAP,72
-23:57,SysABP,110
-23:57,Temp,36.4
-23:57,Urine,6
-23:57,Weight,131
-24:57,DiasABP,55
-24:57,HR,61
-24:57,MAP,74
-24:57,SysABP,111
-24:57,Urine,14
-24:57,Weight,131
-25:43,pH,7.41
-25:43,PaCO2,30
-25:43,PaO2,118
-25:57,DiasABP,52
-25:57,HR,66
-25:57,MAP,68
-25:57,SysABP,99
-25:57,Weight,131
-26:43,Lactate,2.5
-26:57,DiasABP,54
-26:57,FiO2,0.6
-26:57,GCS,7
-26:57,HR,66
-26:57,MAP,72
-26:57,MechVent,1
-26:57,SysABP,107
-26:57,Temp,37
-26:57,Urine,31
-26:57,Weight,131
-27:57,DiasABP,55
-27:57,HR,69
-27:57,MAP,74
-27:57,SysABP,110
-27:57,Urine,12
-27:57,Weight,131
-28:57,DiasABP,51
-28:57,HR,69
-28:57,MAP,66
-28:57,SysABP,96
-28:57,Urine,19
-28:57,Weight,131
-29:57,DiasABP,50
-29:57,HR,68
-29:57,MAP,67
-29:57,SysABP,98
-29:57,Urine,25
-29:57,Weight,131
-30:57,DiasABP,51
-30:57,FiO2,0.6
-30:57,GCS,7
-30:57,HR,66
-30:57,MAP,69
-30:57,MechVent,1
-30:57,SysABP,102
-30:57,Temp,37.2
-30:57,Urine,18
-30:57,Weight,131
-31:14,pH,7.42
-31:14,PaCO2,29
-31:14,PaO2,148
-31:57,DiasABP,52
-31:57,HR,65
-31:57,MAP,65
-31:57,SysABP,91
-31:57,Urine,15
-31:57,Weight,131
-32:57,DiasABP,57
-32:57,HR,63
-32:57,MAP,72
-32:57,SysABP,102
-32:57,Urine,19
-32:57,Weight,131
-33:57,DiasABP,64
-33:57,HR,64
-33:57,MAP,68
-33:57,SysABP,95
-33:57,Urine,20
-33:57,Weight,131
-34:57,DiasABP,52
-34:57,FiO2,0.6
-34:57,GCS,7
-34:57,HR,64
-34:57,MAP,66
-34:57,MechVent,1
-34:57,SysABP,93
-34:57,Temp,37.1
-34:57,Urine,24
-34:57,Weight,131
-35:07,pH,7.43
-35:07,PaCO2,30
-35:07,PaO2,157
-35:54,Albumin,2.5
-35:54,ALP,43
-35:54,ALT,34
-35:54,AST,42
-35:54,Bilirubin,2.2
-35:54,BUN,82
-35:54,Creatinine,3.1
-35:54,Glucose,106
-35:54,HCO3,17
-35:54,HCT,30.7
-35:54,Mg,2.2
-35:54,Platelets,53
-35:54,K,4.1
-35:54,Na,141
-35:54,WBC,3.9
-35:57,DiasABP,51
-35:57,HR,59
-35:57,MAP,68
-35:57,SysABP,98
-35:57,Urine,15
-35:57,Weight,131
-36:57,DiasABP,50
-36:57,HR,59
-36:57,MAP,65
-36:57,SysABP,94
-36:57,Urine,20
-36:57,Weight,131
-38:57,DiasABP,53
-38:57,FiO2,0.6
-38:57,GCS,6
-38:57,HR,60
-38:57,MAP,72
-38:57,MechVent,1
-38:57,SysABP,108
-38:57,Temp,36.9
-38:57,Urine,50
-38:57,Weight,131
-39:27,DiasABP,52
-39:27,HR,60
-39:27,MAP,70
-39:27,SysABP,105
-39:27,Weight,131
-39:57,DiasABP,56
-39:57,FiO2,0.5
-39:57,HR,59
-39:57,MAP,71
-39:57,SysABP,102
-39:57,Urine,25
-39:57,Weight,131
-40:07,DiasABP,49
-40:07,HR,60
-40:07,MAP,64
-40:07,SysABP,94
-40:07,Weight,131
-40:27,DiasABP,48
-40:27,HR,59
-40:27,MAP,63
-40:27,SysABP,94
-40:27,Weight,131
-40:52,pH,7.38
-40:52,PaCO2,35
-40:52,PaO2,114
-40:57,DiasABP,47
-40:57,HR,64
-40:57,MAP,61
-40:57,SysABP,93
-40:57,Urine,20
-40:57,Weight,131
-41:57,DiasABP,58
-41:57,HR,60
-41:57,MAP,73
-41:57,SysABP,105
-41:57,Urine,25
-41:57,Weight,131
-42:25,pH,7.32
-42:25,PaCO2,40
-42:25,PaO2,43
-42:25,SaO2,74
-42:56,Platelets,31
-42:56,WBC,3.3
-42:57,DiasABP,62
-42:57,FiO2,0.5
-42:57,HR,61
-42:57,MAP,75
-42:57,MechVent,1
-42:57,SysABP,104
-42:57,Temp,37.1
-42:57,Urine,25
-42:57,Weight,131
-43:49,WBC,3.4
-44:12,DiasABP,58
-44:12,HR,61
-44:12,MAP,69
-44:12,SysABP,95
-44:12,Urine,35
-44:12,Weight,131
-44:57,DiasABP,56
-44:57,HR,61
-44:57,MAP,67
-44:57,SysABP,94
-44:57,Urine,20
-44:57,Weight,131
-45:27,DiasABP,62
-45:27,HR,63
-45:27,MAP,70
-45:27,SysABP,93
-45:27,Weight,131
-45:37,DiasABP,62
-45:37,HR,62
-45:37,MAP,70
-45:37,SysABP,93
-45:37,Weight,131
-45:42,DiasABP,53
-45:42,HR,62
-45:42,MAP,63
-45:42,SysABP,87
-45:42,Weight,131
-45:44,pH,7.31
-45:44,PaCO2,42
-45:44,PaO2,97
-45:47,DiasABP,49
-45:47,HR,63
-45:47,MAP,60
-45:47,SysABP,89
-45:47,Weight,131
-45:57,DiasABP,56
-45:57,HR,60
-45:57,MAP,65
-45:57,SysABP,97
-45:57,Urine,15
-45:57,Weight,131
-46:57,DiasABP,54
-46:57,FiO2,0.5
-46:57,GCS,5
-46:57,HR,61
-46:57,MAP,63
-46:57,MechVent,1
-46:57,SysABP,91
-46:57,Temp,37.3
-46:57,Urine,20
-46:57,Weight,131
-47:57,DiasABP,66
-47:57,HR,61
-47:57,MAP,72
-47:57,SysABP,95
-47:57,Weight,131
diff --git a/data/set-a/132722.txt b/data/set-a/132722.txt
deleted file mode 100644
index 55769908ec5b67597fdb626088cdd1a9b9fc6d7a..0000000000000000000000000000000000000000
--- a/data/set-a/132722.txt
+++ /dev/null
@@ -1,482 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132722
-00:00,Age,36
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,85
-00:18,HR,83
-00:18,NIDiasABP,65
-00:18,NIMAP,92
-00:18,NISysABP,146
-00:18,Temp,35.2
-00:18,Urine,300
-00:33,FiO2,1
-00:33,HR,86
-00:33,MechVent,1
-00:33,NIDiasABP,65
-00:33,NIMAP,92
-00:33,NISysABP,146
-00:33,Weight,85
-00:48,HR,74
-00:48,NIDiasABP,88
-00:48,NIMAP,106.3
-00:48,NISysABP,143
-00:48,Weight,85
-00:53,FiO2,0.8
-00:53,MechVent,1
-01:03,GCS,3
-01:03,HR,86
-01:03,NIDiasABP,91
-01:03,NIMAP,108
-01:03,NISysABP,142
-01:03,Urine,500
-01:03,Weight,85
-01:18,HR,76
-01:18,Weight,85
-01:21,Albumin,2.6
-01:21,ALP,41
-01:21,ALT,41
-01:21,Bilirubin,3.1
-01:21,BUN,6
-01:21,Creatinine,0.7
-01:21,Glucose,92
-01:21,HCO3,18
-01:21,HCT,38.5
-01:21,Mg,1.4
-01:21,Platelets,125
-01:21,K,5.7
-01:21,Na,123
-01:21,WBC,13.7
-01:33,FiO2,0.6
-01:33,HR,92
-01:33,Weight,85
-01:48,HR,92
-01:48,NIDiasABP,73
-01:48,NIMAP,95
-01:48,NISysABP,139
-01:48,Weight,85
-02:03,HR,78
-02:03,Urine,60
-02:03,Weight,85
-02:11,pH,7.4
-02:11,PaCO2,40
-02:11,PaO2,104
-02:43,FiO2,0.4
-03:03,FiO2,0.4
-03:03,HR,88
-03:03,MechVent,1
-03:03,NIDiasABP,72
-03:03,NIMAP,88.33
-03:03,NISysABP,121
-03:03,Urine,50
-03:03,Weight,85
-03:23,Albumin,2.8
-03:23,BUN,6
-03:23,Creatinine,0.6
-03:23,Glucose,106
-03:23,HCO3,25
-03:23,Mg,1
-03:23,K,3.1
-03:23,Na,140
-04:03,HR,90
-04:03,NIDiasABP,70
-04:03,NIMAP,88.33
-04:03,NISysABP,125
-04:03,Urine,40
-04:03,Weight,85
-05:03,GCS,11
-05:03,HR,95
-05:03,NIDiasABP,61
-05:03,NIMAP,79.33
-05:03,NISysABP,116
-05:03,Temp,36.9
-05:03,Urine,40
-05:03,Weight,85
-06:03,HR,93
-06:03,NIDiasABP,62
-06:03,NIMAP,80.67
-06:03,NISysABP,118
-06:03,Urine,30
-06:03,Weight,85
-07:03,GCS,11
-07:03,HR,97
-07:03,NIDiasABP,59
-07:03,NIMAP,79.33
-07:03,NISysABP,120
-07:03,Temp,37.3
-07:03,Urine,30
-07:03,Weight,85
-08:03,FiO2,0.4
-08:03,HR,99
-08:03,MechVent,1
-08:03,NIDiasABP,55
-08:03,NIMAP,74.33
-08:03,NISysABP,113
-08:03,Urine,100
-08:03,Weight,85
-08:42,HCT,28.4
-09:03,GCS,11
-09:03,HR,99
-09:03,NIDiasABP,56
-09:03,NIMAP,76.67
-09:03,NISysABP,118
-09:03,Temp,36.9
-09:03,Urine,105
-09:03,Weight,85
-09:56,HCT,26.5
-09:56,Platelets,102
-10:03,GCS,11
-10:03,HR,100
-10:03,NIDiasABP,54
-10:03,NIMAP,73.67
-10:03,NISysABP,113
-10:03,Urine,100
-10:03,Weight,85
-11:03,FiO2,0.4
-11:03,GCS,11
-11:03,HR,104
-11:03,MechVent,1
-11:03,NIDiasABP,49
-11:03,NIMAP,70
-11:03,NISysABP,112
-11:03,Temp,36.9
-11:03,Urine,70
-11:03,Weight,85
-12:02,HCT,25.9
-12:03,GCS,11
-12:03,HR,103
-12:03,NIDiasABP,60
-12:03,NIMAP,79
-12:03,NISysABP,117
-12:03,Urine,60
-12:03,Weight,85
-13:03,GCS,11
-13:03,HR,101
-13:03,NIDiasABP,62
-13:03,NIMAP,81.67
-13:03,NISysABP,121
-13:03,Temp,37.2
-13:03,Urine,50
-13:03,Weight,85
-14:03,GCS,15
-14:03,HR,106
-14:03,NIDiasABP,55
-14:03,NIMAP,78
-14:03,NISysABP,124
-14:03,Urine,30
-14:03,Weight,85
-14:33,FiO2,0.4
-14:33,MechVent,1
-15:03,GCS,15
-15:03,HR,103
-15:03,NIDiasABP,68
-15:03,NIMAP,84
-15:03,NISysABP,116
-15:03,Urine,60
-15:03,Weight,85
-15:30,ALT,10
-15:30,AST,35
-15:30,BUN,7
-15:30,Creatinine,0.5
-15:30,Glucose,103
-15:30,HCO3,25
-15:30,HCT,25.5
-15:30,Mg,1.7
-15:30,K,3.9
-15:30,Na,139
-16:03,HR,99
-16:03,NIDiasABP,71
-16:03,NIMAP,88
-16:03,NISysABP,122
-16:03,Urine,30
-16:03,Weight,85
-17:03,GCS,15
-17:03,HR,102
-17:03,NIDiasABP,71
-17:03,NIMAP,89
-17:03,NISysABP,125
-17:03,Temp,36.8
-17:03,Urine,30
-17:03,Weight,85
-18:03,HR,102
-18:03,NIDiasABP,67
-18:03,NIMAP,87
-18:03,NISysABP,127
-18:03,Urine,35
-18:03,Weight,85
-19:03,FiO2,0.4
-19:03,GCS,11
-19:03,HR,95
-19:03,MechVent,1
-19:03,NIDiasABP,66
-19:03,NIMAP,88
-19:03,NISysABP,132
-19:03,Urine,40
-19:03,Weight,85
-20:03,HR,97
-20:03,NIDiasABP,54
-20:03,NIMAP,78.67
-20:03,NISysABP,128
-20:03,Temp,37.4
-20:03,Urine,35
-20:03,Weight,85
-20:04,HCT,24
-20:04,Platelets,91
-21:03,HR,103
-21:03,NIDiasABP,60
-21:03,NIMAP,82.67
-21:03,NISysABP,128
-21:03,Urine,40
-21:03,Weight,85
-22:03,HR,97
-22:03,NIDiasABP,53
-22:03,NIMAP,76.33
-22:03,NISysABP,123
-22:03,Urine,30
-22:03,Weight,85
-22:33,HR,97
-22:33,NIDiasABP,68
-22:33,NIMAP,89
-22:33,NISysABP,131
-22:33,Temp,36.7
-22:33,Weight,85
-23:03,FiO2,0.4
-23:03,GCS,11
-23:03,HR,91
-23:03,MechVent,1
-23:03,NIDiasABP,68
-23:03,NIMAP,87.67
-23:03,NISysABP,127
-23:03,Temp,36.8
-23:03,Urine,45
-23:03,Weight,85
-24:03,HR,93
-24:03,NIDiasABP,72
-24:03,NIMAP,91.33
-24:03,NISysABP,130
-24:03,Urine,15
-24:03,Weight,85
-24:33,DiasABP,95
-24:33,HR,90
-24:33,SysABP,143
-24:33,Weight,85
-25:03,DiasABP,77
-25:03,HR,86
-25:03,MAP,100
-25:03,NIDiasABP,65
-25:03,NIMAP,84
-25:03,NISysABP,122
-25:03,SysABP,128
-25:03,Urine,35
-25:03,Weight,85
-26:03,DiasABP,74
-26:03,HR,90
-26:03,MAP,95
-26:03,NIDiasABP,65
-26:03,NIMAP,84.33
-26:03,NISysABP,123
-26:03,SysABP,124
-26:03,Urine,40
-26:03,Weight,85
-26:07,ALT,14
-26:07,AST,45
-26:07,BUN,7
-26:07,Creatinine,0.4
-26:07,Glucose,102
-26:07,HCO3,27
-26:07,HCT,25
-26:07,Mg,1.6
-26:07,Platelets,82
-26:07,K,3.7
-26:07,Na,139
-26:07,WBC,14.4
-26:24,pH,7.48
-26:24,PaCO2,37
-26:24,PaO2,208
-27:03,DiasABP,82
-27:03,FiO2,0.4
-27:03,GCS,11
-27:03,HR,92
-27:03,MAP,107
-27:03,MechVent,1
-27:03,SysABP,150
-27:03,Temp,36.9
-27:03,Urine,45
-27:03,Weight,85
-28:03,DiasABP,79
-28:03,HR,76
-28:03,MAP,104
-28:03,SysABP,146
-28:03,Temp,36.4
-28:03,Urine,45
-28:03,Weight,85
-29:03,DiasABP,81
-29:03,HR,85
-29:03,MAP,106
-29:03,SysABP,147
-29:03,Urine,220
-29:03,Weight,85
-29:11,HCT,24.5
-29:11,Platelets,123
-29:11,WBC,13.6
-30:03,DiasABP,72
-30:03,HR,77
-30:03,MAP,96
-30:03,SysABP,133
-30:03,Temp,36.2
-30:03,Urine,190
-30:03,Weight,85
-30:18,DiasABP,83
-30:18,HR,69
-30:18,MAP,109
-30:18,SysABP,150
-30:18,Urine,43
-30:18,Weight,85
-31:03,DiasABP,79
-31:03,FiO2,0.4
-31:03,GCS,11
-31:03,HR,73
-31:03,MAP,102
-31:03,MechVent,1
-31:03,SysABP,135
-31:03,Urine,140
-31:03,Weight,85
-31:23,DiasABP,86
-31:23,HR,69
-31:23,MAP,112
-31:23,SysABP,152
-31:23,Temp,36.2
-31:23,Weight,85
-31:39,HCT,28.1
-31:39,Platelets,128
-31:39,WBC,15.3
-31:43,DiasABP,86
-31:43,HR,72
-31:43,MAP,113
-31:43,SysABP,155
-31:43,Temp,36
-31:43,Weight,85
-32:03,DiasABP,80
-32:03,HR,74
-32:03,MAP,103
-32:03,SysABP,141
-32:03,Urine,340
-32:03,Weight,85
-33:03,DiasABP,75
-33:03,HR,76
-33:03,MAP,94
-33:03,SysABP,123
-33:03,Urine,110
-33:03,Weight,85
-33:33,Urine,70
-34:03,DiasABP,85
-34:03,FiO2,0.4
-34:03,HR,72
-34:03,MAP,109
-34:03,MechVent,1
-34:03,SysABP,146
-34:03,Temp,36
-34:03,Weight,85
-34:33,Urine,125
-35:03,DiasABP,73
-35:03,GCS,11
-35:03,HR,81
-35:03,MAP,97
-35:03,SysABP,138
-35:03,Urine,140
-35:03,Weight,85
-35:11,HCT,27.3
-35:33,Urine,70
-36:33,DiasABP,81
-36:33,HR,96
-36:33,MAP,100
-36:33,SysABP,149
-36:33,Weight,85
-37:03,DiasABP,86
-37:03,GCS,15
-37:03,HR,68
-37:03,MAP,113
-37:03,SysABP,160
-37:03,Temp,36.1
-37:03,Urine,500
-37:03,Weight,85
-38:03,DiasABP,89
-38:03,HR,74
-38:03,MAP,132
-38:03,SysABP,134
-38:03,Urine,320
-38:03,Weight,85
-38:04,pH,7.46
-38:04,PaCO2,34
-38:04,PaO2,161
-39:03,DiasABP,75
-39:03,GCS,15
-39:03,HR,68
-39:03,MAP,99
-39:03,SysABP,135
-39:03,Temp,37.5
-39:03,Urine,90
-39:03,Weight,85
-39:09,BUN,5
-39:09,Creatinine,0.4
-39:09,Glucose,81
-39:09,HCO3,25
-39:09,HCT,28.1
-39:09,Mg,2
-39:09,Platelets,134
-39:09,K,3.8
-39:09,Na,140
-39:09,WBC,14.8
-40:03,DiasABP,83
-40:03,HR,68
-40:03,MAP,103
-40:03,SysABP,126
-40:03,Urine,170
-40:03,Weight,85
-41:03,DiasABP,73
-41:03,HR,78
-41:03,MAP,98
-41:03,SysABP,137
-41:03,Urine,105
-41:03,Weight,85
-42:03,DiasABP,76
-42:03,HR,60
-42:03,MAP,102
-42:03,SysABP,144
-42:03,Urine,110
-42:03,Weight,85
-43:03,DiasABP,83
-43:03,GCS,15
-43:03,HR,61
-43:03,MAP,110
-43:03,SysABP,152
-43:03,Temp,36.9
-43:03,Urine,100
-43:03,Weight,85
-44:03,DiasABP,79
-44:03,HR,67
-44:03,MAP,102
-44:03,SysABP,136
-44:03,Urine,40
-44:03,Weight,85
-44:50,HCT,27.3
-45:03,DiasABP,67
-45:03,HR,64
-45:03,MAP,94
-45:03,SysABP,138
-45:03,Urine,40
-45:03,Weight,85
-46:03,DiasABP,50
-46:03,HR,77
-46:03,SysABP,142
-46:03,Urine,40
-46:03,Weight,85
-47:03,DiasABP,58
-47:03,GCS,15
-47:03,HR,67
-47:03,MAP,81
-47:03,SysABP,121
-47:03,Temp,37.1
-47:03,Urine,60
-47:03,Weight,85
diff --git a/data/set-a/132726.txt b/data/set-a/132726.txt
deleted file mode 100644
index eb588e26071ef04265d6ce615f0175bb216beb5c..0000000000000000000000000000000000000000
--- a/data/set-a/132726.txt
+++ /dev/null
@@ -1,461 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132726
-00:00,Age,90
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,1
-00:00,Weight,59
-01:34,DiasABP,70
-01:34,GCS,3
-01:34,HR,57
-01:34,MAP,116
-01:34,SysABP,178
-01:34,Temp,33.6
-01:34,Temp,33.8
-01:34,Urine,320
-01:49,BUN,27
-01:49,Creatinine,0.9
-01:49,FiO2,0.5
-01:49,Glucose,216
-01:49,HCO3,22
-01:49,Mg,1.9
-01:49,MechVent,1
-01:49,K,4.1
-01:49,Na,141
-02:04,DiasABP,58
-02:04,HR,57
-02:04,MAP,97
-02:04,SysABP,153
-02:34,DiasABP,60
-02:34,HR,58
-02:34,MAP,100
-02:34,SysABP,156
-02:34,Temp,34.1
-02:34,Temp,33.8
-02:34,Urine,105
-03:34,DiasABP,59
-03:34,HR,57
-03:34,MAP,97
-03:34,SysABP,150
-03:34,Temp,33.9
-03:34,Temp,34.2
-03:34,Urine,80
-03:48,pH,7.4
-03:48,PaCO2,33
-03:48,PaO2,136
-03:48,SaO2,100
-04:29,BUN,27
-04:29,Creatinine,0.8
-04:29,Glucose,230
-04:29,HCO3,20
-04:29,Mg,1.8
-04:29,K,3.7
-04:29,Na,141
-04:34,DiasABP,65
-04:34,HR,57
-04:34,MAP,107
-04:34,SysABP,165
-04:34,Temp,34.2
-04:34,Temp,33.9
-04:34,Urine,50
-05:34,DiasABP,59
-05:34,FiO2,0.5
-05:34,GCS,3
-05:34,HR,54
-05:34,MAP,97
-05:34,MechVent,1
-05:34,SysABP,153
-05:34,Temp,34.1
-05:34,Temp,34
-05:34,Urine,25
-06:34,DiasABP,52
-06:34,HR,47
-06:34,MAP,83
-06:34,SysABP,135
-06:34,Temp,33.7
-06:34,Temp,34
-06:34,Urine,25
-06:49,DiasABP,44
-06:49,HR,43
-06:49,MAP,66
-06:49,SysABP,105
-07:04,DiasABP,40
-07:04,HR,43
-07:04,MAP,59
-07:04,SysABP,96
-07:09,DiasABP,43
-07:09,MAP,63
-07:09,SysABP,100
-07:14,DiasABP,55
-07:14,MAP,82
-07:14,SysABP,130
-07:19,DiasABP,65
-07:19,MAP,100
-07:19,SysABP,162
-07:24,DiasABP,48
-07:24,MAP,76
-07:24,SysABP,127
-07:34,DiasABP,44
-07:34,HR,42
-07:34,MAP,66
-07:34,SysABP,108
-07:34,Temp,34
-07:34,Temp,34.1
-07:34,Urine,30
-08:34,DiasABP,43
-08:34,HR,41
-08:34,MAP,66
-08:34,SysABP,108
-08:34,Temp,33.9
-08:34,Temp,34.1
-08:34,Urine,60
-08:41,BUN,27
-08:41,Creatinine,0.7
-08:41,Glucose,170
-08:41,HCO3,20
-08:41,Mg,2.8
-08:41,K,4.7
-08:41,Na,142
-09:34,DiasABP,48
-09:34,FiO2,0.5
-09:34,GCS,3
-09:34,HR,43
-09:34,MAP,76
-09:34,MechVent,1
-09:34,SysABP,126
-09:34,Temp,34.3
-09:34,Temp,33.9
-09:34,Urine,40
-10:34,DiasABP,43
-10:34,HR,43
-10:34,MAP,68
-10:34,SysABP,115
-10:34,Temp,34.3
-10:34,Temp,34.1
-10:34,Urine,70
-11:34,DiasABP,41
-11:34,HR,40
-11:34,MAP,64
-11:34,SysABP,108
-11:34,Temp,34
-11:34,Temp,33.9
-11:34,Urine,20
-11:47,pH,7.42
-11:47,PaCO2,34
-11:47,PaO2,186
-12:34,BUN,28
-12:34,Creatinine,0.7
-12:34,DiasABP,46
-12:34,Glucose,174
-12:34,HCO3,20
-12:34,HCT,26.3
-12:34,HR,38
-12:34,Mg,2.6
-12:34,MAP,73
-12:34,Platelets,218
-12:34,K,4.2
-12:34,Na,142
-12:34,SysABP,126
-12:34,Temp,33.9
-12:34,Temp,33.8
-12:34,TroponinT,0.02
-12:34,WBC,8.6
-13:34,DiasABP,44
-13:34,FiO2,0.5
-13:34,GCS,3
-13:34,HR,40
-13:34,MAP,68
-13:34,MechVent,1
-13:34,SysABP,116
-13:34,Temp,34
-13:34,Temp,33.9
-13:34,Urine,40
-14:34,DiasABP,35
-14:34,HR,38
-14:34,MAP,56
-14:34,SysABP,98
-14:34,Temp,34.2
-14:34,Temp,34
-15:04,DiasABP,33
-15:04,HR,39
-15:04,MAP,52
-15:04,SysABP,91
-15:04,Temp,34.1
-15:34,DiasABP,32
-15:34,HR,39
-15:34,MAP,58
-15:34,SysABP,111
-15:34,Temp,34
-15:34,Temp,33.9
-15:34,Urine,40
-16:34,DiasABP,30
-16:34,HR,41
-16:34,MAP,55
-16:34,SysABP,106
-16:34,Temp,34.6
-16:34,Temp,34.5
-16:44,BUN,30
-16:44,Creatinine,0.7
-16:44,Glucose,176
-16:44,HCO3,20
-16:44,Mg,2.5
-16:44,K,4
-16:44,Na,142
-17:34,DiasABP,30
-17:34,FiO2,0.5
-17:34,GCS,3
-17:34,HR,44
-17:34,MAP,54
-17:34,MechVent,1
-17:34,SysABP,104
-17:34,Temp,34.9
-17:34,Temp,34.7
-17:34,Urine,20
-18:34,DiasABP,29
-18:34,HR,43
-18:34,MAP,51
-18:34,SysABP,101
-18:34,Temp,35.1
-18:34,Temp,35.4
-19:34,DiasABP,28
-19:34,HR,44
-19:34,MAP,48
-19:34,SysABP,95
-19:34,Temp,36.1
-19:34,Temp,35.9
-19:34,Urine,20
-20:34,DiasABP,29
-20:34,FiO2,0.4
-20:34,HR,44
-20:34,MAP,51
-20:34,MechVent,1
-20:34,SysABP,103
-20:34,Temp,36.4
-20:34,Temp,36.6
-20:49,DiasABP,28
-20:49,HR,47
-20:49,MAP,51
-20:49,SysABP,103
-21:04,DiasABP,30
-21:04,HR,53
-21:04,MAP,51
-21:04,SysABP,97
-21:04,Temp,37
-21:04,Temp,36.7
-21:19,DiasABP,32
-21:19,HR,51
-21:19,MAP,54
-21:19,SysABP,102
-21:34,DiasABP,30
-21:34,FiO2,0.4
-21:34,GCS,9
-21:34,HR,48
-21:34,MAP,51
-21:34,MechVent,1
-21:34,SysABP,97
-21:34,Temp,36.9
-21:34,Urine,15
-21:49,DiasABP,26
-21:49,HR,44
-21:49,MAP,45
-21:49,SysABP,89
-21:51,pH,7.37
-21:51,PaCO2,37
-21:51,PaO2,125
-21:51,SaO2,97
-22:34,DiasABP,31
-22:34,HR,45
-22:34,MAP,54
-22:34,SysABP,105
-22:39,DiasABP,37
-22:39,HR,57
-22:39,MAP,64
-22:39,SysABP,113
-22:44,ALP,41
-22:44,ALT,12
-22:44,AST,13
-22:44,Bilirubin,0.5
-22:44,BUN,32
-22:44,Creatinine,0.9
-22:44,Glucose,159
-22:44,HCO3,20
-22:44,HCT,25.3
-22:44,Mg,2.6
-22:44,Platelets,223
-22:44,K,4.1
-22:44,Na,142
-22:44,WBC,9.5
-22:49,DiasABP,40
-22:49,HR,51
-22:49,MAP,71
-22:49,SysABP,128
-22:54,DiasABP,39
-22:54,HR,55
-22:54,MAP,68
-22:54,SysABP,120
-23:34,DiasABP,38
-23:34,HR,45
-23:34,MAP,64
-23:34,SysABP,120
-23:34,Urine,20
-24:34,DiasABP,38
-24:34,HR,42
-24:34,MAP,65
-24:34,SysABP,123
-24:34,Urine,50
-25:34,DiasABP,38
-25:34,FiO2,0.4
-25:34,HR,40
-25:34,MAP,65
-25:34,MechVent,1
-25:34,SysABP,124
-25:34,Temp,35.3
-25:59,FiO2,0.3
-26:34,DiasABP,39
-26:34,GCS,9
-26:34,HR,40
-26:34,MAP,67
-26:34,SysABP,126
-26:34,Temp,35.3
-26:34,Urine,16
-26:49,Temp,35.2
-27:34,DiasABP,39
-27:34,HR,41
-27:34,MAP,68
-27:34,SysABP,130
-27:34,Temp,35.8
-27:34,Urine,100
-28:34,DiasABP,38
-28:34,HR,41
-28:34,MAP,62
-28:34,SysABP,115
-28:34,Temp,35.1
-28:34,Urine,10
-29:34,DiasABP,41
-29:34,FiO2,0.3
-29:34,GCS,9
-29:34,HR,42
-29:34,MAP,68
-29:34,MechVent,1
-29:34,SysABP,127
-29:34,Temp,35
-30:34,DiasABP,38
-30:34,HR,47
-30:34,MAP,63
-30:34,SysABP,120
-31:34,DiasABP,35
-31:34,HR,50
-31:34,MAP,61
-31:34,SysABP,117
-31:34,Temp,37.3
-31:34,Urine,20
-32:22,pH,7.34
-32:22,PaCO2,35
-32:22,PaO2,88
-32:22,SaO2,94
-32:34,DiasABP,38
-32:34,GCS,5
-32:34,HR,57
-32:34,MAP,65
-32:34,SysABP,122
-33:08,BUN,33
-33:08,Creatinine,0.9
-33:08,Glucose,139
-33:08,HCO3,18
-33:08,HCT,28.1
-33:08,Mg,2.6
-33:08,Platelets,237
-33:08,K,4
-33:08,Na,143
-33:08,WBC,11.2
-33:34,DiasABP,40
-33:34,HR,53
-33:34,MAP,69
-33:34,MechVent,1
-33:34,SysABP,131
-33:34,Urine,30
-34:34,DiasABP,42
-34:34,FiO2,0.3
-34:34,HR,53
-34:34,MAP,74
-34:34,MechVent,1
-34:34,SysABP,139
-34:34,Temp,37.4
-35:34,DiasABP,43
-35:34,HR,52
-35:34,MAP,75
-35:34,SysABP,140
-35:34,Urine,10
-36:34,DiasABP,44
-36:34,HR,52
-36:34,MAP,77
-36:34,SysABP,145
-37:34,DiasABP,50
-37:34,FiO2,0.3
-37:34,GCS,6
-37:34,HR,53
-37:34,MAP,90
-37:34,MechVent,1
-37:34,SysABP,151
-37:34,Temp,37.3
-37:34,Urine,80
-38:34,DiasABP,48
-38:34,HR,60
-38:34,MAP,81
-38:34,SysABP,143
-38:34,Urine,100
-39:34,DiasABP,48
-39:34,HR,60
-39:34,MAP,82
-39:34,SysABP,145
-39:34,Urine,14
-40:34,DiasABP,50
-40:34,HR,58
-40:34,MAP,85
-40:34,SysABP,149
-40:34,Urine,12
-41:34,DiasABP,55
-41:34,FiO2,0.3
-41:34,GCS,5
-41:34,HR,61
-41:34,MAP,90
-41:34,MechVent,1
-41:34,SysABP,154
-41:34,Temp,37.4
-41:34,Urine,19
-42:34,DiasABP,50
-42:34,HR,56
-42:34,MAP,82
-42:34,SysABP,143
-42:34,Urine,4
-43:34,DiasABP,48
-43:34,HR,53
-43:34,MAP,78
-43:34,SysABP,137
-44:34,DiasABP,46
-44:34,FiO2,0.3
-44:34,HR,52
-44:34,MAP,83
-44:34,MechVent,1
-44:34,SysABP,150
-44:34,Urine,2
-45:34,DiasABP,52
-45:34,GCS,6
-45:34,HR,66
-45:34,MAP,88
-45:34,SysABP,146
-45:34,Temp,35.8
-45:34,Urine,6
-46:34,DiasABP,49
-46:34,HR,54
-46:34,MAP,83
-46:34,SysABP,146
-46:34,Urine,26
-47:34,DiasABP,48
-47:34,HR,52
-47:34,MAP,83
-47:34,SysABP,148
-47:34,Urine,10
-47:54,HCT,29.3
-47:54,Platelets,259
-47:54,WBC,10.6
diff --git a/data/set-a/132729.txt b/data/set-a/132729.txt
deleted file mode 100644
index e42fc939fb78b5a615a968cd2bcf44db3202e6a3..0000000000000000000000000000000000000000
--- a/data/set-a/132729.txt
+++ /dev/null
@@ -1,395 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132729
-00:00,Age,45
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,56
-00:21,FiO2,1
-00:21,MechVent,1
-00:36,DiasABP,76
-00:36,HR,79
-00:36,MAP,98
-00:36,SysABP,127
-00:36,Temp,36.5
-00:51,DiasABP,79
-00:51,HR,79
-00:51,SysABP,135
-00:51,Urine,50
-00:51,Urine,800
-00:57,pH,7.33
-00:57,PaCO2,44
-01:06,DiasABP,87
-01:06,HR,78
-01:06,MAP,115
-01:06,SysABP,155
-01:11,DiasABP,87
-01:11,HR,80
-01:11,MAP,115
-01:11,SysABP,157
-01:16,DiasABP,90
-01:16,HR,83
-01:16,MAP,117
-01:16,SysABP,155
-01:16,Temp,35.5
-01:21,FiO2,0.6
-01:21,GCS,4
-01:21,MechVent,1
-01:26,DiasABP,71
-01:26,HR,80
-01:26,MAP,98
-01:26,SysABP,128
-01:36,DiasABP,69
-01:36,HR,102
-01:36,MAP,94
-01:36,SysABP,127
-01:51,BUN,7
-01:51,Creatinine,0.6
-01:51,DiasABP,65
-01:51,Glucose,159
-01:51,HCO3,23
-01:51,HCT,28.3
-01:51,HR,89
-01:51,Mg,1.5
-01:51,MAP,90
-01:51,Platelets,176
-01:51,K,3.8
-01:51,Na,137
-01:51,SysABP,129
-01:51,WBC,17.8
-01:57,Lactate,2.9
-02:06,DiasABP,67
-02:06,HR,91
-02:06,MAP,86
-02:06,SysABP,126
-02:21,DiasABP,66
-02:21,HR,86
-02:21,MAP,86
-02:21,SysABP,125
-02:21,Urine,200
-02:36,GCS,6
-02:51,DiasABP,65
-02:51,HR,85
-02:51,MAP,88
-02:51,SysABP,131
-03:06,DiasABP,58
-03:06,HR,87
-03:06,MAP,79
-03:06,SysABP,121
-03:06,Temp,37.4
-03:21,DiasABP,61
-03:21,GCS,6
-03:21,HR,90
-03:21,MAP,83
-03:21,SysABP,123
-03:21,Urine,60
-03:52,pH,7.41
-03:52,PaCO2,40
-03:52,PaO2,238
-04:21,DiasABP,58
-04:21,FiO2,0.5
-04:21,GCS,6
-04:21,HR,90
-04:21,MAP,80
-04:21,MechVent,1
-04:21,SysABP,113
-04:21,Temp,37.9
-04:21,Urine,50
-05:21,DiasABP,55
-05:21,GCS,6
-05:21,HR,91
-05:21,MAP,78
-05:21,SysABP,119
-05:21,Urine,70
-05:36,DiasABP,56
-05:36,HR,91
-05:36,MAP,80
-05:36,SysABP,118
-07:51,DiasABP,63
-07:51,HR,72
-07:51,MAP,82
-07:51,SysABP,115
-07:51,Temp,38.2
-07:51,Urine,250
-08:06,pH,7.44
-08:06,PaCO2,38
-08:06,PaO2,118
-08:11,HR,62
-08:11,SysABP,60
-08:21,DiasABP,68
-08:21,FiO2,0.5
-08:21,GCS,6
-08:21,HR,77
-08:21,MAP,108
-08:21,MechVent,1
-08:21,SysABP,142
-08:21,Urine,100
-09:06,BUN,6
-09:06,Creatinine,0.5
-09:06,Glucose,133
-09:06,HCO3,23
-09:06,HCT,25.8
-09:06,Mg,1.5
-09:06,Platelets,197
-09:06,K,3.3
-09:06,Na,141
-09:06,WBC,18.7
-09:21,DiasABP,64
-09:21,GCS,6
-09:21,HR,79
-09:21,MAP,90
-09:21,SysABP,130
-09:21,Urine,120
-10:21,DiasABP,65
-10:21,GCS,6
-10:21,HR,77
-10:21,MAP,94
-10:21,SysABP,139
-10:21,Urine,100
-11:21,DiasABP,68
-11:21,GCS,7
-11:21,HR,85
-11:21,MAP,95
-11:21,SysABP,138
-11:21,Urine,40
-12:06,pH,7.51
-12:06,PaCO2,33
-12:06,PaO2,200
-12:21,DiasABP,63
-12:21,GCS,6
-12:21,HR,92
-12:21,MAP,87
-12:21,SysABP,124
-12:21,Temp,38.3
-12:21,Urine,100
-12:51,BUN,6
-12:51,Creatinine,0.5
-12:51,Glucose,133
-12:51,HCO3,25
-12:51,HCT,26.2
-12:51,Mg,2.1
-12:51,Platelets,161
-12:51,K,3.3
-12:51,Na,139
-12:51,WBC,14
-13:09,FiO2,0.4
-13:09,MechVent,1
-13:21,DiasABP,66
-13:21,GCS,6
-13:21,HR,92
-13:21,MAP,92
-13:21,SysABP,132
-13:21,Urine,220
-14:21,DiasABP,66
-14:21,GCS,8
-14:21,HR,92
-14:21,MAP,94
-14:21,SysABP,135
-14:21,Urine,220
-15:19,pH,7.43
-15:19,PaCO2,34
-15:19,PaO2,146
-15:21,DiasABP,65
-15:21,HR,93
-15:21,MAP,89
-15:21,SysABP,124
-16:21,DiasABP,61
-16:21,FiO2,0.4
-16:21,GCS,8
-16:21,HR,92
-16:21,MAP,82
-16:21,MechVent,1
-16:21,SysABP,113
-16:21,Temp,38.1
-16:21,Urine,400
-17:21,DiasABP,63
-17:21,GCS,8
-17:21,HR,88
-17:21,MAP,85
-17:21,SysABP,117
-17:21,Urine,230
-18:21,DiasABP,69
-18:21,GCS,8
-18:21,HR,89
-18:21,MAP,93
-18:21,SysABP,128
-18:21,Urine,180
-19:21,DiasABP,65
-19:21,GCS,8
-19:21,HR,91
-19:21,MAP,89
-19:21,SysABP,127
-19:21,Urine,100
-20:21,DiasABP,62
-20:21,FiO2,0.4
-20:21,HR,97
-20:21,MAP,81
-20:21,MechVent,1
-20:21,SysABP,114
-21:21,DiasABP,74
-21:21,GCS,8
-21:21,HR,103
-21:21,MAP,98
-21:21,SysABP,137
-21:21,Temp,38.2
-21:21,Urine,340
-22:21,DiasABP,74
-22:21,HR,115
-22:21,MAP,95
-22:21,SysABP,129
-23:21,DiasABP,67
-23:21,FiO2,0.4
-23:21,HR,94
-23:21,MAP,89
-23:21,MechVent,1
-23:21,SysABP,127
-23:21,Urine,400
-24:21,DiasABP,70
-24:21,HR,94
-24:21,MAP,94
-24:21,SysABP,134
-24:21,Temp,38.2
-24:21,Urine,340
-25:41,K,3.4
-28:21,DiasABP,84
-28:21,GCS,8
-28:21,HR,83
-28:21,MAP,111
-28:21,SysABP,151
-28:21,Temp,38.2
-28:21,Urine,400
-29:21,DiasABP,67
-29:21,HR,85
-29:21,MAP,87
-29:21,SysABP,119
-30:21,DiasABP,71
-30:21,HR,89
-30:21,MAP,95
-30:21,SysABP,130
-30:21,Urine,100
-32:21,DiasABP,68
-32:21,FiO2,0.4
-32:21,GCS,8
-32:21,HR,91
-32:21,MAP,89
-32:21,MechVent,1
-32:21,SysABP,121
-32:21,Temp,38.4
-32:21,Urine,700
-34:21,DiasABP,66
-34:21,HR,101
-34:21,MAP,84
-34:21,SysABP,112
-34:21,Urine,260
-35:21,DiasABP,64
-35:21,GCS,9
-35:21,HR,108
-35:21,MAP,84
-35:21,SysABP,116
-35:21,Temp,38.6
-36:21,DiasABP,58
-36:21,HR,109
-36:21,MAP,72
-36:21,SysABP,93
-36:21,Urine,400
-37:21,FiO2,0.4
-37:21,MechVent,1
-38:21,DiasABP,61
-38:21,GCS,8
-38:21,HR,121
-38:21,MAP,71
-38:21,SysABP,96
-38:21,Temp,38
-38:21,Urine,0
-38:21,Urine,220
-38:40,pH,7.47
-38:40,PaCO2,35
-38:40,PaO2,122
-39:51,DiasABP,55
-39:51,HR,128
-39:51,MAP,62
-39:51,SysABP,90
-40:04,BUN,5
-40:04,Creatinine,0.6
-40:04,Glucose,110
-40:04,HCO3,26
-40:04,HCT,25.1
-40:04,Mg,2.1
-40:04,Platelets,156
-40:04,K,3.7
-40:04,Na,144
-40:04,WBC,11
-40:06,DiasABP,65
-40:06,HR,124
-40:06,MAP,78
-40:06,SysABP,101
-40:21,DiasABP,61
-40:21,GCS,8
-40:21,HR,123
-40:21,MAP,74
-40:21,SysABP,97
-40:21,Temp,38.2
-40:21,Urine,140
-40:52,FiO2,0.4
-40:52,MechVent,1
-41:21,DiasABP,53
-41:21,HR,118
-41:21,MAP,66
-41:21,SysABP,86
-41:21,Urine,140
-42:21,DiasABP,79
-42:21,FiO2,0.4
-42:21,GCS,8
-42:21,HR,125
-42:21,MAP,104
-42:21,MechVent,1
-42:21,SysABP,140
-42:21,Urine,400
-42:51,DiasABP,62
-42:51,HR,114
-42:51,MAP,79
-42:51,SysABP,104
-43:21,DiasABP,64
-43:21,HR,116
-43:21,MAP,81
-43:21,SysABP,108
-43:21,Urine,140
-44:21,DiasABP,68
-44:21,GCS,8
-44:21,HR,124
-44:21,MAP,85
-44:21,SysABP,109
-44:21,Urine,120
-44:51,DiasABP,69
-44:51,HR,115
-44:51,MAP,88
-44:51,SysABP,117
-45:06,DiasABP,62
-45:06,HR,111
-45:06,MAP,79
-45:06,SysABP,105
-45:21,DiasABP,63
-45:21,FiO2,0.4
-45:21,HR,107
-45:21,MAP,81
-45:21,MechVent,1
-45:21,SysABP,107
-45:21,Temp,38.8
-45:21,Urine,100
-46:21,DiasABP,65
-46:21,GCS,8
-46:21,HR,98
-46:21,MAP,83
-46:21,SysABP,112
-46:21,Temp,38
-46:21,Urine,80
-46:43,pH,7.39
-46:43,PaCO2,37
-46:43,PaO2,213
-47:11,FiO2,0.4
-47:11,MechVent,1
-47:21,DiasABP,76
-47:21,HR,109
-47:21,MAP,96
-47:21,SysABP,128
-47:21,Urine,60
diff --git a/data/set-a/132732.txt b/data/set-a/132732.txt
deleted file mode 100644
index 0b9416eb3ff1b75726ec8db392fddcb7e86cf1a0..0000000000000000000000000000000000000000
--- a/data/set-a/132732.txt
+++ /dev/null
@@ -1,268 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132732
-00:00,Age,21
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,113.4
-00:37,GCS,15
-00:37,HR,86
-00:37,NIDiasABP,81
-00:37,NIMAP,93
-00:37,NISysABP,135
-00:37,RespRate,23
-00:37,Temp,36.5
-00:52,HR,86
-00:52,NIDiasABP,81
-00:52,NIMAP,93
-00:52,NISysABP,135
-00:52,RespRate,16
-00:52,Weight,113.4
-01:52,HR,87
-01:52,NIDiasABP,81
-01:52,NIMAP,95
-01:52,NISysABP,139
-01:52,RespRate,19
-01:52,Weight,113.4
-02:52,GCS,15
-02:52,HR,62
-02:52,NIDiasABP,81
-02:52,NIMAP,95
-02:52,NISysABP,138
-02:52,RespRate,18
-02:52,Weight,113.4
-03:30,Albumin,4
-03:30,ALP,102
-03:30,ALT,23
-03:30,AST,28
-03:30,Bilirubin,0.3
-03:30,BUN,13
-03:30,Creatinine,0.9
-03:30,Glucose,154
-03:30,HCO3,24
-03:30,HCT,32.9
-03:30,Mg,2.2
-03:30,Platelets,452
-03:30,K,3.9
-03:30,Na,143
-03:30,WBC,7.9
-03:52,HR,57
-03:52,NIDiasABP,80
-03:52,NIMAP,95
-03:52,NISysABP,138
-03:52,RespRate,20
-03:52,Weight,113.4
-04:52,HR,57
-04:52,NIDiasABP,74
-04:52,NIMAP,88
-04:52,NISysABP,133
-04:52,RespRate,20
-04:52,Weight,113.4
-05:52,GCS,15
-05:52,HR,61
-05:52,NIDiasABP,76
-05:52,NIMAP,89
-05:52,NISysABP,135
-05:52,RespRate,20
-05:52,Temp,36.4
-05:52,Weight,113.4
-06:52,HR,70
-06:52,NIDiasABP,85
-06:52,NIMAP,98
-06:52,NISysABP,138
-06:52,RespRate,22
-06:52,Urine,200
-06:52,Weight,113.4
-07:52,HR,79
-07:52,NIDiasABP,91
-07:52,NIMAP,98
-07:52,NISysABP,119
-07:52,RespRate,31
-07:52,Weight,113.4
-08:52,GCS,15
-08:52,HR,56
-08:52,NIDiasABP,87
-08:52,NIMAP,98
-08:52,NISysABP,129
-08:52,RespRate,21
-08:52,Temp,36.4
-08:52,Weight,113.4
-09:52,HR,90
-09:52,NIDiasABP,53
-09:52,NIMAP,72
-09:52,NISysABP,130
-09:52,RespRate,19
-09:52,Urine,150
-09:52,Weight,113.4
-10:52,HR,59
-10:52,NIDiasABP,67
-10:52,NIMAP,80
-10:52,NISysABP,140
-10:52,RespRate,17
-10:52,Weight,113.4
-11:52,HR,83
-11:52,NIDiasABP,50
-11:52,NIMAP,68
-11:52,NISysABP,128
-11:52,RespRate,18
-11:52,Urine,50
-11:52,Weight,113.4
-13:52,HR,52
-13:52,RespRate,18
-13:52,Temp,37
-13:52,Weight,113.4
-14:21,Albumin,3.4
-14:21,ALP,83
-14:21,ALT,17
-14:21,AST,21
-14:21,Bilirubin,0.3
-14:21,BUN,12
-14:21,Creatinine,0.8
-14:21,Glucose,85
-14:21,HCO3,24
-14:21,HCT,31.7
-14:21,Mg,2
-14:21,Platelets,412
-14:21,K,3.1
-14:21,Na,144
-14:21,WBC,9.5
-14:52,HR,63
-14:52,RespRate,18
-14:52,Weight,113.4
-17:52,GCS,15
-17:52,HR,79
-17:52,NIDiasABP,73
-17:52,NIMAP,77
-17:52,NISysABP,91
-17:52,RespRate,17
-17:52,Temp,37.2
-17:52,Weight,113.4
-18:52,HR,60
-18:52,NIDiasABP,68
-18:52,NIMAP,79
-18:52,NISysABP,117
-18:52,RespRate,19
-18:52,Weight,113.4
-19:52,HR,49
-19:52,NIDiasABP,76
-19:52,NIMAP,89
-19:52,NISysABP,126
-19:52,RespRate,18
-19:52,Weight,113.4
-20:52,HR,52
-20:52,NIDiasABP,64
-20:52,NIMAP,77
-20:52,NISysABP,116
-20:52,RespRate,17
-20:52,Weight,113.4
-21:52,GCS,15
-21:52,HR,59
-21:52,NIDiasABP,62
-21:52,NIMAP,87
-21:52,NISysABP,125
-21:52,RespRate,19
-21:52,Weight,113.4
-22:52,HR,85
-22:52,NIDiasABP,89
-22:52,NIMAP,98
-22:52,NISysABP,125
-22:52,RespRate,22
-22:52,Weight,113.4
-23:52,HR,48
-23:52,RespRate,17
-23:52,Weight,113.4
-24:52,HR,57
-24:52,RespRate,20
-24:52,Weight,113.4
-25:22,Albumin,3.6
-25:22,ALP,87
-25:22,ALT,18
-25:22,AST,16
-25:22,Bilirubin,0.4
-25:22,BUN,11
-25:22,Creatinine,0.9
-25:22,Glucose,104
-25:22,HCO3,24
-25:22,HCT,29.7
-25:22,Mg,2.1
-25:22,Platelets,365
-25:22,K,3.4
-25:22,Na,143
-25:22,WBC,7.2
-25:52,HR,44
-25:52,RespRate,18
-25:52,Weight,113.4
-26:52,HR,45
-26:52,NIDiasABP,74
-26:52,NIMAP,78
-26:52,NISysABP,116
-26:52,RespRate,19
-26:52,Temp,37.1
-26:52,Weight,113.4
-27:52,HR,49
-27:52,NIDiasABP,90
-27:52,NIMAP,94
-27:52,NISysABP,110
-27:52,RespRate,19
-27:52,Weight,113.4
-28:52,HR,48
-28:52,RespRate,20
-28:52,Weight,113.4
-29:52,GCS,15
-29:52,HR,45
-29:52,NIDiasABP,78
-29:52,NIMAP,86
-29:52,NISysABP,111
-29:52,RespRate,15
-29:52,Temp,37.1
-29:52,Weight,113.4
-30:52,HR,54
-30:52,RespRate,22
-30:52,Weight,113.4
-31:52,HR,70
-31:52,NIDiasABP,72
-31:52,NIMAP,78
-31:52,NISysABP,118
-31:52,RespRate,24
-31:52,Weight,113.4
-32:52,HR,66
-32:52,RespRate,19
-32:52,Weight,113.4
-33:52,GCS,15
-33:52,HR,64
-33:52,NIDiasABP,76
-33:52,NIMAP,85
-33:52,NISysABP,110
-33:52,RespRate,22
-33:52,Temp,36.9
-33:52,Urine,500
-33:52,Weight,113.4
-37:52,GCS,15
-37:52,HR,68
-37:52,NIDiasABP,72
-37:52,NIMAP,86
-37:52,NISysABP,114
-37:52,RespRate,18
-37:52,Temp,37
-37:52,Weight,113.4
-39:52,HR,64
-39:52,NIDiasABP,75
-39:52,NIMAP,86
-39:52,NISysABP,126
-39:52,Weight,113.4
-41:52,GCS,15
-41:52,HR,57
-41:52,NIDiasABP,63
-41:52,NIMAP,69
-41:52,NISysABP,104
-41:52,RespRate,16
-41:52,Temp,37.2
-41:52,Weight,113.4
-45:52,GCS,15
-45:52,HR,53
-45:52,NIDiasABP,60
-45:52,NIMAP,73
-45:52,NISysABP,103
-45:52,RespRate,18
-45:52,Temp,36.7
-45:52,Weight,113.4
diff --git a/data/set-a/132737.txt b/data/set-a/132737.txt
deleted file mode 100644
index ad4020ec4079bec78f1a541ba2d146ac300e6e5a..0000000000000000000000000000000000000000
--- a/data/set-a/132737.txt
+++ /dev/null
@@ -1,606 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132737
-00:00,Age,64
-00:00,Gender,1
-00:00,Height,162.6
-00:00,ICUType,2
-00:00,Weight,90
-00:16,DiasABP,84
-00:16,HR,74
-00:16,MAP,115
-00:16,SysABP,176
-00:31,DiasABP,85
-00:31,GCS,15
-00:31,HR,74
-00:31,MAP,116
-00:31,SysABP,181
-00:31,Temp,36.4
-01:01,DiasABP,90
-01:01,HR,82
-01:01,MAP,124
-01:01,NIDiasABP,71
-01:01,NISysABP,145
-01:01,SysABP,189
-01:31,DiasABP,86
-01:31,HR,82
-01:31,MAP,117
-01:31,NIDiasABP,71
-01:31,NIMAP,88
-01:31,NISysABP,145
-01:31,SysABP,176
-01:31,Urine,100
-01:36,ALP,67
-01:36,ALT,12
-01:36,AST,17
-01:36,Bilirubin,0.3
-01:36,BUN,20
-01:36,Creatinine,1.5
-01:36,Glucose,121
-01:36,HCO3,26
-01:36,HCT,28.6
-01:36,Mg,1.7
-01:36,Platelets,328
-01:36,K,3.9
-01:36,Na,144
-01:36,TroponinT,0.02
-01:36,WBC,12.4
-01:46,DiasABP,75
-01:46,HR,73
-01:46,MAP,106
-01:46,NIDiasABP,83
-01:46,NIMAP,97
-01:46,NISysABP,143
-01:46,SysABP,171
-02:01,DiasABP,78
-02:01,HR,66
-02:01,MAP,110
-02:01,NIDiasABP,71
-02:01,NIMAP,90
-02:01,NISysABP,143
-02:01,SysABP,178
-02:31,HR,88
-02:31,NIDiasABP,71
-02:31,NIMAP,94
-02:31,NISysABP,159
-02:31,Urine,100
-03:31,DiasABP,110
-03:31,HR,81
-03:31,MAP,125
-03:31,NIDiasABP,74
-03:31,NIMAP,96
-03:31,NISysABP,161
-03:31,SysABP,141
-03:31,Urine,150
-04:16,DiasABP,161
-04:16,HR,85
-04:16,MAP,207
-04:16,NIDiasABP,78
-04:16,NIMAP,92
-04:16,NISysABP,174
-04:16,SysABP,263
-04:31,DiasABP,130
-04:31,FiO2,1
-04:31,HR,93
-04:31,MAP,150
-04:31,MechVent,1
-04:31,NIDiasABP,105
-04:31,NIMAP,127
-04:31,NISysABP,196
-04:31,SysABP,175
-04:31,Urine,150
-04:56,pH,7.24
-04:56,PaCO2,61
-04:56,PaO2,264
-05:01,DiasABP,47
-05:01,HR,67
-05:01,MAP,71
-05:01,NIDiasABP,59
-05:01,NIMAP,69
-05:01,NISysABP,104
-05:01,SysABP,114
-05:01,Urine,100
-05:16,DiasABP,44
-05:16,HR,68
-05:16,MAP,56
-05:16,NIDiasABP,48
-05:16,NIMAP,56
-05:16,NISysABP,83
-05:16,SysABP,84
-05:31,DiasABP,46
-05:31,FiO2,0.5
-05:31,HR,65
-05:31,MAP,57
-05:31,MechVent,1
-05:31,NIDiasABP,47
-05:31,NIMAP,53
-05:31,NISysABP,77
-05:31,SysABP,82
-05:31,Urine,200
-06:01,DiasABP,63
-06:01,HR,59
-06:01,MAP,82
-06:01,NIDiasABP,86
-06:01,NIMAP,92
-06:01,NISysABP,109
-06:01,SysABP,125
-06:17,HCT,31
-06:21,DiasABP,59
-06:21,HR,63
-06:21,MAP,82
-06:21,NIDiasABP,0
-06:21,NIMAP,95
-06:21,NISysABP,0
-06:21,SysABP,131
-06:31,DiasABP,59
-06:31,GCS,3
-06:31,HR,63
-06:31,MAP,78
-06:31,NIDiasABP,0
-06:31,NIMAP,95
-06:31,NISysABP,0
-06:31,SysABP,119
-06:31,Urine,170
-07:07,pH,7.37
-07:07,PaCO2,47
-07:07,PaO2,101
-07:31,DiasABP,57
-07:31,HR,62
-07:31,MAP,79
-07:31,NIDiasABP,63
-07:31,NIMAP,73
-07:31,NISysABP,106
-07:31,SysABP,128
-07:31,Urine,110
-07:46,TroponinT,0.07
-08:07,Lactate,1
-08:31,DiasABP,59
-08:31,HR,60
-08:31,MAP,80
-08:31,NIDiasABP,73
-08:31,NIMAP,86
-08:31,NISysABP,129
-08:31,SysABP,127
-08:31,Urine,170
-09:31,DiasABP,66
-09:31,HR,62
-09:31,MAP,91
-09:31,NIDiasABP,63
-09:31,NIMAP,75
-09:31,NISysABP,111
-09:31,SysABP,145
-09:31,Urine,120
-10:31,DiasABP,66
-10:31,FiO2,0.5
-10:31,GCS,3
-10:31,HR,60
-10:31,MAP,91
-10:31,MechVent,1
-10:31,NIDiasABP,64
-10:31,NIMAP,76
-10:31,NISysABP,112
-10:31,SysABP,146
-10:31,Temp,36.3
-10:31,Urine,110
-10:52,pH,7.5
-10:52,PaCO2,35
-10:52,PaO2,116
-11:31,DiasABP,71
-11:31,FiO2,0.4
-11:31,HR,58
-11:31,MAP,99
-11:31,MechVent,1
-11:31,NIDiasABP,62
-11:31,NIMAP,73
-11:31,NISysABP,107
-11:31,SysABP,161
-11:31,Urine,50
-11:37,BUN,21
-11:37,Creatinine,1.7
-11:37,HCT,29.2
-11:37,Mg,1.5
-11:37,Platelets,349
-11:37,WBC,13.2
-11:52,Lactate,0.6
-12:31,DiasABP,60
-12:31,HR,59
-12:31,MAP,84
-12:31,NIDiasABP,60
-12:31,NIMAP,71
-12:31,NISysABP,109
-12:31,SysABP,137
-12:31,Urine,45
-13:31,DiasABP,52
-13:31,HR,60
-13:31,MAP,71
-13:31,NIDiasABP,55
-13:31,NIMAP,65
-13:31,NISysABP,98
-13:31,SysABP,117
-13:31,Urine,40
-14:26,FiO2,0.4
-14:26,MechVent,1
-14:31,DiasABP,46
-14:31,GCS,3
-14:31,HR,61
-14:31,MAP,62
-14:31,NIDiasABP,46
-14:31,NIMAP,54
-14:31,NISysABP,83
-14:31,SysABP,101
-14:31,Temp,37.6
-14:31,Urine,10
-15:31,DiasABP,56
-15:31,GCS,10
-15:31,HR,57
-15:31,MAP,76
-15:31,NIDiasABP,52
-15:31,NIMAP,64
-15:31,NISysABP,101
-15:31,SysABP,122
-15:31,Urine,10
-16:31,DiasABP,51
-16:31,HR,56
-16:31,MAP,67
-16:31,NIDiasABP,55
-16:31,NIMAP,65
-16:31,NISysABP,98
-16:31,SysABP,106
-16:31,Urine,20
-17:10,pH,7.39
-17:10,PaCO2,43
-17:10,PaO2,108
-17:10,SaO2,97
-17:31,DiasABP,51
-17:31,HR,55
-17:31,MAP,65
-17:31,NIDiasABP,52
-17:31,NIMAP,60
-17:31,NISysABP,86
-17:31,SysABP,100
-17:31,Urine,25
-17:41,FiO2,0.4
-17:41,MechVent,1
-18:31,DiasABP,57
-18:31,GCS,10
-18:31,HR,55
-18:31,MAP,75
-18:31,NIDiasABP,58
-18:31,NIMAP,68
-18:31,NISysABP,101
-18:31,SysABP,118
-18:31,Temp,37.4
-18:31,Urine,15
-19:31,DiasABP,62
-19:31,HR,56
-19:31,MAP,80
-19:31,NIDiasABP,58
-19:31,NIMAP,68
-19:31,NISysABP,100
-19:31,SysABP,126
-19:31,Urine,25
-19:46,DiasABP,62
-19:46,HR,53
-19:46,MAP,82
-19:46,NIDiasABP,72
-19:46,NIMAP,82
-19:46,NISysABP,112
-19:46,SysABP,132
-20:16,DiasABP,61
-20:16,FiO2,0.4
-20:16,HR,53
-20:16,MAP,84
-20:16,MechVent,1
-20:16,NIDiasABP,62
-20:16,NIMAP,73
-20:16,NISysABP,109
-20:16,SysABP,143
-20:31,DiasABP,70
-20:31,HR,50
-20:31,MAP,92
-20:31,SysABP,153
-20:31,Urine,10
-21:28,BUN,24
-21:28,Creatinine,1.9
-21:28,Glucose,98
-21:28,HCO3,27
-21:28,HCT,31.5
-21:28,Mg,1.7
-21:28,K,4
-21:28,Na,146
-21:31,DiasABP,65
-21:31,HR,66
-21:31,MAP,82
-21:31,NIDiasABP,64
-21:31,NIMAP,77
-21:31,NISysABP,120
-21:31,SysABP,125
-21:31,Urine,15
-21:53,pH,7.3
-21:53,PaCO2,51
-21:53,PaO2,101
-21:53,SaO2,96
-22:31,DiasABP,69
-22:31,GCS,8
-22:31,HR,51
-22:31,MAP,89
-22:31,NIDiasABP,63
-22:31,NIMAP,80
-22:31,NISysABP,128
-22:31,SysABP,147
-22:31,Temp,37.6
-22:31,Urine,10
-22:36,FiO2,0.4
-22:36,MechVent,1
-23:12,pH,7.22
-23:12,PaCO2,63
-23:12,PaO2,83
-23:12,SaO2,93
-23:21,FiO2,0.4
-23:21,MechVent,1
-23:31,DiasABP,57
-23:31,HR,59
-23:31,MAP,76
-23:31,NIDiasABP,63
-23:31,NIMAP,77
-23:31,NISysABP,127
-23:31,SysABP,128
-23:31,Urine,18
-24:12,Lactate,0.5
-24:31,DiasABP,60
-24:31,HR,68
-24:31,MAP,81
-24:31,NIDiasABP,65
-24:31,NIMAP,74
-24:31,NISysABP,122
-24:31,SysABP,134
-24:31,Urine,5
-25:00,pH,7.34
-25:00,PaCO2,47
-25:00,PaO2,88
-25:00,SaO2,95
-25:31,DiasABP,52
-25:31,HR,69
-25:31,MAP,69
-25:31,NIDiasABP,58
-25:31,NIMAP,70
-25:31,NISysABP,106
-25:31,SysABP,111
-25:31,Temp,39
-25:31,Urine,50
-26:01,DiasABP,53
-26:01,HR,68
-26:01,MAP,71
-26:01,NIDiasABP,56
-26:01,NIMAP,66
-26:01,NISysABP,105
-26:01,SysABP,114
-26:31,DiasABP,56
-26:31,FiO2,0.4
-26:31,GCS,8
-26:31,HR,67
-26:31,MAP,76
-26:31,MechVent,1
-26:31,NIDiasABP,51
-26:31,NIMAP,64
-26:31,NISysABP,106
-26:31,SysABP,125
-26:31,Temp,39.1
-26:31,Urine,15
-27:31,DiasABP,53
-27:31,HR,65
-27:31,MAP,72
-27:31,SysABP,117
-27:31,Temp,38.6
-27:31,Urine,65
-28:13,pH,7.39
-28:13,PaCO2,46
-28:13,PaO2,117
-28:13,SaO2,97
-28:31,DiasABP,51
-28:31,HR,65
-28:31,MAP,68
-28:31,SysABP,110
-28:31,Temp,38.4
-28:31,Urine,50
-29:31,DiasABP,46
-29:31,HR,62
-29:31,MAP,62
-29:31,SysABP,101
-29:31,Temp,38.1
-29:31,Urine,50
-30:31,DiasABP,49
-30:31,FiO2,0.4
-30:31,GCS,8
-30:31,HR,61
-30:31,MAP,66
-30:31,MechVent,1
-30:31,SysABP,107
-30:31,Temp,37.9
-30:31,Urine,55
-31:31,DiasABP,51
-31:31,HR,61
-31:31,MAP,69
-31:31,SysABP,113
-31:31,Temp,37.8
-31:31,Urine,75
-32:31,DiasABP,57
-32:31,HR,61
-32:31,MAP,79
-32:31,SysABP,130
-32:31,Temp,37.7
-32:31,Urine,240
-33:31,DiasABP,59
-33:31,HR,59
-33:31,MAP,80
-33:31,SysABP,130
-33:31,Temp,37.8
-33:31,Urine,300
-34:09,pH,7.38
-34:09,PaCO2,41
-34:09,PaO2,112
-34:09,SaO2,96
-34:31,DiasABP,59
-34:31,FiO2,0.4
-34:31,GCS,9
-34:31,HR,63
-34:31,MAP,82
-34:31,MechVent,1
-34:31,SysABP,134
-34:31,Temp,37.9
-34:31,Urine,200
-34:49,BUN,27
-34:49,Creatinine,2.3
-34:49,Glucose,95
-34:49,HCO3,26
-34:49,HCT,27.9
-34:49,Mg,1.5
-34:49,Platelets,287
-34:49,K,3.7
-34:49,Na,143
-34:49,WBC,13.2
-35:31,DiasABP,59
-35:31,HR,58
-35:31,MAP,81
-35:31,SysABP,134
-35:31,Temp,38
-35:31,Urine,200
-36:31,DiasABP,55
-36:31,HR,61
-36:31,MAP,78
-36:31,SysABP,132
-36:31,Temp,38
-36:31,Urine,240
-37:31,DiasABP,52
-37:31,HR,63
-37:31,MAP,73
-37:31,SysABP,124
-37:31,Temp,37.9
-37:31,Urine,260
-38:01,DiasABP,62
-38:01,HR,66
-38:01,MAP,88
-38:01,SysABP,145
-38:16,FiO2,0.4
-38:16,MechVent,1
-38:31,DiasABP,57
-38:31,GCS,11
-38:31,HR,61
-38:31,MAP,81
-38:31,SysABP,137
-38:31,Temp,37.9
-38:31,Urine,290
-39:31,DiasABP,58
-39:31,HR,63
-39:31,MAP,81
-39:31,SysABP,132
-39:31,Temp,37.8
-39:31,Urine,150
-40:01,DiasABP,67
-40:01,HR,54
-40:01,MAP,96
-40:01,SysABP,161
-40:31,DiasABP,66
-40:31,HR,61
-40:31,MAP,94
-40:31,SysABP,156
-40:31,Temp,37.8
-40:31,Urine,150
-40:55,pH,7.4
-41:01,DiasABP,67
-41:01,HR,65
-41:01,MAP,95
-41:01,SysABP,155
-41:06,FiO2,0.4
-41:06,MechVent,1
-41:16,DiasABP,72
-41:16,HR,67
-41:16,MAP,107
-41:16,SysABP,181
-41:21,FiO2,0.4
-41:21,MechVent,1
-41:31,DiasABP,60
-41:31,HR,71
-41:31,MAP,84
-41:31,SysABP,136
-41:31,Temp,37.8
-41:31,Urine,160
-42:06,FiO2,0.4
-42:06,MechVent,1
-42:31,DiasABP,65
-42:31,GCS,11
-42:31,HR,68
-42:31,MAP,93
-42:31,SysABP,153
-42:31,Temp,37.6
-42:31,Urine,200
-43:01,DiasABP,72
-43:01,FiO2,0.4
-43:01,HR,69
-43:01,MAP,103
-43:01,MechVent,1
-43:01,SysABP,168
-43:31,DiasABP,77
-43:31,HR,76
-43:31,MAP,107
-43:31,SysABP,171
-43:31,Temp,37.6
-43:31,Urine,200
-43:54,pH,7.33
-43:54,PaCO2,53
-43:54,PaO2,117
-44:01,DiasABP,64
-44:01,HR,74
-44:01,MAP,85
-44:01,SysABP,132
-44:31,DiasABP,71
-44:31,HR,75
-44:31,MAP,95
-44:31,SysABP,149
-44:31,Temp,37.8
-44:31,Urine,180
-45:01,DiasABP,80
-45:01,HR,78
-45:01,MAP,108
-45:01,SysABP,176
-45:06,FiO2,0.4
-45:06,MechVent,1
-45:31,DiasABP,65
-45:31,HR,85
-45:31,MAP,87
-45:31,SysABP,142
-45:31,Temp,38
-45:31,Urine,100
-45:55,pH,7.33
-45:55,PaCO2,52
-45:55,PaO2,101
-46:01,DiasABP,76
-46:01,HR,94
-46:01,MAP,104
-46:01,SysABP,175
-46:11,FiO2,0.4
-46:11,MechVent,1
-46:16,DiasABP,62
-46:16,HR,89
-46:16,MAP,82
-46:16,SysABP,130
-46:31,DiasABP,50
-46:31,GCS,11
-46:31,HR,78
-46:31,MAP,61
-46:31,SysABP,88
-46:31,Temp,37.9
-46:31,Urine,70
-46:46,DiasABP,45
-46:46,HR,71
-46:46,MAP,56
-46:46,SysABP,83
-47:01,DiasABP,47
-47:01,HR,67
-47:01,MAP,61
-47:01,SysABP,91
-47:31,DiasABP,53
-47:31,HR,66
-47:31,MAP,70
-47:31,SysABP,110
-47:31,Temp,38
-47:31,Urine,25
diff --git a/data/set-a/132738.txt b/data/set-a/132738.txt
deleted file mode 100644
index db4f08b1464fa159b696bfc9085a824cf1502137..0000000000000000000000000000000000000000
--- a/data/set-a/132738.txt
+++ /dev/null
@@ -1,395 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132738
-00:00,Age,86
-00:00,Gender,0
-00:00,Height,144.8
-00:00,ICUType,4
-00:00,Weight,101.3
-03:39,FiO2,0.5
-03:39,MechVent,1
-04:09,DiasABP,56
-04:09,HR,55
-04:09,MAP,88
-04:09,SysABP,142
-04:09,Temp,34.4
-04:31,Albumin,1.8
-04:31,ALP,274
-04:31,ALT,263
-04:31,AST,59
-04:31,Bilirubin,2.8
-04:31,BUN,84
-04:31,Creatinine,1.5
-04:31,Glucose,148
-04:31,HCO3,28
-04:31,HCT,38.3
-04:31,Mg,1.9
-04:31,Platelets,109
-04:31,K,3.9
-04:31,Na,147
-04:31,WBC,26.4
-04:37,pH,7.35
-04:37,Lactate,1.2
-04:37,PaCO2,50
-04:37,PaO2,88
-04:39,DiasABP,46
-04:39,GCS,3
-04:39,HR,53
-04:39,MAP,71
-04:39,SysABP,117
-04:39,Urine,34
-05:09,DiasABP,49
-05:09,HR,52
-05:09,MAP,76
-05:09,MechVent,1
-05:09,SysABP,130
-05:39,DiasABP,51
-05:39,HR,51
-05:39,MAP,80
-05:39,SysABP,135
-05:39,Urine,40
-05:49,FiO2,0.5
-05:49,MechVent,1
-06:39,DiasABP,45
-06:39,GCS,3
-06:39,HR,55
-06:39,MAP,68
-06:39,SysABP,116
-06:39,Temp,35.1
-06:39,Urine,60
-07:39,DiasABP,47
-07:39,HR,69
-07:39,MAP,73
-07:39,SysABP,125
-07:39,Urine,60
-08:39,DiasABP,53
-08:39,GCS,7
-08:39,HR,73
-08:39,MAP,82
-08:39,SysABP,134
-08:39,Temp,35.9
-08:39,Urine,50
-09:39,DiasABP,46
-09:39,HR,65
-09:39,MAP,73
-09:39,SysABP,124
-09:39,Temp,36.1
-09:39,Urine,50
-10:06,Albumin,1.6
-10:06,ALP,248
-10:06,ALT,218
-10:06,AST,49
-10:06,Bilirubin,2.4
-10:06,BUN,84
-10:06,Creatinine,1.4
-10:06,Glucose,137
-10:06,HCO3,28
-10:06,HCT,35.4
-10:06,Mg,2.3
-10:06,Platelets,98
-10:06,K,3.8
-10:06,Na,145
-10:06,WBC,24.6
-10:09,FiO2,0.5
-10:09,MechVent,1
-10:35,pH,7.36
-10:35,Lactate,1.1
-10:35,PaCO2,48
-10:35,PaO2,86
-10:39,DiasABP,44
-10:39,GCS,8
-10:39,HR,61
-10:39,MAP,68
-10:39,SysABP,118
-10:39,Urine,30
-11:39,DiasABP,48
-11:39,HR,73
-11:39,MAP,73
-11:39,SysABP,123
-11:39,Temp,36.4
-11:39,Urine,80
-12:39,DiasABP,48
-12:39,GCS,8
-12:39,HR,73
-12:39,MAP,73
-12:39,SysABP,125
-12:39,Urine,80
-13:39,DiasABP,47
-13:39,HR,71
-13:39,MAP,72
-13:39,SysABP,124
-13:39,Urine,40
-14:39,DiasABP,47
-14:39,FiO2,0.5
-14:39,GCS,9
-14:39,HR,74
-14:39,MAP,71
-14:39,MechVent,1
-14:39,SysABP,120
-14:39,Temp,36.1
-14:39,Urine,70
-15:39,DiasABP,46
-15:39,HR,72
-15:39,MAP,70
-15:39,SysABP,120
-15:39,Temp,36.2
-15:39,Urine,60
-16:34,Glucose,85
-16:34,HCT,39
-16:34,Mg,2.3
-16:34,K,4.2
-16:39,DiasABP,49
-16:39,GCS,9
-16:39,HR,76
-16:39,MAP,74
-16:39,SysABP,128
-16:39,Urine,42
-17:39,DiasABP,45
-17:39,FiO2,0.5
-17:39,HR,70
-17:39,MAP,68
-17:39,MechVent,1
-17:39,SysABP,120
-18:39,DiasABP,52
-18:39,GCS,9
-18:39,HR,84
-18:39,MAP,75
-18:39,SysABP,127
-18:39,Urine,60
-19:39,DiasABP,56
-19:39,HR,91
-19:39,MAP,81
-19:39,SysABP,134
-19:39,Urine,60
-20:39,DiasABP,54
-20:39,GCS,9
-20:39,HR,88
-20:39,MAP,78
-20:39,SysABP,127
-20:39,Urine,42
-21:39,DiasABP,54
-21:39,HR,90
-21:39,MAP,79
-21:39,SysABP,129
-21:39,Temp,36.8
-21:40,Albumin,1.7
-21:40,Glucose,99
-21:40,HCT,37.4
-21:40,Mg,2.3
-21:40,TroponinT,0.06
-22:39,DiasABP,49
-22:39,FiO2,0.5
-22:39,GCS,9
-22:39,HR,89
-22:39,MAP,74
-22:39,MechVent,1
-22:39,SysABP,123
-22:39,Urine,80
-23:39,DiasABP,50
-23:39,HR,87
-23:39,MAP,74
-23:39,SysABP,123
-23:39,Urine,50
-24:39,GCS,9
-24:39,Urine,50
-25:39,DiasABP,52
-25:39,HR,89
-25:39,MAP,76
-25:39,SysABP,129
-25:39,Temp,35.8
-25:39,Urine,40
-26:39,DiasABP,57
-26:39,FiO2,0.5
-26:39,GCS,9
-26:39,HR,84
-26:39,MAP,82
-26:39,MechVent,1
-26:39,SysABP,138
-26:39,Urine,90
-26:59,pH,7.39
-26:59,PaCO2,45
-26:59,PaO2,80
-27:39,DiasABP,61
-27:39,HR,92
-27:39,MAP,87
-27:39,SysABP,136
-27:39,Urine,50
-28:39,DiasABP,56
-28:39,GCS,9
-28:39,HR,89
-28:39,MAP,76
-28:39,SysABP,118
-28:39,Urine,40
-29:14,HCT,36.5
-29:39,DiasABP,56
-29:39,HR,89
-29:39,MAP,79
-29:39,SysABP,124
-29:39,Urine,60
-30:39,DiasABP,54
-30:39,FiO2,0.5
-30:39,GCS,9
-30:39,HR,88
-30:39,MAP,74
-30:39,MechVent,1
-30:39,SysABP,116
-30:39,Temp,35.8
-30:39,Urine,50
-31:39,DiasABP,57
-31:39,HR,86
-31:39,MAP,81
-31:39,SysABP,132
-31:39,Urine,60
-32:38,pH,7.42
-32:38,PaCO2,42
-32:38,PaO2,71
-32:39,DiasABP,45
-32:39,FiO2,0.6
-32:39,GCS,9
-32:39,HR,70
-32:39,MAP,60
-32:39,SysABP,100
-32:39,Urine,45
-33:09,DiasABP,42
-33:09,HR,68
-33:09,MAP,57
-33:09,SysABP,95
-33:24,DiasABP,54
-33:24,HR,79
-33:24,MAP,77
-33:24,NIDiasABP,40
-33:24,NIMAP,55
-33:24,NISysABP,104
-33:24,SysABP,132
-33:39,DiasABP,53
-33:39,HR,89
-33:39,MAP,78
-33:39,SysABP,129
-33:39,Urine,30
-34:06,BUN,91
-34:06,Creatinine,1.6
-34:06,Glucose,99
-34:06,HCO3,26
-34:06,HCT,35.8
-34:06,Mg,2.2
-34:06,Platelets,72
-34:06,K,4.2
-34:06,Na,145
-34:06,TroponinT,0.06
-34:06,WBC,33.9
-34:19,pH,7.4
-34:19,PaCO2,46
-34:19,PaO2,87
-34:39,DiasABP,49
-34:39,FiO2,0.6
-34:39,GCS,9
-34:39,HR,74
-34:39,MAP,70
-34:39,MechVent,1
-34:39,SysABP,116
-34:39,Temp,36.6
-34:39,Urine,35
-34:54,DiasABP,44
-34:54,HR,66
-34:54,MAP,62
-34:54,NIDiasABP,39
-34:54,NIMAP,53
-34:54,NISysABP,96
-34:54,SysABP,106
-35:39,DiasABP,51
-35:39,HR,78
-35:39,MAP,75
-35:39,NIDiasABP,48
-35:39,NIMAP,60
-35:39,NISysABP,98
-35:39,SysABP,126
-35:39,Urine,45
-36:39,DiasABP,69
-36:39,GCS,9
-36:39,HR,106
-36:39,MAP,100
-36:39,SysABP,152
-36:39,Temp,37.1
-36:39,Urine,25
-37:39,DiasABP,46
-37:39,HR,78
-37:39,MAP,65
-37:39,SysABP,110
-38:39,DiasABP,57
-38:39,GCS,10
-38:39,HR,96
-38:39,MAP,83
-38:39,SysABP,135
-38:39,Temp,37.6
-38:39,Urine,60
-39:16,FiO2,0.6
-39:16,MechVent,1
-39:39,DiasABP,45
-39:39,HR,79
-39:39,MAP,67
-39:39,SysABP,118
-39:39,Urine,35
-39:39,Weight,101.3
-40:39,DiasABP,38
-40:39,GCS,10
-40:39,HR,69
-40:39,MAP,59
-40:39,SysABP,111
-40:39,Urine,35
-40:39,Weight,101.3
-41:39,DiasABP,52
-41:39,HR,93
-41:39,MAP,80
-41:39,SysABP,137
-41:39,Urine,45
-41:39,Weight,101.3
-42:04,FiO2,0.6
-42:04,MechVent,1
-42:23,pH,7.43
-42:23,PaCO2,40
-42:23,PaO2,84
-42:39,DiasABP,39
-42:39,GCS,10
-42:39,HR,68
-42:39,MAP,58
-42:39,SysABP,109
-42:39,Urine,35
-42:39,Weight,101.3
-43:39,DiasABP,50
-43:39,HR,88
-43:39,MAP,83
-43:39,SysABP,141
-43:39,Urine,40
-43:39,Weight,101.3
-44:39,DiasABP,44
-44:39,GCS,11
-44:39,HR,75
-44:39,MAP,63
-44:39,SysABP,106
-44:39,Urine,60
-44:39,Weight,101.3
-45:39,DiasABP,62
-45:39,HR,85
-45:39,MAP,94
-45:39,MechVent,1
-45:39,SysABP,148
-45:39,Temp,37.1
-45:39,Urine,50
-45:39,Weight,101.3
-46:39,DiasABP,53
-46:39,GCS,11
-46:39,HR,88
-46:39,MAP,80
-46:39,SysABP,131
-46:39,Urine,60
-46:39,Weight,101.3
-47:00,FiO2,0.6
-47:00,MechVent,1
-47:04,HCT,31.9
-47:04,Platelets,63
-47:04,WBC,27.3
-47:39,DiasABP,47
-47:39,HR,73
-47:39,MAP,72
-47:39,SysABP,125
-47:39,Urine,60
-47:39,Weight,101.3
diff --git a/data/set-a/132744.txt b/data/set-a/132744.txt
deleted file mode 100644
index d3e9f5a134d9b91817a1395c74d8de5ab5ea1cb9..0000000000000000000000000000000000000000
--- a/data/set-a/132744.txt
+++ /dev/null
@@ -1,352 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132744
-00:00,Age,70
-00:00,Gender,1
-00:00,Height,170.2
-00:00,ICUType,3
-00:00,Weight,95.3
-00:04,DiasABP,60
-00:04,HR,96
-00:04,MAP,68
-00:04,SysABP,85
-00:09,DiasABP,61
-00:09,HR,97
-00:09,MAP,69
-00:09,SysABP,86
-00:09,Urine,24
-00:14,DiasABP,61
-00:14,HR,96
-00:14,MAP,68
-00:14,SysABP,85
-00:14,Weight,95.3
-00:21,pH,7.36
-00:21,PaCO2,49
-00:21,PaO2,89
-00:59,pH,7.32
-00:59,DiasABP,66
-00:59,FiO2,0.8
-00:59,HR,96
-00:59,MAP,79
-00:59,MechVent,1
-00:59,PaCO2,52
-00:59,PaO2,162
-00:59,SysABP,107
-00:59,Weight,95.3
-02:29,DiasABP,64
-02:29,HR,89
-02:29,MAP,77
-02:29,SysABP,105
-02:29,Urine,100
-02:29,Weight,95.3
-02:37,pH,7.37
-02:37,PaCO2,44
-02:37,PaO2,112
-02:59,DiasABP,66
-02:59,HR,88
-02:59,MAP,79
-02:59,SysABP,108
-02:59,Weight,95.3
-03:59,DiasABP,65
-03:59,FiO2,0.6
-03:59,GCS,3
-03:59,HR,86
-03:59,MAP,78
-03:59,MechVent,1
-03:59,SysABP,106
-03:59,Temp,37.2
-03:59,Urine,320
-03:59,Weight,95.3
-05:29,DiasABP,61
-05:29,HR,85
-05:29,MAP,73
-05:29,SysABP,101
-05:29,Urine,70
-05:29,Weight,95.3
-05:47,pH,7.39
-05:47,PaCO2,45
-05:47,PaO2,102
-05:59,Urine,30
-06:29,DiasABP,64
-06:29,HR,85
-06:29,MAP,76
-06:29,SysABP,105
-06:29,Weight,95.3
-06:59,DiasABP,63
-06:59,FiO2,0.6
-06:59,HR,85
-06:59,MAP,75
-06:59,MechVent,1
-06:59,SysABP,105
-06:59,Weight,95.3
-07:59,DiasABP,65
-07:59,GCS,3
-07:59,HR,84
-07:59,MAP,78
-07:59,SysABP,108
-07:59,Temp,37.2
-07:59,Urine,50
-07:59,Weight,95.3
-08:59,DiasABP,65
-08:59,HR,83
-08:59,MAP,78
-08:59,SysABP,109
-08:59,Urine,60
-08:59,Weight,95.3
-09:59,HR,84
-09:59,MAP,92
-09:59,Urine,10
-09:59,Weight,95.3
-10:59,FiO2,0.6
-10:59,MechVent,1
-11:59,DiasABP,56
-11:59,GCS,3
-11:59,HR,90
-11:59,MAP,71
-11:59,SysABP,107
-11:59,Temp,37.3
-11:59,Urine,20
-11:59,Weight,95.3
-12:59,DiasABP,62
-12:59,HR,85
-12:59,MAP,75
-12:59,SysABP,110
-12:59,Urine,28
-12:59,Weight,95.3
-13:59,DiasABP,62
-13:59,HR,87
-13:59,MAP,76
-13:59,SysABP,110
-13:59,Urine,10
-13:59,Weight,95.3
-14:59,DiasABP,59
-14:59,HR,93
-14:59,MAP,73
-14:59,SysABP,110
-14:59,Urine,5
-14:59,Weight,95.3
-15:59,DiasABP,58
-15:59,FiO2,0.6
-15:59,GCS,3
-15:59,HR,87
-15:59,MAP,72
-15:59,MechVent,1
-15:59,SysABP,106
-15:59,Temp,37.1
-15:59,Urine,20
-15:59,Weight,95.3
-16:59,DiasABP,65
-16:59,HR,86
-16:59,MAP,80
-16:59,SysABP,118
-16:59,Urine,30
-16:59,Weight,95.3
-17:59,DiasABP,56
-17:59,HR,90
-17:59,MAP,70
-17:59,SysABP,106
-17:59,Urine,35
-17:59,Weight,95.3
-18:59,DiasABP,74
-18:59,HR,95
-18:59,MAP,91
-18:59,SysABP,137
-18:59,Urine,10
-18:59,Weight,95.3
-19:39,FiO2,0.6
-19:39,MechVent,1
-19:59,DiasABP,70
-19:59,FiO2,0.6
-19:59,GCS,3
-19:59,HR,99
-19:59,MAP,89
-19:59,MechVent,1
-19:59,SysABP,138
-19:59,Temp,38
-19:59,Urine,400
-19:59,Weight,95.3
-20:59,DiasABP,68
-20:59,HR,101
-20:59,MAP,86
-20:59,SysABP,133
-20:59,Urine,900
-20:59,Weight,95.3
-21:59,DiasABP,69
-21:59,HR,99
-21:59,MAP,87
-21:59,SysABP,132
-21:59,Urine,300
-21:59,Weight,95.3
-22:59,DiasABP,70
-22:59,HR,96
-22:59,MAP,86
-22:59,SysABP,126
-22:59,Urine,140
-22:59,Weight,95.3
-23:59,DiasABP,66
-23:59,GCS,3
-23:59,HR,90
-23:59,MAP,81
-23:59,SysABP,117
-23:59,Urine,100
-23:59,Weight,95.3
-24:34,FiO2,0.6
-24:34,MechVent,1
-24:59,DiasABP,66
-24:59,HR,91
-24:59,MAP,81
-24:59,SysABP,115
-24:59,Urine,50
-24:59,Weight,95.3
-25:59,DiasABP,68
-25:59,HR,93
-25:59,MAP,84
-25:59,SysABP,119
-25:59,Urine,50
-25:59,Weight,95.3
-26:59,DiasABP,69
-26:59,HR,92
-26:59,MAP,85
-26:59,SysABP,120
-26:59,Urine,50
-26:59,Weight,95.3
-27:59,DiasABP,71
-27:59,HR,92
-27:59,MAP,87
-27:59,SysABP,124
-27:59,Temp,38.1
-27:59,Urine,50
-27:59,Weight,95.3
-28:14,FiO2,0.6
-28:14,MechVent,1
-28:59,DiasABP,71
-28:59,HR,97
-28:59,MAP,88
-28:59,SysABP,124
-28:59,Urine,80
-28:59,Weight,95.3
-29:59,DiasABP,71
-29:59,HR,96
-29:59,MAP,88
-29:59,SysABP,125
-29:59,Urine,30
-29:59,Weight,95.3
-31:47,pH,7.39
-31:47,PaCO2,50
-31:47,PaO2,127
-31:59,DiasABP,72
-31:59,FiO2,0.6
-31:59,GCS,3
-31:59,HR,97
-31:59,MAP,86
-31:59,MechVent,1
-31:59,SysABP,117
-31:59,Temp,38.1
-31:59,Urine,100
-31:59,Weight,95.3
-32:59,DiasABP,77
-32:59,HR,99
-32:59,MAP,94
-32:59,SysABP,133
-32:59,Urine,32
-32:59,Weight,95.3
-33:59,DiasABP,77
-33:59,HR,96
-33:59,MAP,94
-33:59,SysABP,133
-33:59,Urine,30
-33:59,Weight,95.3
-35:37,FiO2,0.6
-35:37,MechVent,1
-35:59,DiasABP,77
-35:59,GCS,3
-35:59,HR,104
-35:59,MAP,93
-35:59,SysABP,129
-35:59,Urine,40
-35:59,Weight,95.3
-36:59,DiasABP,77
-36:59,HR,107
-36:59,MAP,95
-36:59,SysABP,134
-36:59,Temp,37.8
-36:59,Urine,50
-36:59,Weight,95.3
-37:59,DiasABP,78
-37:59,HR,106
-37:59,MAP,94
-37:59,SysABP,130
-37:59,Urine,60
-37:59,Weight,95.3
-38:59,DiasABP,75
-38:59,HR,98
-38:59,MAP,91
-38:59,SysABP,126
-38:59,Urine,50
-38:59,Weight,95.3
-39:59,DiasABP,76
-39:59,FiO2,0.6
-39:59,GCS,3
-39:59,HR,98
-39:59,MAP,92
-39:59,MechVent,1
-39:59,SysABP,126
-39:59,Temp,37.8
-39:59,Urine,30
-39:59,Weight,95.3
-40:59,DiasABP,74
-40:59,HR,97
-40:59,MAP,90
-40:59,SysABP,126
-40:59,Urine,40
-40:59,Weight,95.3
-41:29,DiasABP,78
-41:29,HR,99
-41:29,MAP,95
-41:29,SysABP,133
-41:29,Weight,95.3
-41:59,DiasABP,77
-41:59,HR,100
-41:59,MAP,95
-41:59,SysABP,138
-41:59,Urine,40
-41:59,Weight,95.3
-42:59,DiasABP,78
-42:59,HR,104
-42:59,MAP,98
-42:59,SysABP,143
-42:59,Weight,95.3
-43:59,DiasABP,78
-43:59,FiO2,0.6
-43:59,GCS,3
-43:59,HR,101
-43:59,MAP,96
-43:59,MechVent,1
-43:59,SysABP,138
-43:59,Temp,38.7
-43:59,Urine,80
-43:59,Weight,95.3
-44:59,DiasABP,73
-44:59,HR,104
-44:59,MAP,91
-44:59,SysABP,133
-44:59,Urine,20
-44:59,Weight,95.3
-45:59,DiasABP,74
-45:59,HR,103
-45:59,MAP,94
-45:59,SysABP,139
-45:59,Urine,45
-45:59,Weight,95.3
-46:59,DiasABP,76
-46:59,HR,103
-46:59,MAP,96
-46:59,SysABP,144
-46:59,Urine,5
-46:59,Weight,95.3
-47:59,DiasABP,79
-47:59,GCS,10
-47:59,HR,108
-47:59,MAP,95
-47:59,SysABP,134
-47:59,Temp,37.3
-47:59,Urine,60
diff --git a/data/set-a/132745.txt b/data/set-a/132745.txt
deleted file mode 100644
index acec15998bb67901b3237ac5b7f205ab34612cdb..0000000000000000000000000000000000000000
--- a/data/set-a/132745.txt
+++ /dev/null
@@ -1,474 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132745
-00:00,Age,43
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,97.2
-02:51,FiO2,0.5
-02:51,HR,84
-02:51,MechVent,1
-02:51,NIDiasABP,77
-02:51,NIMAP,89
-02:51,NISysABP,113
-02:51,Temp,36.4
-02:51,Urine,600
-02:51,Weight,97.2
-02:59,pH,7.37
-03:06,HR,81
-03:06,NIDiasABP,59
-03:06,NIMAP,77.33
-03:06,NISysABP,114
-03:06,Weight,97.2
-03:21,DiasABP,65
-03:21,FiO2,0.5
-03:21,HR,88
-03:21,MAP,82
-03:21,MechVent,1
-03:21,NIDiasABP,62
-03:21,NIMAP,77.67
-03:21,NISysABP,109
-03:21,SysABP,108
-03:21,Urine,60
-03:21,Weight,97.2
-03:36,DiasABP,64
-03:36,HR,86
-03:36,MAP,81
-03:36,SysABP,114
-03:36,Weight,97.2
-03:51,DiasABP,70
-03:51,HR,85
-03:51,MAP,90
-03:51,SysABP,126
-03:51,Weight,97.2
-03:52,ALP,56
-03:52,ALT,69
-03:52,AST,83
-03:52,Bilirubin,0.3
-03:52,Mg,1.7
-03:52,Na,147
-04:06,DiasABP,73
-04:06,HR,85
-04:06,MAP,93
-04:06,SysABP,128
-04:06,Weight,97.2
-04:16,pH,7.42
-04:16,PaCO2,46
-04:16,PaO2,107
-04:16,SaO2,98
-04:21,DiasABP,73
-04:21,HR,84
-04:21,MAP,93
-04:21,SysABP,129
-04:21,Weight,97.2
-05:16,Lactate,3.3
-05:21,DiasABP,62
-05:21,GCS,7
-05:21,HR,78
-05:21,MAP,80
-05:21,SysABP,120
-05:21,Urine,60
-05:21,Weight,97.2
-05:41,FiO2,0.5
-05:41,MechVent,1
-06:21,DiasABP,68
-06:21,HR,83
-06:21,MAP,86
-06:21,SysABP,124
-06:21,Urine,60
-06:21,Weight,97.2
-06:52,pH,7.41
-06:52,PaCO2,44
-06:52,PaO2,142
-06:52,SaO2,98
-07:21,DiasABP,72
-07:21,GCS,7
-07:21,HR,84
-07:21,MAP,90
-07:21,SysABP,129
-07:21,Temp,36.7
-07:21,Urine,60
-07:21,Weight,97.2
-07:35,Albumin,3.4
-07:35,ALP,56
-07:35,ALT,67
-07:35,AST,74
-07:35,Bilirubin,0.4
-07:35,BUN,7
-07:35,Creatinine,0.6
-07:35,Glucose,94
-07:35,HCO3,27
-07:35,HCT,38.9
-07:35,Mg,1.7
-07:35,Platelets,159
-07:35,K,3.6
-07:35,Na,144
-07:35,WBC,8
-07:51,Urine,100
-07:52,Lactate,2.8
-09:21,DiasABP,62
-09:21,FiO2,0.5
-09:21,HR,81
-09:21,MAP,81
-09:21,MechVent,1
-09:21,SysABP,115
-09:21,Urine,170
-09:21,Weight,97.2
-10:21,DiasABP,60
-10:21,GCS,7
-10:21,HR,87
-10:21,MAP,78
-10:21,SysABP,112
-10:21,Weight,97.2
-11:21,DiasABP,58
-11:21,HR,86
-11:21,MAP,75
-11:21,SysABP,107
-11:21,Urine,230
-11:21,Weight,97.2
-13:10,pH,7.39
-13:21,DiasABP,58
-13:21,FiO2,0.5
-13:21,HR,84
-13:21,MAP,74
-13:21,MechVent,1
-13:21,SysABP,107
-13:21,Temp,36.5
-13:21,Urine,100
-13:21,Weight,97.2
-13:54,BUN,5
-13:54,Creatinine,0.6
-13:54,Glucose,105
-13:54,HCO3,26
-13:54,Mg,2.3
-13:54,K,3.7
-13:54,Na,143
-14:21,DiasABP,48
-14:21,GCS,7
-14:21,HR,83
-14:21,MAP,62
-14:21,SysABP,89
-14:21,Urine,70
-14:21,Weight,97.2
-14:51,Temp,37.1
-15:21,DiasABP,61
-15:21,HR,83
-15:21,MAP,78
-15:21,SysABP,112
-15:21,Urine,30
-15:21,Weight,97.2
-16:21,DiasABP,61
-16:21,HR,85
-16:21,MAP,79
-16:21,SysABP,117
-16:21,Urine,100
-16:21,Weight,97.2
-17:21,DiasABP,76
-17:21,GCS,7
-17:21,HR,87
-17:21,MAP,96
-17:21,SysABP,141
-17:21,Temp,36.9
-17:21,Urine,70
-17:21,Weight,97.2
-17:36,DiasABP,93
-17:36,HR,106
-17:36,MAP,117
-17:36,SysABP,159
-17:36,Weight,97.2
-17:51,DiasABP,93
-17:51,HR,110
-17:51,MAP,115
-17:51,SysABP,160
-17:51,Weight,97.2
-18:06,DiasABP,91
-18:06,HR,109
-18:06,MAP,114
-18:06,SysABP,162
-18:06,Weight,97.2
-18:21,DiasABP,78
-18:21,FiO2,0.5
-18:21,HR,95
-18:21,MAP,95
-18:21,MechVent,1
-18:21,SysABP,133
-18:21,Urine,110
-18:21,Weight,97.2
-18:36,pH,7.43
-18:36,PaCO2,40
-18:36,PaO2,101
-19:01,DiasABP,100
-19:01,HR,110
-19:01,MAP,127
-19:01,SysABP,185
-19:01,Temp,38.2
-19:01,Weight,97.2
-19:21,DiasABP,89
-19:21,HR,103
-19:21,MAP,112
-19:21,SysABP,168
-19:21,Urine,160
-19:21,Weight,97.2
-19:30,pH,7.41
-19:30,PaCO2,41
-19:30,PaO2,103
-19:34,ALP,58
-19:34,ALT,57
-19:34,AST,52
-19:34,Bilirubin,0.4
-19:34,BUN,4
-19:34,Creatinine,0.7
-19:34,Glucose,102
-19:34,HCO3,25
-19:34,HCT,38.3
-19:34,Mg,2.1
-19:34,Platelets,139
-19:34,K,3.9
-19:34,Na,143
-19:34,WBC,7.1
-19:51,DiasABP,98
-19:51,HR,106
-19:51,MAP,113
-19:51,SysABP,140
-19:51,Weight,97.2
-20:21,DiasABP,84
-20:21,HR,106
-20:21,MAP,107
-20:21,SysABP,165
-20:21,Urine,140
-20:21,Weight,97.2
-20:30,Lactate,1.8
-21:21,DiasABP,86
-21:21,GCS,6
-21:21,HR,105
-21:21,MAP,109
-21:21,SysABP,167
-21:21,Temp,39.9
-21:21,Urine,80
-21:21,Weight,97.2
-21:31,FiO2,0.5
-21:31,MechVent,1
-22:21,DiasABP,80
-22:21,HR,107
-22:21,MAP,102
-22:21,SysABP,156
-22:21,Urine,80
-22:21,Weight,97.2
-23:21,DiasABP,78
-23:21,HR,105
-23:21,MAP,98
-23:21,SysABP,150
-23:21,Temp,38.8
-23:21,Urine,80
-23:21,Weight,97.2
-24:21,DiasABP,90
-24:21,HR,99
-24:21,MAP,108
-24:21,SysABP,139
-24:21,Urine,80
-24:21,Weight,97.2
-25:21,DiasABP,74
-25:21,GCS,6
-25:21,HR,103
-25:21,MAP,94
-25:21,SysABP,137
-25:21,Temp,39
-25:21,Urine,110
-25:21,Weight,97.2
-25:41,FiO2,0.5
-25:41,MechVent,1
-26:21,DiasABP,68
-26:21,HR,109
-26:21,MAP,88
-26:21,SysABP,133
-26:21,Urine,50
-26:21,Weight,97.2
-27:21,DiasABP,82
-27:21,HR,101
-27:21,MAP,104
-27:21,SysABP,162
-27:21,Temp,39.2
-27:21,Urine,110
-27:21,Weight,97.2
-28:21,DiasABP,96
-28:21,HR,109
-28:21,MAP,122
-28:21,SysABP,181
-28:21,Urine,120
-28:21,Weight,97.2
-29:21,DiasABP,86
-29:21,GCS,6
-29:21,HR,94
-29:21,MAP,107
-29:21,SysABP,162
-29:21,Temp,38.8
-29:21,Urine,200
-29:21,Weight,97.2
-29:41,FiO2,0.5
-29:41,MechVent,1
-29:46,pH,7.43
-29:46,PaCO2,39
-29:46,PaO2,131
-30:21,DiasABP,103
-30:21,HR,108
-30:21,MAP,130
-30:21,SysABP,184
-30:21,Urine,180
-30:21,Weight,97.2
-30:33,BUN,4
-30:33,Creatinine,0.6
-30:33,Glucose,114
-30:33,HCO3,25
-30:33,HCT,39.3
-30:33,Mg,2
-30:33,Platelets,123
-30:33,K,3.2
-30:33,Na,140
-30:33,WBC,12.4
-31:21,DiasABP,83
-31:21,HR,95
-31:21,MAP,104
-31:21,SysABP,155
-31:21,Temp,38.7
-31:21,Urine,200
-31:21,Weight,97.2
-31:46,DiasABP,112
-31:46,HR,112
-31:46,MAP,142
-31:46,SysABP,200
-31:46,Weight,97.2
-32:21,DiasABP,74
-32:21,HR,102
-32:21,MAP,94
-32:21,SysABP,145
-32:21,Urine,140
-32:21,Weight,97.2
-33:21,DiasABP,85
-33:21,FiO2,0.5
-33:21,GCS,6
-33:21,HR,104
-33:21,MAP,106
-33:21,MechVent,1
-33:21,SysABP,165
-33:21,Temp,38.8
-33:21,Urine,140
-33:21,Weight,97.2
-34:21,DiasABP,94
-34:21,HR,110
-34:21,MAP,119
-34:21,SysABP,183
-34:21,Urine,160
-34:21,Weight,97.2
-35:21,DiasABP,74
-35:21,HR,112
-35:21,MAP,96
-35:21,SysABP,143
-35:21,Urine,80
-35:21,Weight,97.2
-36:21,DiasABP,75
-36:21,HR,115
-36:21,MAP,98
-36:21,SysABP,152
-36:21,Urine,80
-36:21,Weight,97.2
-37:21,DiasABP,76
-37:21,FiO2,0.5
-37:21,GCS,6
-37:21,HR,114
-37:21,MAP,98
-37:21,MechVent,1
-37:21,SysABP,149
-37:21,Temp,39.6
-37:21,Urine,85
-37:21,Weight,97.2
-38:21,DiasABP,83
-38:21,HR,108
-38:21,MAP,105
-38:21,SysABP,161
-38:21,Urine,120
-38:21,Weight,97.2
-39:21,DiasABP,93
-39:21,HR,110
-39:21,MAP,115
-39:21,SysABP,167
-39:21,Temp,38.9
-39:21,Urine,120
-39:21,Weight,97.2
-40:21,DiasABP,85
-40:21,HR,105
-40:21,MAP,105
-40:21,SysABP,148
-40:21,Urine,400
-40:21,Weight,97.2
-41:21,Albumin,3.2
-41:21,ALP,62
-41:21,ALT,43
-41:21,AST,38
-41:21,Bilirubin,0.8
-41:21,DiasABP,92
-41:21,FiO2,0.5
-41:21,GCS,6
-41:21,HCT,41.1
-41:21,HR,106
-41:21,MAP,115
-41:21,MechVent,1
-41:21,Platelets,110
-41:21,K,3.6
-41:21,SysABP,176
-41:21,Temp,38.7
-41:21,Urine,140
-41:21,WBC,12.1
-41:21,Weight,97.2
-42:21,DiasABP,100
-42:21,HR,108
-42:21,MAP,123
-42:21,SysABP,179
-42:21,Urine,225
-42:21,Weight,97.2
-42:51,DiasABP,92
-42:51,SysABP,172
-43:21,DiasABP,89
-43:21,HR,103
-43:21,MAP,111
-43:21,SysABP,166
-43:21,Urine,200
-43:21,Weight,97.2
-43:51,DiasABP,97
-43:51,HR,111
-43:51,MAP,125
-43:51,SysABP,186
-43:51,Weight,97.2
-44:06,DiasABP,96
-44:06,HR,115
-44:06,MAP,121
-44:06,SysABP,179
-44:06,Weight,97.2
-44:21,DiasABP,78
-44:21,HR,109
-44:21,MAP,99
-44:21,SysABP,151
-44:21,Temp,37.6
-44:21,Urine,260
-44:21,Weight,97.2
-45:21,DiasABP,63
-45:21,GCS,6
-45:21,HR,97
-45:21,MAP,79
-45:21,SysABP,111
-45:21,Temp,37.7
-45:21,Urine,220
-45:21,Weight,97.2
-45:36,FiO2,0.5
-45:36,MechVent,1
-46:21,DiasABP,68
-46:21,HR,93
-46:21,MAP,86
-46:21,SysABP,125
-46:21,Urine,360
-46:21,Weight,97.2
-47:21,DiasABP,72
-47:21,HR,93
-47:21,MAP,92
-47:21,SysABP,134
-47:21,Urine,300
-47:21,Weight,97.2
diff --git a/data/set-a/132747.txt b/data/set-a/132747.txt
deleted file mode 100644
index 9fa64c5b9ec1f27ab58c8f1161d2b4e403ea14d3..0000000000000000000000000000000000000000
--- a/data/set-a/132747.txt
+++ /dev/null
@@ -1,317 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132747
-00:00,Age,73
-00:00,Gender,1
-00:00,Height,165.1
-00:00,ICUType,4
-00:00,Weight,72.8
-01:00,GCS,15
-01:00,HR,82
-01:00,NIDiasABP,92
-01:00,NIMAP,118
-01:00,NISysABP,170
-01:00,Temp,37.1
-02:00,NIDiasABP,84
-02:00,NIMAP,112.7
-02:00,NISysABP,170
-02:00,Urine,150
-02:30,GCS,15
-02:30,HR,85
-02:30,NIDiasABP,93
-02:30,NIMAP,113
-02:30,NISysABP,153
-02:30,Urine,150
-03:00,HR,73
-03:00,NIDiasABP,68
-03:00,NIMAP,90.33
-03:00,NISysABP,135
-03:30,HR,71
-03:30,NIDiasABP,65
-03:30,NIMAP,87
-03:30,NISysABP,131
-04:00,DiasABP,80
-04:00,GCS,15
-04:00,HR,69
-04:00,MAP,106
-04:00,NIDiasABP,69
-04:00,NIMAP,88
-04:00,NISysABP,126
-04:00,SysABP,154
-04:30,DiasABP,67
-04:30,GCS,15
-04:30,HR,65
-04:30,MAP,87
-04:30,SysABP,128
-04:30,Temp,35.6
-05:30,DiasABP,67
-05:30,HR,66
-05:30,MAP,86
-05:30,SysABP,126
-06:00,SysABP,140
-06:30,SysABP,136
-06:45,DiasABP,98
-06:45,HR,83
-06:45,MAP,158
-06:45,SysABP,190
-07:00,DiasABP,82
-07:00,HR,74
-07:00,MAP,108
-07:00,SysABP,150
-07:30,DiasABP,68
-07:30,GCS,15
-07:30,HR,69
-07:30,MAP,81
-07:30,SysABP,101
-07:30,Urine,200
-08:30,DiasABP,64
-08:30,HR,66
-08:30,MAP,85
-08:30,SysABP,127
-08:30,Temp,35.6
-08:30,Urine,200
-09:30,DiasABP,96
-09:30,HR,78
-09:30,MAP,128
-09:30,SysABP,173
-10:00,DiasABP,74
-10:00,HR,75
-10:00,MAP,163
-10:00,SysABP,156
-10:30,DiasABP,95
-10:30,GCS,13
-10:30,HR,76
-10:30,MAP,128
-10:30,SysABP,180
-11:30,DiasABP,70
-11:30,HR,72
-11:30,SysABP,146
-11:30,Urine,100
-12:30,DiasABP,66
-12:30,GCS,14
-12:30,HR,75
-12:30,MAP,208
-12:30,SysABP,120
-12:30,Urine,500
-13:30,DiasABP,66
-13:30,GCS,14
-13:30,HR,69
-13:30,MAP,89
-13:30,SysABP,129
-13:30,Urine,50
-14:30,DiasABP,68
-14:30,GCS,14
-14:30,HR,66
-14:30,MAP,92
-14:30,SysABP,133
-14:30,Urine,50
-15:30,DiasABP,83
-15:30,GCS,14
-15:30,HR,70
-15:30,MAP,115
-15:30,SysABP,167
-15:30,Urine,70
-16:30,DiasABP,63
-16:30,GCS,14
-16:30,HR,71
-16:30,MAP,84
-16:30,SysABP,120
-16:30,Temp,36.2
-16:30,Urine,140
-17:30,DiasABP,73
-17:30,GCS,14
-17:30,HR,69
-17:30,MAP,102
-17:30,SysABP,152
-17:30,Urine,80
-18:30,BUN,22
-18:30,Creatinine,1.7
-18:30,DiasABP,75
-18:30,GCS,14
-18:30,Glucose,148
-18:30,HCO3,19
-18:30,HCT,37.1
-18:30,HR,74
-18:30,Mg,1.9
-18:30,MAP,103
-18:30,Platelets,119
-18:30,K,3.9
-18:30,Na,143
-18:30,SysABP,148
-18:30,Urine,80
-18:30,WBC,13.9
-20:30,DiasABP,63
-20:30,GCS,13
-20:30,HR,66
-20:30,MAP,85
-20:30,SysABP,126
-20:30,Temp,35.1
-20:30,Urine,120
-21:30,DiasABP,65
-21:30,HR,67
-21:30,MAP,90
-21:30,SysABP,133
-22:20,BUN,21
-22:20,Creatinine,1.7
-22:20,Glucose,147
-22:20,HCO3,21
-22:20,HCT,37.5
-22:20,Mg,1.9
-22:20,Platelets,121
-22:20,K,4
-22:20,Na,141
-22:20,WBC,13.5
-22:30,DiasABP,60
-22:30,HR,67
-22:30,MAP,81
-22:30,SysABP,123
-23:30,DiasABP,73
-23:30,HR,73
-23:30,MAP,102
-23:30,SysABP,142
-24:30,DiasABP,74
-24:30,GCS,13
-24:30,HR,77
-24:30,MAP,104
-24:30,SysABP,150
-24:30,Temp,35.7
-24:30,Urine,125
-25:30,DiasABP,90
-25:30,HR,77
-25:30,MAP,198
-25:30,SysABP,179
-26:30,DiasABP,64
-26:30,HR,76
-26:30,MAP,88
-26:30,SysABP,132
-26:30,Urine,110
-27:30,DiasABP,69
-27:30,HR,78
-27:30,MAP,104
-27:30,SysABP,145
-28:30,DiasABP,66
-28:30,GCS,14
-28:30,HR,75
-28:30,MAP,87
-28:30,SysABP,132
-28:30,Temp,36.1
-28:30,Urine,115
-29:30,DiasABP,83
-29:30,HR,95
-29:30,MAP,117
-29:30,SysABP,167
-30:30,DiasABP,76
-30:30,HR,81
-30:30,MAP,106
-30:30,SysABP,154
-30:30,Urine,115
-32:00,DiasABP,71
-32:00,HR,82
-32:00,MAP,100
-32:00,NIDiasABP,66
-32:00,NIMAP,96
-32:00,NISysABP,156
-32:00,SysABP,157
-32:30,DiasABP,171
-32:30,GCS,13
-32:30,HR,89
-32:30,MAP,172
-32:30,SysABP,174
-32:30,Urine,115
-33:30,DiasABP,77
-33:30,HR,84
-33:30,MAP,110
-33:30,SysABP,170
-33:30,Temp,36.1
-34:30,DiasABP,88
-34:30,HR,96
-34:30,MAP,123
-34:30,SysABP,179
-34:30,Urine,335
-35:30,DiasABP,82
-35:30,HR,86
-35:30,MAP,132
-35:30,SysABP,167
-36:30,DiasABP,97
-36:30,GCS,14
-36:30,HR,95
-36:30,MAP,137
-36:30,SysABP,174
-36:30,Urine,210
-37:00,DiasABP,72
-37:00,HR,92
-37:00,MAP,104
-37:00,SysABP,161
-37:30,DiasABP,66
-37:30,HR,85
-37:30,MAP,97
-37:30,SysABP,155
-38:00,DiasABP,87
-38:00,HR,90
-38:00,MAP,172
-38:00,SysABP,170
-38:30,DiasABP,79
-38:30,HR,76
-38:30,MAP,91
-38:30,SysABP,118
-38:30,Urine,125
-39:30,DiasABP,79
-39:30,HR,86
-39:30,MAP,115
-39:30,SysABP,168
-40:00,DiasABP,50
-40:00,HR,80
-40:00,MAP,75
-40:00,SysABP,122
-40:30,DiasABP,48
-40:30,GCS,13
-40:30,HR,78
-40:30,MAP,72
-40:30,SysABP,118
-40:30,Temp,36.7
-40:30,Urine,150
-40:55,pH,7.43
-40:55,PaCO2,33
-40:55,PaO2,76
-41:30,BUN,20
-41:30,Creatinine,1.7
-41:30,DiasABP,70
-41:30,Glucose,141
-41:30,HCO3,18
-41:30,HCT,36
-41:30,HR,80
-41:30,Mg,1.7
-41:30,MAP,98
-41:30,Platelets,126
-41:30,K,3.7
-41:30,Na,141
-41:30,SysABP,148
-41:30,WBC,12.6
-44:30,DiasABP,64
-44:30,GCS,14
-44:30,HR,81
-44:30,MAP,87
-44:30,NIDiasABP,68
-44:30,NIMAP,88
-44:30,NISysABP,128
-44:30,SysABP,132
-44:30,Temp,36.6
-44:30,Urine,240
-45:30,DiasABP,0
-45:30,HR,83
-45:30,MAP,236
-45:30,NIDiasABP,58
-45:30,NIMAP,93
-45:30,NISysABP,163
-45:30,SysABP,0
-46:30,DiasABP,81
-46:30,HR,77
-46:30,MAP,94
-46:30,NIDiasABP,69
-46:30,NIMAP,88.67
-46:30,NISysABP,128
-46:30,SysABP,105
-46:30,Urine,140
-47:30,HR,88
-47:30,NIDiasABP,69
-47:30,NIMAP,91.33
-47:30,NISysABP,136
diff --git a/data/set-a/132758.txt b/data/set-a/132758.txt
deleted file mode 100644
index 8c7080a30b0e5244c4ce8cc2917a9347fc511257..0000000000000000000000000000000000000000
--- a/data/set-a/132758.txt
+++ /dev/null
@@ -1,510 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132758
-00:00,Age,87
-00:00,Gender,1
-00:00,Height,182.9
-00:00,ICUType,1
-00:00,Weight,75
-00:16,Albumin,3.5
-00:16,ALP,76
-00:16,ALT,17
-00:16,AST,18
-00:16,Bilirubin,0.6
-00:16,BUN,14
-00:16,Cholesterol,92
-00:16,Creatinine,0.6
-00:16,Glucose,123
-00:16,HCO3,28
-00:16,HCT,36.7
-00:16,Platelets,188
-00:16,K,3.9
-00:16,Na,141
-00:16,WBC,4.5
-01:46,DiasABP,69
-01:46,GCS,15
-01:46,HR,53
-01:46,MAP,112
-01:46,SysABP,153
-01:46,Temp,35.9
-01:46,Urine,900
-02:16,DiasABP,71
-02:16,HR,52
-02:16,MAP,122
-02:16,SysABP,159
-02:46,DiasABP,59
-02:46,HR,47
-02:46,MAP,101
-02:46,SysABP,139
-02:46,Urine,220
-04:46,DiasABP,57
-04:46,GCS,14
-04:46,HR,61
-04:46,MAP,105
-04:46,SysABP,141
-04:46,Urine,300
-05:46,DiasABP,68
-05:46,HR,71
-05:46,MAP,93
-05:46,SysABP,124
-06:46,DiasABP,57
-06:46,GCS,15
-06:46,HR,62
-06:46,MAP,93
-06:46,SysABP,114
-06:46,Urine,160
-07:46,DiasABP,61
-07:46,HR,63
-07:46,MAP,114
-07:46,SysABP,129
-07:46,Weight,75
-08:00,K,3.6
-08:46,DiasABP,63
-08:46,GCS,15
-08:46,HR,51
-08:46,MAP,85
-08:46,SysABP,158
-08:46,Temp,36.3
-08:46,Weight,75
-09:46,DiasABP,54
-09:46,HR,53
-09:46,MAP,80
-09:46,SysABP,106
-09:46,Weight,75
-10:46,DiasABP,53
-10:46,GCS,14
-10:46,HR,50
-10:46,MAP,91
-10:46,SysABP,116
-10:46,Urine,450
-10:46,Weight,75
-12:46,DiasABP,53
-12:46,GCS,13
-12:46,HR,56
-12:46,MAP,93
-12:46,SysABP,130
-12:46,Temp,36.4
-12:46,Urine,500
-12:46,Weight,75
-13:46,DiasABP,60
-13:46,HR,57
-13:46,MAP,93
-13:46,SysABP,156
-13:46,Urine,70
-13:46,Weight,75
-14:16,DiasABP,44
-14:16,HR,48
-14:16,MAP,71
-14:16,SysABP,95
-14:16,Weight,75
-14:46,DiasABP,44
-14:46,HR,50
-14:46,MAP,72
-14:46,SysABP,117
-14:46,Urine,160
-14:46,Weight,75
-15:16,DiasABP,33
-15:16,HR,51
-15:16,MAP,52
-15:16,SysABP,76
-15:16,Weight,75
-15:46,DiasABP,32
-15:46,HR,48
-15:46,MAP,57
-15:46,SysABP,100
-15:46,Urine,30
-16:46,DiasABP,43
-16:46,HR,51
-16:46,MAP,66
-16:46,SysABP,114
-16:46,Urine,30
-16:46,Weight,75
-17:35,BUN,11
-17:35,Creatinine,0.6
-17:35,Glucose,101
-17:35,HCO3,25
-17:35,HCT,34.1
-17:35,Mg,2
-17:35,Platelets,175
-17:35,K,3.9
-17:35,Na,145
-17:35,WBC,7.6
-17:46,DiasABP,68
-17:46,HR,58
-17:46,MAP,104
-17:46,SysABP,147
-17:46,Urine,100
-17:46,Weight,75
-18:46,DiasABP,50
-18:46,GCS,12
-18:46,HR,55
-18:46,MAP,85
-18:46,SysABP,132
-18:46,Temp,35.4
-18:46,Urine,160
-18:46,Weight,75
-20:29,pH,7.43
-20:29,PaCO2,36
-20:29,PaO2,475
-22:32,pH,7.47
-22:32,PaCO2,36
-22:32,PaO2,364
-22:51,pH,7.54
-22:51,PaCO2,30
-22:51,PaO2,425
-23:26,pH,7.44
-23:26,PaCO2,37
-23:26,PaO2,323
-23:58,pH,7.41
-23:58,PaCO2,39
-23:58,PaO2,259
-24:31,FiO2,1
-24:31,MechVent,1
-24:46,DiasABP,45
-24:46,HR,88
-24:46,MAP,74
-24:46,SysABP,113
-24:46,Temp,35.4
-24:46,Urine,100
-24:46,Urine,0
-24:58,pH,7.4
-24:58,PaCO2,36
-24:58,PaO2,344
-25:01,DiasABP,58
-25:01,FiO2,0.5
-25:01,HR,88
-25:01,MAP,84
-25:01,SysABP,117
-25:01,Temp,35.3
-25:16,DiasABP,39
-25:16,HR,88
-25:16,MAP,58
-25:16,SysABP,86
-25:16,Temp,35.3
-25:16,Weight,75
-25:31,DiasABP,57
-25:31,HR,88
-25:31,MAP,85
-25:31,SysABP,119
-25:31,Temp,35.3
-25:31,Weight,75
-25:46,DiasABP,79
-25:46,HR,88
-25:46,MAP,116
-25:46,SysABP,152
-25:46,Temp,35.3
-25:46,Urine,110
-25:58,BUN,10
-25:58,Creatinine,0.4
-25:58,HCO3,22
-25:58,HCT,25.9
-25:58,Platelets,147
-26:01,DiasABP,72
-26:01,HR,88
-26:01,MAP,106
-26:01,SysABP,142
-26:01,Temp,35.6
-26:16,DiasABP,42
-26:16,HR,88
-26:16,MAP,71
-26:16,SysABP,109
-26:16,Temp,35.8
-26:16,Weight,75
-26:31,DiasABP,46
-26:31,HR,89
-26:31,MAP,81
-26:31,SysABP,125
-26:31,Temp,35.8
-26:31,Weight,75
-26:46,DiasABP,56
-26:46,HR,88
-26:46,MAP,84
-26:46,SysABP,114
-26:46,Temp,35.8
-26:46,Urine,300
-26:46,Weight,75
-26:57,pH,7.37
-26:57,PaCO2,38
-26:57,PaO2,186
-27:01,DiasABP,51
-27:01,HR,88
-27:01,MAP,84
-27:01,SysABP,113
-27:01,Temp,35.9
-27:01,Weight,75
-27:16,DiasABP,64
-27:16,HR,88
-27:16,MAP,107
-27:16,SysABP,149
-27:16,Temp,36
-27:16,Weight,75
-27:31,DiasABP,53
-27:31,FiO2,0.4
-27:31,HR,88
-27:31,MAP,92
-27:31,SysABP,132
-27:31,Temp,36.2
-27:31,Weight,75
-27:46,DiasABP,62
-27:46,FiO2,0.4
-27:46,HR,88
-27:46,MAP,90
-27:46,MechVent,1
-27:46,SysABP,119
-27:46,Temp,36.3
-27:46,Urine,300
-27:46,Weight,75
-28:16,DiasABP,66
-28:16,HR,93
-28:16,MAP,89
-28:16,SysABP,113
-28:16,Temp,36.4
-28:16,Weight,75
-28:19,HCT,32.5
-28:46,DiasABP,62
-28:46,HR,88
-28:46,MAP,88
-28:46,SysABP,124
-28:46,Temp,36.4
-28:46,Urine,200
-28:46,Weight,75
-29:16,DiasABP,47
-29:16,HR,88
-29:16,MAP,70
-29:16,SysABP,94
-29:16,Temp,36.6
-29:16,Weight,75
-29:31,DiasABP,47
-29:31,HR,88
-29:31,MAP,69
-29:31,SysABP,90
-29:31,Temp,36.5
-29:31,Weight,75
-29:46,DiasABP,61
-29:46,HR,88
-29:46,MAP,91
-29:46,SysABP,130
-29:46,Temp,36.4
-29:46,Urine,200
-29:46,Weight,75
-30:01,DiasABP,67
-30:01,HR,88
-30:01,MAP,99
-30:01,SysABP,131
-30:01,Temp,36.5
-30:01,Weight,75
-30:11,DiasABP,65
-30:11,HR,80
-30:11,MAP,100
-30:11,SysABP,130
-30:11,Temp,36.6
-30:11,Weight,75
-30:16,DiasABP,69
-30:16,HR,82
-30:16,MAP,100
-30:16,SysABP,132
-30:16,Temp,36.7
-30:16,Weight,75
-30:21,DiasABP,66
-30:21,HR,80
-30:21,MAP,96
-30:21,SysABP,127
-30:21,Temp,36.7
-30:21,Weight,75
-30:24,pH,7.39
-30:46,DiasABP,54
-30:46,HR,84
-30:46,MAP,81
-30:46,SysABP,122
-30:46,Temp,36.9
-30:46,Urine,130
-30:46,Weight,75
-31:32,HCT,25.5
-31:32,Mg,2.2
-31:32,Platelets,144
-31:46,DiasABP,48
-31:46,HR,94
-31:46,MAP,71
-31:46,SysABP,98
-31:46,Temp,37.3
-31:46,Urine,150
-31:46,Weight,75
-32:46,DiasABP,74
-32:46,HR,90
-32:46,MAP,104
-32:46,SysABP,140
-32:46,Temp,37.4
-32:46,Urine,60
-32:46,Weight,75
-33:46,DiasABP,50
-33:46,FiO2,0.4
-33:46,HR,90
-33:46,MAP,78
-33:46,MechVent,1
-33:46,SysABP,109
-33:46,Temp,37.6
-33:46,Urine,100
-33:46,Weight,75
-34:46,DiasABP,58
-34:46,HR,88
-34:46,MAP,88
-34:46,SysABP,123
-34:46,Temp,37.3
-34:46,Urine,60
-34:46,Weight,75
-35:06,pH,7.4
-35:06,PaCO2,37
-35:06,PaO2,140
-35:46,DiasABP,54
-35:46,HCT,29.1
-35:46,HR,86
-35:46,MAP,79
-35:46,SysABP,107
-35:46,Temp,37.9
-35:46,Urine,70
-35:46,Weight,75
-36:46,DiasABP,54
-36:46,GCS,3
-36:46,HR,82
-36:46,MAP,81
-36:46,SysABP,131
-36:46,Temp,37.9
-36:46,Urine,105
-36:46,Weight,75
-37:16,FiO2,0.4
-37:16,MechVent,1
-37:46,DiasABP,53
-37:46,HR,85
-37:46,MAP,81
-37:46,SysABP,129
-37:46,Temp,37.9
-37:46,Urine,70
-37:46,Weight,75
-38:46,DiasABP,52
-38:46,FiO2,0.4
-38:46,GCS,3
-38:46,HR,86
-38:46,MAP,81
-38:46,MechVent,1
-38:46,SysABP,126
-38:46,Temp,38
-38:46,Urine,35
-38:46,Weight,75
-39:46,DiasABP,52
-39:46,HR,94
-39:46,MAP,84
-39:46,SysABP,118
-39:46,Temp,38.2
-39:46,Urine,35
-39:46,Weight,75
-39:47,HCT,27.6
-40:46,DiasABP,47
-40:46,GCS,3
-40:46,HR,87
-40:46,MAP,77
-40:46,SysABP,108
-40:46,Temp,38.2
-40:46,Urine,32
-40:46,Weight,75
-40:54,pH,7.45
-40:54,PaCO2,38
-40:54,PaO2,143
-40:54,SaO2,98
-40:56,FiO2,0.4
-40:56,MechVent,1
-41:34,BUN,11
-41:34,Creatinine,0.6
-41:34,Glucose,116
-41:34,HCO3,24
-41:34,HCT,28.4
-41:34,Mg,2.2
-41:34,Platelets,147
-41:34,K,4.4
-41:34,Na,138
-41:34,WBC,7.9
-41:41,SaO2,98
-41:46,DiasABP,48
-41:46,GCS,3
-41:46,HR,86
-41:46,MAP,74
-41:46,SysABP,106
-41:46,Temp,38.3
-41:46,Urine,18
-41:46,Weight,75.8
-41:54,Lactate,1.4
-42:46,DiasABP,48
-42:46,FiO2,0.4
-42:46,GCS,3
-42:46,HR,86
-42:46,MAP,74
-42:46,MechVent,1
-42:46,SysABP,111
-42:46,Temp,38.2
-42:46,Urine,23
-42:46,Weight,75.8
-43:46,DiasABP,53
-43:46,HR,88
-43:46,MAP,78
-43:46,SysABP,118
-43:46,Temp,37.8
-43:46,Urine,32
-43:46,Weight,75.8
-44:16,DiasABP,59
-44:16,HR,88
-44:16,MAP,95
-44:16,SysABP,143
-44:16,Temp,37.8
-44:16,Weight,75.8
-44:46,DiasABP,64
-44:46,GCS,4
-44:46,HR,91
-44:46,MAP,93
-44:46,SysABP,160
-44:46,Temp,37.8
-44:46,Urine,30
-44:46,Weight,75.8
-45:07,pH,7.43
-45:07,PaCO2,40
-45:07,PaO2,101
-45:07,SaO2,98
-45:16,DiasABP,60
-45:16,HR,85
-45:16,MAP,85
-45:16,SysABP,128
-45:16,Temp,37.8
-45:16,Weight,75.8
-45:23,FiO2,0.4
-45:23,MechVent,1
-45:46,DiasABP,54
-45:46,HR,81
-45:46,MAP,76
-45:46,SysABP,116
-45:46,Temp,37.8
-45:46,Urine,50
-45:46,Weight,75.8
-46:01,HCT,29.2
-46:26,DiasABP,68
-46:26,HR,79
-46:26,MAP,91
-46:26,SysABP,143
-46:26,Temp,37.8
-46:26,Weight,75.8
-46:46,DiasABP,68
-46:46,HR,83
-46:46,MAP,91
-46:46,SysABP,142
-46:46,Temp,37.8
-46:46,Urine,30
-46:46,Weight,75.8
-47:26,DiasABP,64
-47:26,HR,76
-47:26,MAP,80
-47:26,SysABP,124
-47:26,Temp,37.9
-47:26,Weight,75.8
-47:46,DiasABP,61
-47:46,HR,78
-47:46,MAP,76
-47:46,SysABP,119
-47:46,Temp,37.9
-47:46,Urine,15
-47:46,Weight,75.8
diff --git a/data/set-a/132765.txt b/data/set-a/132765.txt
deleted file mode 100644
index 69e03f68526533efeb3e25e38c86f05bf49ed546..0000000000000000000000000000000000000000
--- a/data/set-a/132765.txt
+++ /dev/null
@@ -1,650 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132765
-00:00,Age,90
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,82
-00:13,DiasABP,35
-00:13,GCS,3
-00:13,HR,84
-00:13,MAP,48
-00:13,SysABP,79
-00:13,Temp,36.7
-00:13,Urine,100
-00:16,pH,7.26
-00:16,PaCO2,46
-00:16,PaO2,122
-00:18,DiasABP,36
-00:18,HR,83
-00:18,MAP,50
-00:18,SysABP,87
-00:28,DiasABP,41
-00:28,HR,90
-00:28,SysABP,90
-00:43,Urine,30
-00:48,DiasABP,40
-00:48,HR,86
-00:48,MAP,55
-00:48,SysABP,96
-00:58,DiasABP,42
-00:58,HR,110
-00:58,MAP,56
-00:58,SysABP,93
-01:01,FiO2,0.6
-01:01,MechVent,1
-01:03,HR,93
-01:08,DiasABP,38
-01:08,HR,95
-01:08,MAP,52
-01:08,SysABP,87
-01:13,DiasABP,41
-01:13,GCS,10
-01:13,HR,96
-01:13,MAP,57
-01:13,SysABP,95
-01:43,DiasABP,50
-01:43,HR,97
-01:43,MAP,74
-01:43,SysABP,129
-01:43,Urine,45
-01:58,DiasABP,42
-01:58,HR,83
-01:58,MAP,57
-01:58,SysABP,93
-01:59,TroponinT,0.1
-02:01,DiasABP,42
-02:01,HR,88
-02:01,MAP,57
-02:01,SysABP,93
-02:08,DiasABP,41
-02:08,HR,81
-02:08,MAP,54
-02:08,SysABP,87
-02:13,pH,7.3
-02:13,DiasABP,39
-02:13,HR,80
-02:13,Lactate,7.2
-02:13,MAP,53
-02:13,PaCO2,35
-02:13,PaO2,106
-02:13,SysABP,82
-02:13,Urine,20
-02:28,DiasABP,42
-02:28,HR,89
-02:28,MAP,58
-02:28,SysABP,97
-02:53,DiasABP,39
-02:53,HR,77
-02:53,MAP,52
-02:53,SysABP,81
-02:58,DiasABP,34
-02:58,HR,78
-02:58,MAP,43
-02:58,NIDiasABP,20
-02:58,NIMAP,32
-02:58,NISysABP,56
-02:58,SysABP,60
-03:03,DiasABP,37
-03:03,FiO2,1
-03:03,HR,75
-03:03,MAP,47
-03:03,SysABP,68
-03:08,DiasABP,39
-03:08,HR,81
-03:08,MAP,53
-03:08,SysABP,83
-03:13,DiasABP,55
-03:13,GCS,10
-03:13,HR,98
-03:13,MAP,80
-03:13,SysABP,148
-03:28,DiasABP,55
-03:28,HR,128
-03:28,MAP,76
-03:28,SysABP,128
-03:28,Urine,110
-03:58,DiasABP,47
-03:58,HR,121
-03:58,MAP,62
-03:58,NIDiasABP,34
-03:58,NIMAP,58.33
-03:58,NISysABP,107
-03:58,SysABP,105
-04:13,DiasABP,44
-04:13,HR,112
-04:13,MAP,57
-04:13,SysABP,97
-04:13,Urine,60
-04:27,pH,7.26
-04:27,Lactate,5.8
-04:27,PaCO2,35
-04:27,PaO2,140
-04:28,BUN,24
-04:28,Creatinine,1.5
-04:28,Glucose,142
-04:28,HCO3,16
-04:28,HCT,40.5
-04:28,Mg,2.6
-04:28,Platelets,151
-04:28,K,3.9
-04:28,Na,136
-04:28,WBC,10.9
-05:13,DiasABP,49
-05:13,FiO2,0.8
-05:13,GCS,11
-05:13,HR,112
-05:13,MAP,65
-05:13,MechVent,1
-05:13,NIDiasABP,28
-05:13,NIMAP,50.67
-05:13,NISysABP,96
-05:13,SysABP,106
-05:13,Temp,36.7
-05:13,Urine,50
-06:13,DiasABP,45
-06:13,HR,91
-06:13,MAP,64
-06:13,NIDiasABP,34
-06:13,NIMAP,62.67
-06:13,NISysABP,120
-06:13,SysABP,119
-06:13,Urine,60
-07:13,DiasABP,47
-07:13,HR,84
-07:13,MAP,63
-07:13,SysABP,108
-07:13,Urine,100
-07:34,pH,7.24
-07:34,Lactate,7.4
-07:34,PaCO2,39
-07:34,PaO2,113
-07:43,DiasABP,47
-07:43,FiO2,0.7
-07:43,HR,85
-07:43,MAP,64
-07:43,MechVent,1
-07:43,SysABP,110
-08:13,DiasABP,50
-08:13,HR,85
-08:13,MAP,68
-08:13,SysABP,120
-08:13,Urine,60
-08:43,DiasABP,51
-08:43,HR,88
-08:43,MAP,71
-08:43,SysABP,131
-08:58,DiasABP,44
-08:58,GCS,10
-08:58,NIDiasABP,39
-08:58,NIMAP,72
-08:58,NISysABP,138
-08:58,SysABP,103
-09:08,BUN,22
-09:08,Creatinine,1.4
-09:08,Glucose,147
-09:08,HCO3,15
-09:08,HCT,37.9
-09:08,Mg,1.9
-09:08,Platelets,145
-09:08,K,4.7
-09:08,Na,137
-09:08,WBC,16.5
-09:13,pH,7.22
-09:13,DiasABP,45
-09:13,FiO2,0.7
-09:13,HR,83
-09:13,Lactate,8.9
-09:13,MAP,60
-09:13,MechVent,1
-09:13,NIDiasABP,46
-09:13,NIMAP,67
-09:13,NISysABP,109
-09:13,PaCO2,39
-09:13,PaO2,103
-09:13,SysABP,103
-09:13,Temp,37.6
-09:13,Urine,100
-10:13,DiasABP,48
-10:13,HR,83
-10:13,MAP,66
-10:13,SysABP,121
-10:13,Urine,85
-10:58,DiasABP,42
-10:58,MAP,59
-10:58,SysABP,109
-11:03,DiasABP,48
-11:03,MAP,64
-11:03,NIDiasABP,43
-11:03,NIMAP,66
-11:03,NISysABP,112
-11:03,SysABP,116
-11:08,DiasABP,48
-11:08,MAP,70
-11:08,SysABP,134
-11:13,DiasABP,45
-11:13,HR,83
-11:13,MAP,64
-11:13,SysABP,123
-11:13,Temp,37.7
-11:13,Urine,65
-11:23,MechVent,1
-11:43,DiasABP,42
-11:43,MAP,58
-11:43,SysABP,102
-11:44,pH,7.24
-11:44,Lactate,8
-11:44,PaCO2,40
-11:44,PaO2,98
-11:44,TroponinT,0.09
-11:48,DiasABP,50
-11:48,MAP,100
-11:48,SysABP,140
-12:13,DiasABP,53
-12:13,HR,84
-12:13,MAP,79
-12:13,NIDiasABP,43
-12:13,NIMAP,72.67
-12:13,NISysABP,132
-12:13,SysABP,152
-12:13,Urine,85
-12:28,DiasABP,52
-12:28,SysABP,148
-12:33,DiasABP,55
-12:33,MAP,82
-12:33,SysABP,153
-13:13,DiasABP,51
-13:13,GCS,3
-13:13,HR,77
-13:13,MAP,73
-13:13,SysABP,132
-13:13,Temp,37.2
-13:13,Urine,140
-13:43,DiasABP,46
-13:43,MAP,65
-13:43,SysABP,113
-13:50,FiO2,0.7
-13:50,MechVent,1
-13:55,pH,7.26
-13:55,Lactate,7.6
-13:55,PaCO2,32
-13:55,PaO2,111
-14:13,DiasABP,48
-14:13,HR,79
-14:13,MAP,68
-14:13,SysABP,122
-14:43,DiasABP,48
-14:43,MAP,68
-14:43,SysABP,123
-14:43,Urine,180
-14:50,Albumin,2.4
-14:50,ALP,38
-14:50,ALT,14
-14:50,AST,33
-14:50,Bilirubin,0.7
-14:50,BUN,21
-14:50,Creatinine,1.3
-14:50,Glucose,166
-14:50,HCO3,13
-14:50,HCT,37.7
-14:50,Mg,1.7
-14:50,Platelets,143
-14:50,K,5.1
-14:50,Na,134
-14:50,WBC,22.9
-15:13,DiasABP,50
-15:13,HR,79
-15:13,MAP,73
-15:13,SysABP,136
-15:13,Temp,37.1
-15:13,Urine,20
-15:33,DiasABP,52
-15:33,MAP,76
-15:33,SysABP,144
-15:43,DiasABP,44
-15:43,MAP,60
-15:43,SysABP,105
-16:13,DiasABP,42
-16:13,HR,75
-16:13,MAP,63
-16:13,NIDiasABP,38
-16:13,NIMAP,64.67
-16:13,NISysABP,118
-16:13,SysABP,124
-16:13,Urine,180
-16:50,pH,7.25
-16:50,Lactate,8.6
-16:50,PaCO2,33
-16:50,PaO2,113
-17:13,DiasABP,49
-17:13,GCS,3
-17:13,HR,72
-17:13,MAP,74
-17:13,SysABP,145
-17:13,Temp,36.7
-17:13,Urine,140
-17:23,DiasABP,45
-17:23,FiO2,0.7
-17:23,MAP,66
-17:23,MechVent,1
-17:23,SysABP,125
-17:43,DiasABP,48
-17:43,HR,70
-17:43,MAP,73
-17:43,SysABP,139
-17:48,DiasABP,45
-17:48,MAP,67
-17:48,SysABP,127
-17:53,DiasABP,48
-17:53,MAP,71
-17:53,SysABP,128
-17:58,DiasABP,40
-17:58,MAP,55
-17:58,SysABP,95
-18:03,DiasABP,44
-18:03,MAP,61
-18:03,SysABP,109
-18:13,DiasABP,47
-18:13,HR,66
-18:13,MAP,69
-18:13,SysABP,131
-18:13,Urine,130
-18:54,pH,7.27
-18:54,Lactate,8.2
-18:54,PaCO2,32
-18:54,PaO2,134
-19:13,DiasABP,44
-19:13,HR,64
-19:13,MAP,66
-19:13,SysABP,128
-19:13,Urine,130
-19:31,HCT,36.8
-19:31,Platelets,133
-19:31,WBC,21.9
-19:58,DiasABP,46
-19:58,MAP,71
-19:58,SysABP,143
-20:08,DiasABP,39
-20:08,MAP,59
-20:08,SysABP,116
-20:13,DiasABP,43
-20:13,HR,70
-20:13,MAP,66
-20:13,SysABP,133
-20:23,DiasABP,46
-20:23,MAP,70
-20:23,SysABP,140
-20:28,DiasABP,49
-20:28,MAP,77
-20:28,SysABP,158
-20:33,DiasABP,44
-20:33,MAP,68
-20:33,SysABP,136
-21:13,DiasABP,40
-21:13,FiO2,0.6
-21:13,GCS,3
-21:13,HR,65
-21:13,MAP,60
-21:13,MechVent,1
-21:13,SysABP,116
-21:13,Temp,36.1
-21:13,Urine,140
-21:28,DiasABP,53
-21:28,HR,50
-21:28,MAP,84
-21:28,SysABP,173
-22:13,DiasABP,44
-22:13,FiO2,0.5
-22:13,HR,68
-22:13,MAP,67
-22:13,SysABP,132
-22:13,Urine,100
-22:47,pH,7.29
-22:47,Lactate,8
-22:47,PaCO2,33
-22:47,PaO2,90
-23:13,DiasABP,51
-23:13,HR,69
-23:13,MAP,76
-23:13,SysABP,148
-23:13,Urine,120
-23:43,DiasABP,51
-23:43,HR,69
-23:43,MAP,77
-23:43,SysABP,149
-24:13,DiasABP,50
-24:13,HR,71
-24:13,MAP,74
-24:13,SysABP,139
-24:13,Urine,130
-25:13,DiasABP,55
-25:13,FiO2,0.5
-25:13,GCS,3
-25:13,HR,78
-25:13,MAP,81
-25:13,MechVent,1
-25:13,SysABP,151
-25:13,Urine,100
-25:32,pH,7.32
-25:32,Lactate,6.3
-25:32,PaCO2,30
-25:32,PaO2,123
-26:13,DiasABP,53
-26:13,HR,66
-26:13,MAP,73
-26:13,SysABP,130
-26:13,Temp,36.6
-27:13,DiasABP,55
-27:13,HR,73
-27:13,MAP,77
-27:13,SysABP,139
-27:13,Urine,300
-27:33,DiasABP,43
-27:33,HR,67
-27:33,MAP,57
-27:33,SysABP,97
-27:37,BUN,19
-27:37,Creatinine,1.2
-27:37,Glucose,164
-27:37,HCO3,17
-27:37,HCT,34.3
-27:37,Mg,1.8
-27:37,Platelets,117
-27:37,K,4.9
-27:37,Na,127
-27:37,WBC,21
-27:51,pH,7.32
-27:51,Lactate,6.8
-27:51,PaCO2,34
-27:51,PaO2,101
-28:13,DiasABP,56
-28:13,HR,68
-28:13,MAP,82
-28:13,SysABP,155
-28:43,Urine,100
-29:13,DiasABP,49
-29:13,FiO2,0.5
-29:13,GCS,3
-29:13,HR,64
-29:13,MAP,68
-29:13,MechVent,1
-29:13,SysABP,124
-29:13,Temp,36.1
-29:43,Urine,100
-30:13,DiasABP,56
-30:13,HR,67
-30:13,MAP,80
-30:13,SysABP,140
-30:13,Urine,60
-31:13,DiasABP,62
-31:13,HR,64
-31:13,MAP,91
-31:13,SysABP,162
-31:13,Urine,100
-31:28,pH,7.38
-31:28,Lactate,5.5
-31:28,PaCO2,31
-31:28,PaO2,130
-33:13,DiasABP,50
-33:13,GCS,3
-33:13,HR,60
-33:13,MAP,68
-33:13,SysABP,114
-33:13,Temp,36.1
-33:13,Urine,290
-33:24,FiO2,0.5
-33:24,MechVent,1
-34:13,DiasABP,54
-34:13,HR,64
-34:13,MAP,76
-34:13,SysABP,133
-34:13,Urine,85
-34:13,Urine,0
-34:43,DiasABP,61
-34:43,HR,67
-34:43,MAP,87
-34:43,SysABP,149
-34:50,BUN,19
-34:50,Creatinine,1
-34:50,Glucose,156
-34:50,HCO3,18
-34:50,Mg,2.1
-34:50,K,4.5
-34:50,Na,130
-35:13,pH,7.42
-35:13,DiasABP,48
-35:13,HR,66
-35:13,Lactate,4.7
-35:13,MAP,63
-35:13,PaCO2,30
-35:13,PaO2,107
-35:13,SysABP,103
-35:13,Urine,135
-36:13,DiasABP,54
-36:13,HR,63
-36:13,MAP,73
-36:13,SysABP,120
-36:13,Urine,80
-37:13,DiasABP,60
-37:13,HR,63
-37:13,MAP,82
-37:13,SysABP,137
-37:13,Temp,36.1
-37:13,Urine,90
-37:48,DiasABP,44
-37:48,HR,61
-37:48,MAP,56
-37:48,SysABP,86
-38:13,DiasABP,69
-38:13,FiO2,0.5
-38:13,HR,71
-38:13,MAP,96
-38:13,MechVent,1
-38:13,SysABP,160
-38:13,Urine,70
-38:38,DiasABP,46
-38:38,HR,62
-38:38,MAP,59
-38:38,SysABP,91
-39:03,DiasABP,72
-39:03,HR,68
-39:03,MAP,102
-39:03,SysABP,169
-39:13,DiasABP,66
-39:13,HR,63
-39:13,MAP,91
-39:13,SysABP,152
-39:13,Urine,80
-39:34,Albumin,2.5
-39:34,ALP,46
-39:34,ALT,11
-39:34,AST,22
-39:34,Bilirubin,0.7
-39:34,BUN,19
-39:34,Creatinine,1
-39:34,Glucose,132
-39:34,HCO3,17
-39:34,HCT,28.8
-39:34,Mg,2
-39:34,Platelets,86
-39:34,K,4.1
-39:34,Na,131
-39:34,WBC,16.4
-39:46,pH,7.45
-39:46,Lactate,3.2
-39:46,PaCO2,29
-39:46,PaO2,130
-40:13,DiasABP,60
-40:13,HR,68
-40:13,MAP,82
-40:13,SysABP,135
-40:13,Urine,70
-40:53,DiasABP,70
-40:53,HR,71
-40:53,MAP,98
-40:53,SysABP,168
-41:13,DiasABP,60
-41:13,FiO2,0.5
-41:13,HR,64
-41:13,MAP,79
-41:13,MechVent,1
-41:13,SysABP,130
-41:13,Urine,60
-41:33,DiasABP,45
-41:33,HR,60
-41:33,MAP,57
-41:33,SysABP,88
-41:33,Temp,35.9
-41:58,DiasABP,70
-41:58,HR,64
-41:58,MAP,97
-41:58,SysABP,162
-42:13,DiasABP,66
-42:13,HR,63
-42:13,MAP,89
-42:13,SysABP,149
-42:13,Urine,40
-43:13,DiasABP,61
-43:13,HR,66
-43:13,MAP,82
-43:13,SysABP,136
-43:13,Urine,50
-43:26,HCT,27.6
-43:38,pH,7.48
-43:38,Lactate,2.2
-43:38,PaCO2,28
-43:38,PaO2,129
-43:43,MechVent,1
-44:13,DiasABP,60
-44:13,HR,70
-44:13,MAP,80
-44:13,SysABP,134
-44:50,pH,7.46
-44:50,Lactate,1.6
-44:50,PaCO2,27
-44:50,PaO2,153
-45:13,DiasABP,59
-45:13,FiO2,0.5
-45:13,GCS,3
-45:13,HR,67
-45:13,MAP,78
-45:13,MechVent,1
-45:13,SysABP,128
-45:13,Temp,36.4
-45:13,Urine,50
-46:13,DiasABP,64
-46:13,HR,67
-46:13,MAP,86
-46:13,SysABP,145
-46:13,Urine,70
-46:43,DiasABP,47
-46:43,HR,69
-46:43,MAP,54
-46:43,SysABP,81
-47:13,DiasABP,64
-47:13,FiO2,0.5
-47:13,HR,61
-47:13,MAP,83
-47:13,MechVent,1
-47:13,SysABP,136
-47:13,Urine,50
diff --git a/data/set-a/132766.txt b/data/set-a/132766.txt
deleted file mode 100644
index c174ca83c2ada8e782b5ef74f7a4731fc7e67504..0000000000000000000000000000000000000000
--- a/data/set-a/132766.txt
+++ /dev/null
@@ -1,285 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132766
-00:00,Age,34
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-00:37,BUN,20
-00:37,Creatinine,1.3
-00:37,Glucose,727
-00:37,K,5.2
-00:37,Na,145
-01:11,Lactate,2.9
-02:00,FiO2,1
-02:00,GCS,15
-02:00,HR,105
-02:00,NIDiasABP,45
-02:00,NIMAP,66.33
-02:00,NISysABP,109
-02:00,RespRate,24
-02:00,Temp,37.7
-02:00,Urine,350
-02:30,HR,106
-02:30,NIDiasABP,48
-02:30,NIMAP,65.33
-02:30,NISysABP,100
-02:30,RespRate,22
-02:30,Urine,45
-02:33,Lactate,2.5
-02:34,BUN,18
-02:34,Creatinine,1.1
-02:34,Glucose,376
-02:34,HCO3,9
-02:34,K,3.9
-02:34,Na,152
-03:17,Lactate,2.2
-03:30,HR,104
-03:30,NIDiasABP,38
-03:30,NIMAP,59.67
-03:30,NISysABP,103
-03:30,Temp,37.3
-03:30,Urine,45
-03:39,Albumin,3.4
-03:39,ALP,122
-03:39,Bilirubin,0.1
-03:39,BUN,15
-03:39,Creatinine,0.9
-03:39,Glucose,230
-03:39,HCO3,12
-03:39,Mg,1.8
-03:39,K,3.9
-03:39,Na,152
-04:30,HR,109
-04:30,NIDiasABP,33
-04:30,NIMAP,55
-04:30,NISysABP,99
-04:30,Urine,140
-05:12,HCT,33.8
-05:12,Platelets,262
-05:12,WBC,19.5
-05:30,GCS,15
-05:30,HR,112
-05:30,NIDiasABP,44
-05:30,NIMAP,63.67
-05:30,NISysABP,103
-05:30,Temp,38.1
-05:30,Urine,100
-06:30,HR,99
-06:30,NIDiasABP,51
-06:30,NIMAP,72.33
-06:30,NISysABP,115
-06:30,Urine,60
-06:31,BUN,13
-06:31,Creatinine,0.9
-06:31,Glucose,172
-06:31,HCO3,18
-06:31,K,3.8
-06:31,Na,147
-06:49,Lactate,1.6
-07:30,HR,98
-07:30,NIDiasABP,49
-07:30,NIMAP,69
-07:30,NISysABP,109
-07:30,Temp,37.9
-07:30,Urine,40
-08:30,HR,94
-08:30,NIDiasABP,49
-08:30,NIMAP,69.67
-08:30,NISysABP,111
-08:30,Urine,40
-09:30,GCS,15
-09:30,HR,95
-09:30,NIDiasABP,41
-09:30,NIMAP,58
-09:30,NISysABP,92
-09:30,Temp,37.8
-09:30,Urine,60
-10:01,BUN,12
-10:01,Creatinine,0.8
-10:01,Glucose,142
-10:01,HCO3,21
-10:01,K,3.8
-10:01,Na,149
-10:30,HR,76
-10:30,NIDiasABP,48
-10:30,NIMAP,67
-10:30,NISysABP,105
-10:30,Urine,60
-11:30,HR,118
-11:30,NIDiasABP,47
-11:30,NIMAP,64.33
-11:30,NISysABP,99
-12:30,HR,101
-12:30,NIDiasABP,49
-12:30,NIMAP,63
-12:30,NISysABP,91
-13:00,BUN,10
-13:00,Creatinine,0.8
-13:00,GCS,15
-13:00,Glucose,134
-13:00,HCO3,22
-13:00,HCT,31.8
-13:00,HR,110
-13:00,Mg,1.5
-13:00,NIDiasABP,72
-13:00,NIMAP,78.33
-13:00,NISysABP,91
-13:00,Platelets,225
-13:00,K,3.3
-13:00,Na,147
-13:00,Urine,200
-13:00,WBC,15.3
-13:30,HR,94
-13:30,NIDiasABP,42
-13:30,NIMAP,59
-13:30,NISysABP,93
-13:30,Urine,40
-14:30,HR,85
-14:30,NIDiasABP,49
-14:30,NIMAP,65.67
-14:30,NISysABP,99
-14:30,Urine,120
-15:30,GCS,14
-15:30,HR,92
-15:30,NIDiasABP,53
-15:30,NIMAP,70.33
-15:30,NISysABP,105
-15:30,Temp,37
-15:30,Urine,40
-15:40,HR,84
-15:40,NIDiasABP,29
-15:40,NIMAP,47.33
-15:40,NISysABP,84
-15:45,HR,83
-15:45,NIDiasABP,33
-15:45,NIMAP,48.33
-15:45,NISysABP,79
-15:55,HR,80
-15:55,NIDiasABP,35
-15:55,NIMAP,49.67
-15:55,NISysABP,79
-16:00,HR,78
-16:00,NIDiasABP,52
-16:00,NIMAP,64.33
-16:00,NISysABP,89
-16:30,GCS,15
-16:30,HR,83
-16:30,NIDiasABP,48
-16:30,NIMAP,64.33
-16:30,NISysABP,97
-16:30,Urine,40
-17:00,NIDiasABP,54
-17:00,NIMAP,70.67
-17:00,NISysABP,104
-17:30,GCS,15
-17:30,HR,94
-17:30,NIDiasABP,50
-17:30,NIMAP,67.67
-17:30,NISysABP,103
-17:30,Temp,37.4
-17:30,Urine,60
-18:00,HR,100
-18:00,NIDiasABP,52
-18:00,NIMAP,71
-18:00,NISysABP,109
-18:15,HR,107
-18:15,NIDiasABP,45
-18:15,NIMAP,67.67
-18:15,NISysABP,113
-18:30,BUN,6
-18:30,Creatinine,0.6
-18:30,GCS,15
-18:30,Glucose,129
-18:30,HCO3,22
-18:30,HCT,31
-18:30,HR,111
-18:30,Mg,2.1
-18:30,K,3.9
-18:30,Na,140
-18:30,Urine,250
-18:45,HR,90
-18:45,NIDiasABP,116
-18:45,NIMAP,137
-18:45,NISysABP,179
-19:30,GCS,15
-19:30,HR,88
-19:30,NIDiasABP,46
-19:30,NIMAP,60.67
-19:30,NISysABP,90
-20:00,HR,96
-20:00,NIDiasABP,46
-20:00,NIMAP,64
-20:00,NISysABP,100
-20:30,GCS,15
-20:30,HR,91
-20:30,NIDiasABP,49
-20:30,NIMAP,63.33
-20:30,NISysABP,92
-20:30,Urine,550
-21:30,GCS,15
-21:30,HR,92
-21:30,NIDiasABP,52
-21:30,NIMAP,69.67
-21:30,NISysABP,105
-21:30,Temp,37.4
-21:30,Urine,450
-22:00,HR,88
-22:00,NIDiasABP,56
-22:00,NIMAP,71.67
-22:00,NISysABP,103
-22:00,Urine,150
-22:30,HR,80
-22:30,NIDiasABP,51
-22:30,NIMAP,66.67
-22:30,NISysABP,98
-23:30,Urine,600
-25:30,GCS,15
-25:30,HR,80
-25:30,NIDiasABP,58
-25:30,NIMAP,75.33
-25:30,NISysABP,110
-25:30,RespRate,22
-25:30,Temp,35.3
-29:30,GCS,15
-29:30,HR,88
-29:30,NIDiasABP,50
-29:30,NIMAP,65.33
-29:30,NISysABP,96
-29:30,RespRate,20
-29:30,Temp,37.2
-29:30,Urine,400
-31:30,Urine,450
-33:30,GCS,15
-33:30,Temp,37
-35:30,NIDiasABP,64
-35:30,NIMAP,76
-35:30,NISysABP,100
-35:30,RespRate,20
-37:30,GCS,15
-37:30,NIDiasABP,70
-37:30,NIMAP,84
-37:30,NISysABP,112
-37:30,RespRate,18
-37:30,Temp,37
-37:51,BUN,3
-37:51,Creatinine,0.7
-37:51,Glucose,225
-37:51,HCO3,21
-37:51,HCT,35.7
-37:51,Mg,2.1
-37:51,Platelets,205
-37:51,K,3.7
-37:51,Na,142
-37:51,WBC,10
-41:30,HR,72
-41:30,NIDiasABP,66
-41:30,NIMAP,78.67
-41:30,NISysABP,104
-41:30,RespRate,18
-41:30,Temp,36.7
-47:30,NIDiasABP,78
-47:30,NIMAP,93.33
-47:30,NISysABP,124
-47:30,RespRate,18
-47:30,Temp,36.7
diff --git a/data/set-a/132767.txt b/data/set-a/132767.txt
deleted file mode 100644
index b4f98212c213b69a196dd7c3c007b6fe05899ca9..0000000000000000000000000000000000000000
--- a/data/set-a/132767.txt
+++ /dev/null
@@ -1,484 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132767
-00:00,Age,66
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,75
-00:56,DiasABP,58
-00:56,HR,80
-00:56,MAP,70
-00:56,RespRate,18
-00:56,SysABP,91
-01:26,DiasABP,56
-01:26,HR,81
-01:26,MAP,67
-01:26,NIDiasABP,31
-01:26,NIMAP,43
-01:26,NISysABP,82
-01:26,RespRate,12
-01:26,SysABP,87
-01:26,Temp,36.4
-01:26,Urine,95
-02:26,DiasABP,53
-02:26,GCS,15
-02:26,HR,79
-02:26,MAP,64
-02:26,RespRate,15
-02:26,SysABP,82
-02:26,Urine,20
-03:26,DiasABP,53
-03:26,HR,80
-03:26,MAP,66
-03:26,RespRate,14
-03:26,SysABP,87
-03:26,Urine,12
-04:06,DiasABP,45
-04:06,MAP,54
-04:06,SysABP,67
-04:11,DiasABP,42
-04:11,HR,81
-04:11,MAP,51
-04:11,RespRate,19
-04:11,SysABP,64
-04:26,DiasABP,51
-04:26,HR,94
-04:26,MAP,62
-04:26,NIDiasABP,54
-04:26,NIMAP,59
-04:26,NISysABP,81
-04:26,RespRate,22
-04:26,SysABP,80
-04:26,Urine,6
-04:41,DiasABP,53
-04:41,HR,85
-04:41,MAP,65
-04:41,NIDiasABP,44
-04:41,NIMAP,49
-04:41,NISysABP,63
-04:41,RespRate,18
-04:41,SysABP,87
-04:43,pH,7.24
-04:43,PaCO2,41
-04:43,PaO2,139
-04:56,DiasABP,51
-04:56,HR,85
-04:56,MAP,62
-04:56,RespRate,19
-04:56,SysABP,82
-05:11,DiasABP,47
-05:11,RespRate,14
-05:11,SysABP,75
-05:21,TroponinT,0.27
-05:26,DiasABP,50
-05:26,HR,75
-05:26,MAP,62
-05:26,RespRate,20
-05:26,SysABP,82
-05:26,Urine,13
-05:36,BUN,28
-05:36,Creatinine,1.4
-05:36,Glucose,243
-05:36,HCO3,15
-05:36,HCT,32.1
-05:36,Mg,2.7
-05:36,Platelets,323
-05:36,K,5.3
-05:36,Na,134
-05:36,WBC,12.3
-05:43,Lactate,5.8
-06:26,DiasABP,54
-06:26,GCS,15
-06:26,HR,91
-06:26,MAP,65
-06:26,RespRate,20
-06:26,SysABP,86
-06:26,Temp,36.9
-06:26,Urine,11
-06:44,pH,7.25
-06:44,PaCO2,39
-06:44,PaO2,105
-07:26,DiasABP,52
-07:26,HR,80
-07:26,MAP,65
-07:26,RespRate,15
-07:26,SysABP,88
-07:26,Urine,23
-07:44,Lactate,4.6
-08:26,DiasABP,53
-08:26,HR,85
-08:26,MAP,65
-08:26,RespRate,18
-08:26,SysABP,85
-08:26,Urine,25
-08:28,pH,7.27
-08:28,PaCO2,41
-08:28,PaO2,88
-09:08,BUN,30
-09:08,Creatinine,1.6
-09:08,Glucose,204
-09:08,HCO3,17
-09:08,HCT,24.5
-09:08,Mg,3.4
-09:08,Platelets,280
-09:08,K,4.9
-09:08,Na,134
-09:08,WBC,10.3
-09:16,DiasABP,54
-09:16,HR,86
-09:16,MAP,67
-09:16,RespRate,17
-09:16,SysABP,91
-09:26,DiasABP,51
-09:26,HR,92
-09:26,MAP,62
-09:26,RespRate,27
-09:26,SysABP,80
-09:26,Urine,24
-09:28,Lactate,4.7
-10:06,DiasABP,54
-10:06,HR,92
-10:06,MAP,68
-10:06,RespRate,19
-10:06,SysABP,92
-10:06,Temp,37.3
-10:26,DiasABP,56
-10:26,GCS,15
-10:26,HR,87
-10:26,MAP,69
-10:26,RespRate,19
-10:26,SysABP,93
-10:26,Temp,36.4
-10:26,Urine,22
-10:41,DiasABP,56
-10:41,HR,87
-10:41,MAP,69
-10:41,NIDiasABP,35
-10:41,NIMAP,49
-10:41,NISysABP,89
-10:41,RespRate,18
-10:41,SysABP,92
-10:56,DiasABP,58
-10:56,HR,88
-10:56,MAP,72
-10:56,RespRate,23
-10:56,SysABP,98
-11:11,DiasABP,58
-11:11,HR,88
-11:11,MAP,72
-11:11,RespRate,21
-11:11,SysABP,97
-11:26,DiasABP,60
-11:26,HR,88
-11:26,MAP,75
-11:26,RespRate,36
-11:26,SysABP,102
-11:26,Temp,36.3
-11:26,Urine,25
-12:26,DiasABP,53
-12:26,HR,83
-12:26,MAP,65
-12:26,RespRate,22
-12:26,SysABP,85
-12:26,Temp,35.9
-12:26,Urine,26
-12:41,DiasABP,57
-12:41,NIDiasABP,43
-12:41,NISysABP,86
-12:41,RespRate,26
-12:41,SysABP,91
-12:54,TroponinT,0.2
-12:56,DiasABP,52
-12:56,HR,79
-12:56,MAP,64
-12:56,RespRate,32
-12:56,SysABP,85
-13:11,DiasABP,54
-13:11,HR,80
-13:11,MAP,66
-13:11,RespRate,28
-13:11,SysABP,88
-13:16,DiasABP,56
-13:16,HR,84
-13:16,MAP,69
-13:16,RespRate,26
-13:16,SysABP,95
-13:16,Temp,36.6
-13:26,DiasABP,55
-13:26,HR,79
-13:26,MAP,68
-13:26,RespRate,28
-13:26,SysABP,92
-13:26,Urine,30
-14:26,DiasABP,55
-14:26,GCS,15
-14:26,HR,80
-14:26,MAP,68
-14:26,NIDiasABP,47
-14:26,NIMAP,73
-14:26,NISysABP,93
-14:26,RespRate,24
-14:26,SysABP,91
-14:26,Temp,37.6
-14:26,Urine,25
-14:55,pH,7.34
-14:55,PaCO2,35
-14:55,PaO2,80
-15:26,DiasABP,55
-15:26,HR,80
-15:26,MAP,67
-15:26,RespRate,23
-15:26,SysABP,90
-15:26,Urine,50
-15:55,Lactate,2.2
-16:26,DiasABP,59
-16:26,HR,77
-16:26,MAP,77
-16:26,RespRate,25
-16:26,SysABP,114
-16:26,Urine,25
-17:26,DiasABP,55
-17:26,HR,75
-17:26,MAP,71
-17:26,RespRate,31
-17:26,SysABP,101
-17:26,Urine,17
-18:26,DiasABP,58
-18:26,GCS,15
-18:26,HR,75
-18:26,MAP,75
-18:26,RespRate,21
-18:26,SysABP,106
-18:26,Temp,37.8
-18:26,Urine,45
-19:26,DiasABP,47
-19:26,HR,76
-19:26,MAP,59
-19:26,RespRate,14
-19:26,SysABP,79
-19:26,Urine,20
-20:16,BUN,42
-20:16,Creatinine,1.5
-20:16,Glucose,132
-20:16,HCO3,22
-20:16,HCT,31
-20:16,Mg,2.9
-20:16,Platelets,176
-20:16,K,4.9
-20:16,Na,133
-20:16,WBC,8.6
-20:26,DiasABP,52
-20:26,HR,80
-20:26,MAP,65
-20:26,RespRate,21
-20:26,SysABP,87
-20:26,Urine,25
-21:26,DiasABP,51
-21:26,HR,78
-21:26,MAP,65
-21:26,RespRate,16
-21:26,SysABP,87
-21:26,Urine,25
-22:26,DiasABP,51
-22:26,GCS,15
-22:26,HR,79
-22:26,MAP,65
-22:26,RespRate,16
-22:26,SysABP,87
-22:26,Temp,37.8
-22:26,Urine,35
-23:26,DiasABP,49
-23:26,HR,76
-23:26,MAP,63
-23:26,RespRate,17
-23:26,SysABP,91
-23:26,Urine,30
-24:26,DiasABP,50
-24:26,HR,73
-24:26,MAP,62
-24:26,RespRate,13
-24:26,SysABP,80
-24:26,Urine,45
-25:26,DiasABP,49
-25:26,HR,73
-25:26,MAP,63
-25:26,RespRate,15
-25:26,SysABP,88
-25:26,Urine,20
-26:26,DiasABP,46
-26:26,GCS,15
-26:26,HR,76
-26:26,MAP,58
-26:26,RespRate,19
-26:26,SysABP,76
-26:26,Temp,37.4
-26:26,Urine,27
-27:26,DiasABP,51
-27:26,HR,78
-27:26,MAP,66
-27:26,RespRate,20
-27:26,SysABP,89
-27:26,Urine,24
-28:26,DiasABP,55
-28:26,HR,75
-28:26,MAP,67
-28:26,RespRate,14
-28:26,SysABP,85
-28:26,Urine,30
-29:26,DiasABP,57
-29:26,HR,76
-29:26,MAP,71
-29:26,RespRate,15
-29:26,SysABP,92
-29:26,Urine,26
-30:26,DiasABP,55
-30:26,GCS,15
-30:26,HR,74
-30:26,MAP,73
-30:26,RespRate,18
-30:26,SysABP,104
-30:26,Temp,36.6
-30:26,Urine,20
-31:26,DiasABP,46
-31:26,HR,70
-31:26,MAP,61
-31:26,RespRate,11
-31:26,SysABP,82
-31:26,Urine,22
-32:26,DiasABP,48
-32:26,HR,69
-32:26,MAP,64
-32:26,RespRate,13
-32:26,SysABP,90
-32:26,Urine,26
-32:37,pH,7.35
-33:26,BUN,48
-33:26,Creatinine,1.3
-33:26,DiasABP,46
-33:26,Glucose,132
-33:26,HCO3,22
-33:26,HCT,28.4
-33:26,HR,72
-33:26,Mg,2.8
-33:26,MAP,61
-33:26,Platelets,159
-33:26,K,4.9
-33:26,Na,135
-33:26,RespRate,19
-33:26,SysABP,84
-33:26,Urine,40
-33:26,WBC,8.2
-34:26,DiasABP,52
-34:26,GCS,15
-34:26,HR,69
-34:26,MAP,68
-34:26,RespRate,11
-34:26,SysABP,95
-34:26,Temp,36.3
-34:26,Urine,21
-35:26,DiasABP,55
-35:26,HR,71
-35:26,MAP,71
-35:26,RespRate,12
-35:26,SysABP,96
-35:26,Urine,35
-35:26,Weight,76.7
-36:26,DiasABP,55
-36:26,HR,70
-36:26,MAP,71
-36:26,RespRate,12
-36:26,SysABP,97
-36:26,Urine,20
-36:26,Weight,76.7
-37:26,DiasABP,60
-37:26,HR,71
-37:26,MAP,76
-37:26,RespRate,13
-37:26,SysABP,105
-37:26,Urine,30
-37:26,Weight,76.7
-38:26,DiasABP,55
-38:26,GCS,15
-38:26,HR,70
-38:26,MAP,72
-38:26,RespRate,21
-38:26,SysABP,99
-38:26,Temp,35.7
-38:26,Urine,35
-38:26,Weight,76.7
-39:26,DiasABP,52
-39:26,HR,70
-39:26,MAP,69
-39:26,RespRate,13
-39:26,SysABP,97
-39:26,Urine,25
-39:26,Weight,76.7
-40:26,DiasABP,53
-40:26,HR,69
-40:26,MAP,72
-40:26,RespRate,15
-40:26,SysABP,104
-40:26,Urine,45
-40:26,Weight,76.7
-41:26,DiasABP,53
-41:26,HR,72
-41:26,MAP,69
-41:26,RespRate,18
-41:26,SysABP,92
-41:26,Urine,20
-41:26,Weight,76.7
-41:27,HCT,28.6
-42:26,DiasABP,56
-42:26,GCS,15
-42:26,HR,70
-42:26,MAP,72
-42:26,RespRate,20
-42:26,SysABP,93
-42:26,Temp,35.7
-42:26,Urine,45
-42:26,Weight,76.7
-43:26,DiasABP,52
-43:26,HR,72
-43:26,MAP,70
-43:26,RespRate,19
-43:26,SysABP,99
-43:26,Urine,45
-43:26,Weight,76.7
-44:26,DiasABP,50
-44:26,HR,72
-44:26,MAP,67
-44:26,RespRate,19
-44:26,SysABP,97
-44:26,Urine,40
-44:26,Weight,76.7
-45:26,DiasABP,52
-45:26,HR,73
-45:26,MAP,68
-45:26,RespRate,12
-45:26,SysABP,94
-45:26,Urine,45
-45:26,Weight,76.7
-46:26,DiasABP,43
-46:26,GCS,15
-46:26,HR,70
-46:26,MAP,67
-46:26,RespRate,18
-46:26,SysABP,93
-46:26,Temp,35.6
-46:26,Urine,30
-46:26,Weight,76.7
-47:08,BUN,48
-47:08,Creatinine,1
-47:08,Glucose,123
-47:08,HCO3,21
-47:08,Mg,2.6
-47:08,K,4.9
-47:08,Na,135
-47:08,TroponinT,0.16
-47:26,DiasABP,57
-47:26,HR,71
-47:26,MAP,77
-47:26,RespRate,16
-47:26,SysABP,103
-47:26,Urine,40
-47:26,Weight,76.7
diff --git a/data/set-a/132769.txt b/data/set-a/132769.txt
deleted file mode 100644
index 116554443093da9eb7e173c9255b555950386b9f..0000000000000000000000000000000000000000
--- a/data/set-a/132769.txt
+++ /dev/null
@@ -1,305 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132769
-00:00,Age,22
-00:00,Gender,1
-00:00,Height,195.6
-00:00,ICUType,3
-00:00,Weight,70
-00:56,HR,100
-00:56,NIDiasABP,43
-00:56,NIMAP,67
-00:56,NISysABP,115
-00:56,Temp,36.2
-00:56,Urine,200
-01:41,GCS,15
-01:41,HR,97
-01:41,NIDiasABP,42
-01:41,NIMAP,68.67
-01:41,NISysABP,122
-01:41,Urine,50
-02:41,Glucose,155
-02:41,HCT,36.3
-02:41,HR,104
-02:41,Mg,1.5
-02:41,NIDiasABP,54
-02:41,NIMAP,74.33
-02:41,NISysABP,115
-02:41,K,4.9
-02:41,Urine,60
-04:41,GCS,15
-04:41,HR,96
-04:41,NIDiasABP,55
-04:41,NIMAP,74
-04:41,NISysABP,112
-04:41,Temp,36.5
-04:41,Urine,60
-05:41,GCS,15
-05:41,HR,89
-05:41,NIDiasABP,53
-05:41,NIMAP,74.67
-05:41,NISysABP,118
-05:41,Urine,50
-06:21,HCT,36.7
-06:41,HR,87
-06:41,NIDiasABP,51
-06:41,NIMAP,71.33
-06:41,NISysABP,112
-06:56,NIDiasABP,64
-06:56,NIMAP,86.33
-06:56,NISysABP,131
-07:26,NIDiasABP,74
-07:26,NIMAP,93.67
-07:26,NISysABP,133
-07:56,NIDiasABP,72
-07:56,NIMAP,87.33
-07:56,NISysABP,118
-08:41,Urine,80
-09:26,HR,85
-09:41,GCS,15
-09:41,HR,79
-09:41,NIDiasABP,57
-09:41,NIMAP,82
-09:41,NISysABP,132
-09:41,Temp,37.1
-09:41,Urine,100
-10:01,NIDiasABP,50
-10:01,NIMAP,75.33
-10:01,NISysABP,126
-10:41,GCS,15
-10:41,HR,80
-10:41,NIDiasABP,51
-10:41,NIMAP,74.67
-10:41,NISysABP,122
-10:41,Urine,100
-11:06,BUN,19
-11:06,Creatinine,0.9
-11:06,Glucose,155
-11:06,HCO3,28
-11:06,HCT,34
-11:06,Mg,2.6
-11:06,Platelets,177
-11:06,K,6.9
-11:06,Na,139
-11:06,WBC,19
-11:41,GCS,14
-11:41,HR,83
-11:41,NIDiasABP,64
-11:41,NIMAP,82.33
-11:41,NISysABP,119
-11:41,Urine,80
-12:11,pH,7.39
-12:13,K,4.9
-12:41,GCS,15
-12:41,HR,81
-12:41,NIDiasABP,77
-12:41,NIMAP,89.67
-12:41,NISysABP,115
-12:41,Temp,36.6
-12:41,Urine,80
-13:41,HR,80
-13:41,NIDiasABP,53
-13:41,NIMAP,79
-13:41,NISysABP,131
-13:41,Urine,60
-14:41,GCS,15
-14:41,HCT,32
-14:41,HR,75
-14:41,NIDiasABP,104
-14:41,NIMAP,118.3
-14:41,NISysABP,147
-14:41,Urine,60
-16:41,GCS,15
-16:41,HR,78
-16:41,NIDiasABP,64
-16:41,NIMAP,90
-16:41,NISysABP,142
-16:41,Temp,37
-16:41,Urine,70
-17:41,GCS,15
-17:41,HR,81
-17:41,NIDiasABP,54
-17:41,NIMAP,80.67
-17:41,NISysABP,134
-18:41,GCS,15
-18:41,HR,84
-18:41,NIDiasABP,51
-18:41,NIMAP,74.67
-18:41,NISysABP,122
-18:41,Urine,60
-19:41,GCS,15
-20:41,GCS,15
-20:41,HCT,28.2
-20:41,HR,87
-20:41,NIDiasABP,55
-20:41,NIMAP,84
-20:41,NISysABP,142
-20:41,Temp,37.2
-20:41,Urine,80
-21:41,GCS,15
-22:41,GCS,15
-22:41,HR,86
-22:41,NIDiasABP,56
-22:41,NIMAP,82.67
-22:41,NISysABP,136
-22:41,Urine,80
-23:41,GCS,15
-24:41,GCS,15
-24:41,HR,93
-24:41,NIDiasABP,61
-24:41,NIMAP,88.33
-24:41,NISysABP,143
-24:41,Temp,37.3
-24:41,Urine,60
-26:41,GCS,15
-26:41,HR,88
-26:41,NIDiasABP,48
-26:41,NIMAP,75.67
-26:41,NISysABP,131
-26:41,Urine,100
-27:28,HCT,25.3
-28:41,GCS,14
-28:41,HR,87
-28:41,NIDiasABP,54
-28:41,NIMAP,78.67
-28:41,NISysABP,128
-28:41,Temp,36.9
-28:41,Urine,100
-29:41,HR,102
-29:41,NIDiasABP,55
-29:41,NIMAP,84
-29:41,NISysABP,142
-29:41,Urine,80
-29:56,HR,94
-29:56,NIDiasABP,55
-29:56,NIMAP,84
-29:56,NISysABP,142
-29:56,Temp,36.5
-30:26,HR,92
-30:26,NIDiasABP,55
-30:26,NIMAP,82
-30:26,NISysABP,136
-30:26,Temp,37.2
-30:41,GCS,14
-30:41,HR,94
-30:41,NIDiasABP,55
-30:41,NIMAP,82
-30:41,NISysABP,136
-30:41,Urine,60
-31:41,HR,89
-31:41,NIDiasABP,57
-31:41,NIMAP,80.33
-31:41,NISysABP,127
-31:41,Urine,65
-32:41,GCS,14
-32:41,HR,92
-32:41,NIDiasABP,58
-32:41,NIMAP,86
-32:41,NISysABP,142
-32:41,Temp,37.4
-32:41,Urine,60
-33:41,HR,89
-33:41,NIDiasABP,60
-33:41,NIMAP,82.33
-33:41,NISysABP,127
-33:41,Urine,40
-34:41,GCS,13
-34:41,HR,83
-34:41,NIDiasABP,46
-34:41,NIMAP,71
-34:41,NISysABP,121
-34:41,Urine,50
-35:41,HR,93
-35:41,NIDiasABP,66
-35:41,NIMAP,90.67
-35:41,NISysABP,140
-35:41,Urine,60
-36:41,GCS,14
-36:41,HR,96
-36:41,NIDiasABP,70
-36:41,NIMAP,96.33
-36:41,NISysABP,149
-36:41,Temp,36.9
-36:41,Urine,40
-37:11,ALP,44
-37:11,ALT,139
-37:11,AST,158
-37:11,Bilirubin,0.7
-37:11,BUN,18
-37:11,Creatinine,0.7
-37:11,Glucose,152
-37:11,HCO3,30
-37:11,HCT,29.3
-37:11,Mg,2
-37:11,Platelets,109
-37:11,K,4.6
-37:11,Na,141
-37:11,WBC,13.5
-37:41,HR,89
-37:41,NIDiasABP,65
-37:41,NIMAP,93.67
-37:41,NISysABP,151
-37:41,Urine,60
-38:41,GCS,14
-38:41,HR,93
-38:41,NIDiasABP,68
-38:41,NIMAP,95.67
-38:41,NISysABP,151
-38:41,Urine,60
-41:25,pH,7.46
-41:25,PaCO2,42
-41:25,PaO2,114
-43:12,pH,7.38
-43:12,PaCO2,43
-43:12,PaO2,132
-43:52,pH,7.37
-43:52,PaCO2,44
-43:52,PaO2,159
-44:59,pH,7.37
-44:59,PaCO2,44
-44:59,PaO2,183
-45:56,DiasABP,45
-45:56,GCS,3
-45:56,HR,96
-45:56,MAP,64
-45:56,SysABP,108
-45:56,Temp,36.6
-45:56,Urine,315
-45:56,Urine,20
-46:05,FiO2,0.4
-46:05,MechVent,1
-46:11,Albumin,2.1
-46:11,BUN,18
-46:11,Creatinine,0.6
-46:11,DiasABP,45
-46:11,Glucose,131
-46:11,HCO3,26
-46:11,HCT,28.6
-46:11,HR,96
-46:11,Mg,1.3
-46:11,MAP,77
-46:11,Platelets,75
-46:11,K,4.4
-46:11,Na,138
-46:11,SysABP,109
-46:11,WBC,11.4
-46:26,DiasABP,50
-46:26,HR,96
-46:26,MAP,72
-46:26,SysABP,118
-46:39,pH,7.36
-46:39,PaCO2,43
-46:39,PaO2,144
-46:41,DiasABP,59
-46:41,GCS,6
-46:41,HR,96
-46:41,MAP,78
-46:41,SysABP,124
-46:41,Urine,100
-47:11,DiasABP,56
-47:11,HR,96
-47:11,MAP,76
-47:11,SysABP,119
-47:41,DiasABP,56
-47:41,HR,95
-47:41,MAP,76
-47:41,SysABP,118
diff --git a/data/set-a/132772.txt b/data/set-a/132772.txt
deleted file mode 100644
index d2e009541ea3444c5ca0baa186eee64b2f1d99b4..0000000000000000000000000000000000000000
--- a/data/set-a/132772.txt
+++ /dev/null
@@ -1,345 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132772
-00:00,Age,68
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,70.4
-00:51,FiO2,0.5
-00:51,GCS,15
-00:51,HR,116
-00:51,NIDiasABP,59
-00:51,NIMAP,74.67
-00:51,NISysABP,106
-00:51,Temp,36.7
-00:51,Urine,300
-00:51,Weight,70.4
-01:36,FiO2,0.31
-01:36,HR,110
-01:36,NIDiasABP,69
-01:36,NIMAP,77.33
-01:36,NISysABP,94
-01:36,Urine,35
-01:36,Weight,70.4
-02:36,GCS,15
-02:36,HR,98
-02:36,NIDiasABP,52
-02:36,NIMAP,66
-02:36,NISysABP,94
-02:36,Weight,70.4
-03:36,HR,100
-03:36,NIDiasABP,56
-03:36,NIMAP,74.33
-03:36,NISysABP,111
-03:36,Urine,120
-03:36,Weight,70.4
-04:36,HR,95
-04:36,NIDiasABP,68
-04:36,NIMAP,82
-04:36,NISysABP,110
-04:36,Urine,120
-04:36,Weight,70.4
-05:36,HR,94
-05:36,NIDiasABP,56
-05:36,NIMAP,68
-05:36,NISysABP,92
-05:36,Weight,70.4
-05:46,TroponinT,0.4
-06:36,FiO2,0.31
-06:36,GCS,15
-06:36,HR,94
-06:36,NIDiasABP,56
-06:36,NIMAP,74
-06:36,NISysABP,110
-06:36,Temp,36.9
-06:36,Urine,60
-06:36,Weight,70.4
-10:36,ALP,53
-10:36,ALT,27
-10:36,AST,41
-10:36,Bilirubin,0.4
-10:36,TroponinT,0.38
-15:36,TroponinT,0.28
-24:01,BUN,38
-24:01,Creatinine,1.3
-24:01,Glucose,152
-24:01,HCO3,29
-24:01,HCT,33.6
-24:01,Mg,2.3
-24:01,Platelets,236
-24:01,K,3.8
-24:01,Na,142
-24:01,TroponinT,0.3
-24:01,WBC,11.2
-28:42,Lactate,4.9
-29:36,FiO2,1
-29:36,GCS,11
-29:36,HR,124
-29:36,NIDiasABP,84
-29:36,NIMAP,105.3
-29:36,NISysABP,148
-29:36,Temp,35.8
-29:36,Weight,70.4
-29:51,HR,125
-29:51,NIDiasABP,83
-29:51,NIMAP,98
-29:51,NISysABP,128
-29:51,Weight,70.4
-30:06,HR,124
-30:06,NIDiasABP,84
-30:06,NIMAP,104.3
-30:06,NISysABP,145
-30:06,Weight,70.4
-30:21,FiO2,1
-30:21,HR,100
-30:21,MechVent,1
-30:21,NIDiasABP,43
-30:21,NIMAP,58
-30:21,NISysABP,88
-30:21,Weight,70.4
-30:26,HR,97
-30:26,NIDiasABP,51
-30:26,NIMAP,66.33
-30:26,NISysABP,97
-30:26,Weight,70.4
-30:31,HR,106
-30:31,NIDiasABP,56
-30:31,NIMAP,77.33
-30:31,NISysABP,120
-30:31,Weight,70.4
-30:36,GCS,11
-30:36,HR,97
-30:36,MechVent,1
-30:36,NIDiasABP,46
-30:36,NIMAP,62.33
-30:36,NISysABP,95
-30:36,Weight,70.4
-30:41,HR,109
-30:41,NIDiasABP,77
-30:41,NIMAP,93.33
-30:41,NISysABP,126
-30:41,Weight,70.4
-30:46,HR,106
-30:46,NIDiasABP,53
-30:46,NIMAP,72.67
-30:46,NISysABP,112
-30:46,Weight,70.4
-30:51,HR,99
-30:51,NIDiasABP,46
-30:51,NIMAP,65.33
-30:51,NISysABP,104
-30:51,Weight,70.4
-30:56,HR,97
-30:56,NIDiasABP,51
-30:56,NIMAP,68.67
-30:56,NISysABP,104
-30:56,Weight,70.4
-30:59,BUN,45
-30:59,Creatinine,1.6
-30:59,Glucose,188
-30:59,HCO3,27
-30:59,HCT,38.7
-30:59,Mg,2.5
-30:59,Platelets,287
-30:59,K,4.7
-30:59,Na,146
-30:59,TroponinT,0.53
-30:59,WBC,16.1
-31:01,HR,94
-31:01,NIDiasABP,52
-31:01,NIMAP,62.67
-31:01,NISysABP,84
-31:01,Weight,70.4
-31:06,HR,96
-31:06,NIDiasABP,52
-31:06,NIMAP,65
-31:06,NISysABP,91
-31:06,Weight,70.4
-31:11,HR,95
-31:11,NIDiasABP,52
-31:11,NIMAP,65.33
-31:11,NISysABP,92
-31:11,Weight,70.4
-31:21,HR,94
-31:21,NIDiasABP,52
-31:21,NIMAP,66.67
-31:21,NISysABP,96
-31:21,Weight,70.4
-31:36,DiasABP,56
-31:36,HR,94
-31:36,MAP,73
-31:36,NIDiasABP,55
-31:36,NIMAP,67.33
-31:36,NISysABP,92
-31:36,SysABP,111
-31:36,Weight,70.4
-31:51,DiasABP,53
-31:51,HR,92
-31:51,MAP,70
-31:51,SysABP,104
-31:51,Weight,70.4
-32:06,DiasABP,53
-32:06,HR,91
-32:06,MAP,68
-32:06,SysABP,92
-32:06,Weight,70.4
-32:12,pH,7.29
-32:12,Lactate,0.8
-32:12,PaCO2,58
-32:12,PaO2,145
-32:21,DiasABP,51
-32:21,HR,95
-32:21,MAP,66
-32:21,SysABP,88
-32:21,Weight,70.4
-32:36,DiasABP,55
-32:36,FiO2,1
-32:36,GCS,10
-32:36,HR,97
-32:36,MAP,71
-32:36,SysABP,95
-32:36,Weight,70.4
-32:51,DiasABP,53
-32:51,HR,93
-32:51,MAP,67
-32:51,SysABP,89
-32:51,Weight,70.4
-33:06,DiasABP,48
-33:06,HR,90
-33:06,MAP,61
-33:06,SysABP,80
-33:06,Weight,70.4
-33:21,DiasABP,66
-33:21,HR,90
-33:21,MAP,121
-33:21,SysABP,110
-33:21,Weight,70.4
-33:26,FiO2,0.7
-33:26,MechVent,1
-33:36,DiasABP,61
-33:36,HR,96
-33:36,MAP,77
-33:36,SysABP,101
-33:36,Weight,70.4
-33:51,DiasABP,57
-33:51,HR,92
-33:51,MAP,71
-33:51,SysABP,94
-33:51,Weight,70.4
-34:06,DiasABP,59
-34:06,HR,102
-34:06,MAP,75
-34:06,SysABP,98
-34:06,Weight,70.4
-34:11,pH,7.31
-34:11,PaCO2,52
-34:11,PaO2,96
-34:36,DiasABP,58
-34:36,GCS,7
-34:36,HR,85
-34:36,MAP,74
-34:36,SysABP,102
-34:36,Temp,36.8
-34:36,Weight,70.4
-35:06,FiO2,0.6
-35:06,MechVent,1
-35:36,DiasABP,55
-35:36,HR,77
-35:36,MAP,70
-35:36,SysABP,100
-35:36,Weight,70.4
-36:03,pH,7.37
-36:03,PaCO2,42
-36:03,PaO2,90
-36:36,DiasABP,65
-36:36,HR,78
-36:36,MAP,81
-36:36,SysABP,113
-36:36,Weight,70.4
-37:06,DiasABP,62
-37:06,HR,74
-37:06,MAP,76
-37:06,SysABP,102
-37:06,Weight,70.4
-37:36,DiasABP,63
-37:36,HR,78
-37:36,MAP,77
-37:36,SysABP,101
-37:36,Weight,70.4
-38:36,DiasABP,56
-38:36,GCS,10
-38:36,HR,79
-38:36,MAP,73
-38:36,SysABP,101
-38:36,Temp,37.2
-38:36,Weight,70.4
-39:36,DiasABP,57
-39:36,FiO2,0.6
-39:36,HR,73
-39:36,MAP,70
-39:36,MechVent,1
-39:36,SysABP,92
-39:36,TroponinT,1.57
-39:36,Weight,70.4
-40:36,DiasABP,59
-40:36,HR,67
-40:36,MAP,74
-40:36,SysABP,100
-40:36,Weight,70.4
-41:36,DiasABP,57
-41:36,HR,67
-41:36,MAP,71
-41:36,SysABP,97
-41:36,Weight,70.4
-42:36,DiasABP,55
-42:36,FiO2,0.6
-42:36,GCS,10
-42:36,HR,64
-42:36,MAP,69
-42:36,MechVent,1
-42:36,SysABP,95
-42:36,Temp,37.2
-42:36,Weight,70.4
-43:36,DiasABP,48
-43:36,HR,86
-43:36,MAP,62
-43:36,SysABP,90
-43:36,Weight,70.4
-44:36,DiasABP,51
-44:36,FiO2,0.6
-44:36,HR,70
-44:36,MAP,66
-44:36,MechVent,1
-44:36,SysABP,96
-44:36,Weight,70.4
-45:36,DiasABP,46
-45:36,HR,61
-45:36,MAP,57
-45:36,SysABP,81
-45:36,Weight,70.4
-45:51,DiasABP,49
-45:51,MAP,63
-45:51,SysABP,89
-46:36,DiasABP,52
-46:36,GCS,10
-46:36,HR,65
-46:36,MAP,67
-46:36,SysABP,93
-46:36,Temp,37
-46:36,Weight,70.4
-47:32,BUN,48
-47:32,Creatinine,1.3
-47:32,Glucose,162
-47:32,HCO3,25
-47:32,HCT,34.5
-47:32,Mg,2.3
-47:32,Platelets,363
-47:32,K,4.4
-47:32,Na,147
-47:32,TroponinT,1.64
-47:32,WBC,15.2
-47:36,DiasABP,50
-47:36,HR,73
-47:36,MAP,63
-47:36,SysABP,89
-47:36,Weight,70.4
diff --git a/data/set-a/132773.txt b/data/set-a/132773.txt
deleted file mode 100644
index b4a588f9f98628701eb6d1089e29f1cadd9b947c..0000000000000000000000000000000000000000
--- a/data/set-a/132773.txt
+++ /dev/null
@@ -1,379 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132773
-00:00,Age,87
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,54
-01:00,GCS,11
-01:00,HR,88
-01:00,NIDiasABP,49
-01:00,NIMAP,65.67
-01:00,NISysABP,99
-01:00,RespRate,26
-01:00,Temp,36.7
-01:00,Urine,70
-01:00,Weight,54
-01:15,HR,84
-01:15,NIDiasABP,44
-01:15,NIMAP,59
-01:15,NISysABP,89
-01:15,RespRate,22
-01:15,Weight,54
-01:30,HR,84
-01:30,NIDiasABP,48
-01:30,NIMAP,64
-01:30,NISysABP,96
-01:30,RespRate,20
-01:30,Weight,54
-02:00,HR,87
-02:00,NIDiasABP,49
-02:00,NIMAP,64.33
-02:00,NISysABP,95
-02:00,RespRate,23
-02:00,Weight,54
-03:00,BUN,33
-03:00,Creatinine,1.5
-03:00,Glucose,202
-03:00,HCO3,20
-03:00,HCT,29.7
-03:00,HR,87
-03:00,Mg,2.1
-03:00,NIDiasABP,53
-03:00,NIMAP,67.33
-03:00,NISysABP,96
-03:00,Platelets,194
-03:00,K,4
-03:00,Na,144
-03:00,RespRate,25
-03:00,Urine,70
-03:00,WBC,7.2
-03:00,Weight,54
-04:00,HR,84
-04:00,NIDiasABP,42
-04:00,NIMAP,60.33
-04:00,NISysABP,97
-04:00,RespRate,20
-04:00,Weight,54
-05:00,HR,85
-05:00,NIDiasABP,49
-05:00,NIMAP,63
-05:00,NISysABP,91
-05:00,RespRate,25
-05:00,Urine,70
-05:00,Weight,54
-06:00,GCS,11
-06:00,HR,86
-06:00,NIDiasABP,44
-06:00,NIMAP,59
-06:00,NISysABP,89
-06:00,RespRate,24
-06:00,Temp,36.7
-06:00,Urine,25
-06:00,Weight,54
-06:15,FiO2,1
-07:00,HR,90
-07:00,NIDiasABP,46
-07:00,NIMAP,63
-07:00,NISysABP,97
-07:00,RespRate,25
-07:00,Weight,54
-08:00,HR,88
-08:00,NIDiasABP,46
-08:00,NIMAP,63.67
-08:00,NISysABP,99
-08:00,RespRate,22
-08:00,Urine,40
-08:00,Weight,54
-09:00,HR,81
-09:00,NIDiasABP,42
-09:00,NIMAP,57.33
-09:00,NISysABP,88
-09:00,RespRate,24
-09:00,Urine,30
-09:00,Weight,54
-10:00,GCS,10
-10:00,HR,78
-10:00,NIDiasABP,45
-10:00,NIMAP,63
-10:00,NISysABP,99
-10:00,RespRate,22
-10:00,Temp,37.3
-10:00,Weight,54
-11:00,HR,83
-11:00,NIDiasABP,42
-11:00,NIMAP,58
-11:00,NISysABP,90
-11:00,RespRate,28
-11:00,Urine,50
-11:00,Weight,54
-11:09,BUN,32
-11:09,Creatinine,1.4
-11:09,Glucose,155
-11:09,HCO3,22
-11:09,HCT,27.6
-11:09,Mg,1.9
-11:09,Platelets,159
-11:09,K,3.8
-11:09,Na,143
-11:09,WBC,5.7
-11:40,Lactate,1.8
-12:00,HR,85
-12:00,NIDiasABP,46
-12:00,NIMAP,62.67
-12:00,NISysABP,96
-12:00,RespRate,25
-12:00,Weight,54
-13:00,HR,85
-13:00,NIDiasABP,38
-13:00,NIMAP,56
-13:00,NISysABP,92
-13:00,RespRate,27
-13:00,Urine,70
-13:00,Weight,54
-14:00,GCS,7
-14:00,HR,94
-14:00,NIDiasABP,60
-14:00,NIMAP,82
-14:00,NISysABP,126
-14:00,RespRate,31
-14:00,Temp,37.7
-14:00,Weight,54
-15:00,HR,94
-15:00,NIDiasABP,54
-15:00,NIMAP,74
-15:00,NISysABP,114
-15:00,RespRate,30
-15:00,Urine,90
-15:00,Weight,54
-15:02,pH,7.44
-15:02,PaCO2,31
-15:02,PaO2,116
-16:00,HR,92
-16:00,NIDiasABP,51
-16:00,NIMAP,69.67
-16:00,NISysABP,107
-16:00,RespRate,28
-16:00,Urine,55
-16:00,Weight,54
-16:02,Lactate,1.4
-17:00,HR,84
-17:00,NIDiasABP,39
-17:00,NIMAP,55.67
-17:00,NISysABP,89
-17:00,RespRate,27
-17:00,Urine,20
-17:00,Weight,54
-18:00,GCS,10
-18:00,HR,84
-18:00,NIDiasABP,30
-18:00,NIMAP,59.33
-18:00,NISysABP,118
-18:00,Temp,38.1
-18:00,Urine,30
-18:00,Weight,54
-19:00,HR,89
-19:00,NIDiasABP,52
-19:00,NIMAP,72
-19:00,NISysABP,112
-19:00,RespRate,20
-19:00,Urine,70
-19:00,Weight,54
-20:00,HR,88
-20:00,NIDiasABP,53
-20:00,NIMAP,75.67
-20:00,NISysABP,121
-20:00,RespRate,22
-20:00,Urine,50
-20:00,Weight,54
-21:00,DiasABP,58
-21:00,HR,82
-21:00,MAP,83
-21:00,RespRate,19
-21:00,SysABP,129
-21:00,Urine,55
-21:00,Weight,54
-22:00,DiasABP,60
-22:00,GCS,11
-22:00,HR,95
-22:00,MAP,85
-22:00,RespRate,22
-22:00,SysABP,125
-22:00,Temp,38.3
-22:00,Weight,54
-22:42,pH,7.41
-22:42,PaCO2,35
-22:42,PaO2,105
-23:00,DiasABP,48
-23:00,HR,85
-23:00,MAP,68
-23:00,RespRate,27
-23:00,SysABP,102
-23:00,Urine,75
-23:00,Weight,54
-24:00,DiasABP,48
-24:00,HR,79
-24:00,MAP,69
-24:00,RespRate,29
-24:00,SysABP,105
-24:00,Urine,50
-24:00,Weight,54
-26:00,DiasABP,72
-26:00,GCS,10
-26:00,HR,90
-26:00,MAP,103
-26:00,RespRate,27
-26:00,SysABP,144
-26:00,Temp,37.2
-26:00,Urine,80
-26:00,Weight,54
-27:00,DiasABP,59
-27:00,HR,84
-27:00,MAP,82
-27:00,RespRate,25
-27:00,SysABP,117
-27:00,Weight,54
-28:00,DiasABP,63
-28:00,FiO2,1
-28:00,HR,80
-28:00,MAP,87
-28:00,RespRate,27
-28:00,SysABP,123
-28:00,Urine,125
-28:00,Weight,54
-28:51,pH,7.41
-28:51,PaCO2,33
-28:51,PaO2,179
-29:00,DiasABP,66
-29:00,FiO2,0.6
-29:00,HR,82
-29:00,MAP,93
-29:00,RespRate,21
-29:00,SysABP,133
-29:00,Weight,54
-30:00,DiasABP,68
-30:00,GCS,10
-30:00,HR,91
-30:00,MAP,104
-30:00,RespRate,27
-30:00,SysABP,149
-30:00,Temp,36.6
-30:00,Urine,130
-30:00,Weight,54
-31:00,DiasABP,60
-31:00,HR,84
-31:00,MAP,91
-31:00,RespRate,27
-31:00,SysABP,134
-31:00,Weight,54
-32:00,DiasABP,58
-32:00,HR,81
-32:00,MAP,89
-32:00,RespRate,26
-32:00,SysABP,133
-32:00,Urine,150
-32:00,Weight,54
-33:00,DiasABP,58
-33:00,HR,83
-33:00,MAP,90
-33:00,RespRate,31
-33:00,SysABP,132
-33:00,Weight,54
-34:00,DiasABP,60
-34:00,FiO2,0.6
-34:00,GCS,10
-34:00,HR,80
-34:00,MAP,92
-34:00,RespRate,23
-34:00,SysABP,136
-34:00,Temp,36.4
-34:00,Urine,140
-34:00,Weight,54
-34:56,BUN,28
-34:56,Creatinine,1.1
-34:56,Glucose,171
-34:56,HCO3,22
-34:56,HCT,29.4
-34:56,Mg,2
-34:56,Platelets,171
-34:56,K,3.6
-34:56,Na,143
-34:56,WBC,6.9
-35:00,DiasABP,52
-35:00,HR,70
-35:00,MAP,77
-35:00,RespRate,24
-35:00,SysABP,119
-35:00,Weight,54
-36:00,DiasABP,54
-36:00,HR,76
-36:00,MAP,81
-36:00,RespRate,25
-36:00,SysABP,122
-36:00,Urine,90
-36:00,Weight,54
-38:00,DiasABP,50
-38:00,GCS,9
-38:00,HR,65
-38:00,MAP,75
-38:00,RespRate,23
-38:00,SysABP,124
-38:00,Temp,37.8
-38:00,Weight,54
-39:00,DiasABP,56
-39:00,HR,71
-39:00,MAP,88
-39:00,RespRate,27
-39:00,SysABP,144
-39:00,Urine,250
-39:00,Weight,54
-40:00,DiasABP,66
-40:00,HR,75
-40:00,MAP,100
-40:00,RespRate,26
-40:00,SysABP,145
-40:00,Weight,54
-41:00,DiasABP,65
-41:00,HR,80
-41:00,MAP,96
-41:00,RespRate,22
-41:00,SysABP,137
-41:00,Urine,80
-41:00,Weight,54
-42:00,DiasABP,59
-42:00,GCS,11
-42:00,HR,75
-42:00,MAP,87
-42:00,RespRate,25
-42:00,SysABP,128
-42:00,Temp,37.9
-42:00,Urine,320
-42:00,Weight,54
-43:00,DiasABP,64
-43:00,HR,73
-43:00,MAP,97
-43:00,RespRate,24
-43:00,SysABP,143
-43:00,Weight,54
-44:00,DiasABP,75
-44:00,HR,87
-44:00,MAP,110
-44:00,RespRate,15
-44:00,SysABP,157
-44:00,Urine,180
-44:00,Weight,54
-45:00,DiasABP,79
-45:00,HR,90
-45:00,MAP,118
-45:00,RespRate,24
-45:00,SysABP,166
-45:00,Weight,54
-46:00,DiasABP,66
-46:00,GCS,15
-46:00,HR,94
-46:00,MAP,89
-46:00,RespRate,17
-46:00,SysABP,131
-46:00,Temp,37.7
-46:00,Urine,200
-46:00,Weight,54
diff --git a/data/set-a/132774.txt b/data/set-a/132774.txt
deleted file mode 100644
index 0fa7271ad6704db2aad13a63cd25cfce508527c6..0000000000000000000000000000000000000000
--- a/data/set-a/132774.txt
+++ /dev/null
@@ -1,419 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132774
-00:00,Age,41
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,89.6
-00:54,GCS,10
-01:39,HR,77
-01:39,NIDiasABP,64
-01:39,NIMAP,89
-01:39,NISysABP,139
-01:39,Temp,37
-01:39,Weight,89.6
-01:54,FiO2,1
-01:54,GCS,10
-01:54,HR,85
-01:54,MechVent,1
-01:54,NIDiasABP,71
-01:54,NIMAP,90.33
-01:54,NISysABP,129
-01:54,Urine,450
-01:54,Weight,89.6
-02:14,FiO2,0.5
-02:54,DiasABP,0
-02:54,FiO2,0.5
-02:54,GCS,10
-02:54,HR,67
-02:54,MAP,64
-02:54,NIDiasABP,75
-02:54,NIMAP,106
-02:54,NISysABP,168
-02:54,SysABP,0
-02:54,Urine,35
-02:54,Weight,89.6
-03:54,DiasABP,72
-03:54,FiO2,0.4
-03:54,GCS,10
-03:54,HR,72
-03:54,MAP,100
-03:54,MechVent,1
-03:54,SysABP,162
-03:54,Urine,40
-03:54,Weight,89.6
-03:55,pH,7.53
-03:55,PaCO2,45
-03:55,PaO2,178
-03:55,SaO2,97
-04:54,DiasABP,70
-04:54,FiO2,0.4
-04:54,GCS,10
-04:54,HR,87
-04:54,MAP,97
-04:54,MechVent,1
-04:54,SysABP,155
-04:54,Temp,37.6
-04:54,Urine,55
-04:54,Weight,89.6
-05:24,FiO2,0.4
-05:24,MechVent,1
-05:54,DiasABP,82
-05:54,GCS,10
-05:54,HR,71
-05:54,MAP,112
-05:54,SysABP,172
-05:54,Urine,60
-05:54,Weight,89.6
-06:23,pH,7.37
-06:23,PaCO2,46
-06:23,PaO2,167
-06:23,SaO2,98
-06:54,DiasABP,89
-06:54,GCS,10
-06:54,HR,61
-06:54,MAP,117
-06:54,SysABP,184
-06:54,Urine,350
-06:54,Weight,89.6
-07:54,DiasABP,83
-07:54,GCS,10
-07:54,HR,87
-07:54,MAP,113
-07:54,SysABP,169
-07:54,Urine,300
-07:54,Weight,89.6
-08:54,DiasABP,75
-08:54,GCS,10
-08:54,HR,57
-08:54,MAP,103
-08:54,SysABP,160
-08:54,Temp,37.4
-08:54,Urine,100
-08:54,Weight,89.6
-09:24,FiO2,0.4
-09:24,MechVent,1
-09:29,Albumin,3.9
-09:29,ALP,62
-09:29,ALT,22
-09:29,AST,20
-09:29,Bilirubin,0.5
-09:29,BUN,12
-09:29,Creatinine,0.7
-09:29,Glucose,109
-09:29,HCO3,28
-09:29,HCT,40.8
-09:29,Mg,2.4
-09:29,Platelets,289
-09:29,K,4.1
-09:29,Na,142
-09:29,WBC,20.6
-09:54,DiasABP,76
-09:54,GCS,10
-09:54,HR,53
-09:54,MAP,106
-09:54,SysABP,166
-09:54,Urine,75
-09:54,Weight,89.6
-10:54,DiasABP,78
-10:54,GCS,10
-10:54,HR,57
-10:54,MAP,109
-10:54,SysABP,170
-10:54,Urine,75
-10:54,Weight,89.6
-11:54,DiasABP,79
-11:54,GCS,10
-11:54,HR,74
-11:54,MAP,108
-11:54,SysABP,170
-11:54,Urine,150
-11:54,Weight,89.6
-12:54,DiasABP,79
-12:54,FiO2,0.4
-12:54,GCS,10
-12:54,HR,65
-12:54,MAP,111
-12:54,MechVent,1
-12:54,SysABP,178
-12:54,Temp,37.6
-12:54,Urine,100
-12:54,Weight,89.6
-13:54,DiasABP,77
-13:54,GCS,10
-13:54,HR,54
-13:54,MAP,107
-13:54,SysABP,167
-13:54,Weight,89.6
-14:54,DiasABP,75
-14:54,FiO2,0.4
-14:54,GCS,10
-14:54,HR,49
-14:54,MAP,103
-14:54,MechVent,1
-14:54,SysABP,164
-14:54,Urine,230
-14:54,Weight,89.6
-15:54,DiasABP,77
-15:54,GCS,10
-15:54,HR,53
-15:54,MAP,109
-15:54,SysABP,176
-15:54,Weight,89.6
-16:14,FiO2,0.4
-16:14,MechVent,1
-16:54,DiasABP,81
-16:54,FiO2,0.4
-16:54,GCS,10
-16:54,HR,74
-16:54,MAP,115
-16:54,MechVent,1
-16:54,SysABP,176
-16:54,Temp,37.3
-16:54,Urine,225
-16:54,Weight,89.6
-17:54,DiasABP,79
-17:54,FiO2,0.4
-17:54,GCS,10
-17:54,HR,71
-17:54,MAP,112
-17:54,MechVent,1
-17:54,SysABP,177
-17:54,Urine,150
-17:54,Weight,89.6
-18:54,DiasABP,72
-18:54,FiO2,0.4
-18:54,GCS,10
-18:54,HR,49
-18:54,MAP,102
-18:54,SysABP,168
-18:54,Urine,125
-18:54,Weight,89.6
-19:54,DiasABP,72
-19:54,FiO2,0.4
-19:54,GCS,10
-19:54,HR,48
-19:54,MAP,100
-19:54,MechVent,1
-19:54,SysABP,168
-19:54,Weight,89.6
-20:54,DiasABP,72
-20:54,FiO2,0.4
-20:54,GCS,10
-20:54,HR,56
-20:54,MAP,102
-20:54,MechVent,1
-20:54,SysABP,171
-20:54,Temp,36.8
-20:54,Urine,100
-20:54,Weight,89.6
-21:54,DiasABP,76
-21:54,FiO2,0.5
-21:54,GCS,14
-21:54,HR,97
-21:54,MAP,105
-21:54,SysABP,165
-21:54,Weight,89.6
-22:54,DiasABP,63
-22:54,GCS,14
-22:54,HR,57
-22:54,MAP,91
-22:54,SysABP,171
-22:54,Urine,150
-22:54,Weight,89.6
-23:54,DiasABP,66
-23:54,GCS,14
-23:54,HR,69
-23:54,MAP,95
-23:54,SysABP,173
-23:54,Urine,75
-23:54,Weight,89.6
-24:54,DiasABP,63
-24:54,FiO2,0.5
-24:54,GCS,14
-24:54,HR,58
-24:54,MAP,91
-24:54,SysABP,170
-24:54,Temp,38.3
-24:54,Urine,170
-24:54,Weight,89.6
-25:54,DiasABP,61
-25:54,GCS,14
-25:54,HR,56
-25:54,MAP,90
-25:54,SysABP,176
-25:54,Weight,89.6
-26:24,DiasABP,61
-26:24,HR,57
-26:24,MAP,88
-26:24,SysABP,174
-26:24,Weight,89.6
-26:54,DiasABP,60
-26:54,GCS,14
-26:54,HR,58
-26:54,MAP,87
-26:54,SysABP,165
-26:54,Weight,89.6
-27:54,DiasABP,66
-27:54,GCS,14
-27:54,HR,62
-27:54,MAP,98
-27:54,SysABP,167
-27:54,Urine,375
-27:54,Weight,89.6
-28:54,DiasABP,73
-28:54,GCS,14
-28:54,HR,57
-28:54,MAP,112
-28:54,SysABP,186
-28:54,Temp,37.8
-28:54,Urine,275
-28:54,Weight,89.6
-29:54,DiasABP,65
-29:54,GCS,14
-29:54,HR,50
-29:54,MAP,99
-29:54,SysABP,172
-29:54,Urine,125
-29:54,Weight,89.6
-30:24,DiasABP,74
-30:24,HR,53
-30:24,MAP,111
-30:24,SysABP,184
-30:24,Weight,89.6
-30:54,DiasABP,71
-30:54,GCS,14
-30:54,HR,50
-30:54,MAP,105
-30:54,SysABP,170
-30:54,Urine,275
-30:54,Weight,89.6
-31:54,DiasABP,68
-31:54,HR,51
-31:54,MAP,102
-31:54,NIDiasABP,59
-31:54,NIMAP,87.67
-31:54,NISysABP,145
-31:54,SysABP,171
-31:54,Weight,89.6
-32:54,DiasABP,70
-32:54,GCS,14
-32:54,HR,53
-32:54,MAP,102
-32:54,NIDiasABP,65
-32:54,NIMAP,100.7
-32:54,NISysABP,172
-32:54,SysABP,175
-32:54,Temp,37.2
-32:54,Urine,425
-32:54,Weight,89.6
-33:15,BUN,9
-33:15,Creatinine,0.7
-33:15,Glucose,177
-33:15,HCO3,24
-33:15,HCT,40.2
-33:15,Mg,2
-33:15,Platelets,292
-33:15,K,3.7
-33:15,Na,140
-33:15,WBC,21.2
-33:32,pH,7.42
-33:32,PaCO2,39
-33:32,PaO2,72
-33:54,DiasABP,80
-33:54,HR,77
-33:54,MAP,112
-33:54,NIDiasABP,64
-33:54,NIMAP,93
-33:54,NISysABP,151
-33:54,SysABP,170
-33:54,Weight,89.6
-34:54,DiasABP,84
-34:54,GCS,14
-34:54,HR,70
-34:54,MAP,118
-34:54,SysABP,179
-34:54,Urine,180
-34:54,Weight,89.6
-35:54,DiasABP,75
-35:54,HR,55
-35:54,MAP,104
-35:54,SysABP,167
-35:54,Weight,89.6
-36:54,DiasABP,57
-36:54,GCS,14
-36:54,HR,62
-36:54,MAP,75
-36:54,SysABP,127
-36:54,Temp,37.3
-36:54,Urine,350
-36:54,Weight,89.6
-37:54,DiasABP,80
-37:54,GCS,14
-37:54,HR,60
-37:54,MAP,113
-37:54,SysABP,190
-37:54,Weight,89.6
-38:54,DiasABP,73
-38:54,GCS,14
-38:54,HR,60
-38:54,MAP,96
-38:54,SysABP,153
-38:54,Urine,325
-38:54,Weight,89.6
-39:54,GCS,14
-39:54,HR,62
-39:54,NIDiasABP,58
-39:54,NIMAP,88.67
-39:54,NISysABP,150
-39:54,Urine,330
-39:54,Weight,89.6
-40:54,GCS,14
-40:54,HR,79
-40:54,NIDiasABP,87
-40:54,NIMAP,113
-40:54,NISysABP,165
-40:54,Urine,250
-40:54,Weight,89.6
-41:54,GCS,15
-41:54,HR,51
-41:54,NIDiasABP,72
-41:54,NIMAP,100.3
-41:54,NISysABP,157
-41:54,Temp,37.6
-41:54,Urine,550
-41:54,Weight,89.6
-42:54,GCS,14
-42:54,HR,60
-42:54,NIDiasABP,78
-42:54,NIMAP,107
-42:54,NISysABP,165
-42:54,Urine,350
-42:54,Weight,89.6
-43:54,GCS,14
-43:54,HR,55
-43:54,NIDiasABP,53
-43:54,NIMAP,89.67
-43:54,NISysABP,163
-43:54,Weight,89.6
-44:54,GCS,14
-44:54,HR,55
-44:54,NIDiasABP,75
-44:54,NIMAP,101.3
-44:54,NISysABP,154
-44:54,Temp,37.3
-44:54,Urine,325
-44:54,Weight,89.6
-45:54,GCS,14
-45:54,HR,54
-45:54,NIDiasABP,59
-45:54,NIMAP,91
-45:54,NISysABP,155
-45:54,Weight,89.6
-46:54,GCS,14
-46:54,HR,67
-46:54,NIDiasABP,52
-46:54,NIMAP,82
-46:54,NISysABP,142
-46:54,Urine,275
-46:54,Weight,89.6
diff --git a/data/set-a/132776.txt b/data/set-a/132776.txt
deleted file mode 100644
index e16911f2e0e090e85d0be41638586b4e2536a38a..0000000000000000000000000000000000000000
--- a/data/set-a/132776.txt
+++ /dev/null
@@ -1,385 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132776
-00:00,Age,29
-00:00,Gender,0
-00:00,Height,170.2
-00:00,ICUType,3
-00:00,Weight,92
-00:25,HR,117
-00:25,NIDiasABP,75
-00:25,NIMAP,93.33
-00:25,NISysABP,130
-00:25,Weight,91.9
-00:55,HR,114
-00:55,Weight,91.9
-01:25,HR,111
-01:25,NIDiasABP,69
-01:25,NIMAP,87.67
-01:25,NISysABP,125
-01:25,Weight,91.9
-01:55,HR,108
-01:55,Weight,91.9
-02:25,HR,118
-02:25,NIDiasABP,73
-02:25,NIMAP,93
-02:25,NISysABP,133
-02:25,Weight,91.9
-02:55,HR,113
-02:55,Weight,91.9
-03:25,HR,117
-03:25,NIDiasABP,98
-03:25,NIMAP,110.7
-03:25,NISysABP,136
-03:25,Weight,91.9
-03:55,GCS,15
-03:55,HR,117
-03:55,Temp,37.6
-03:55,Urine,580
-03:55,Weight,91.9
-04:25,HR,116
-04:25,NIDiasABP,53
-04:25,NIMAP,73
-04:25,NISysABP,113
-04:25,Weight,91.9
-04:55,HR,112
-04:55,Weight,91.9
-05:25,HR,110
-05:25,NIDiasABP,54
-05:25,NIMAP,78
-05:25,NISysABP,126
-05:25,Weight,91.9
-05:55,HR,115
-05:55,Weight,91.9
-06:25,HR,113
-06:25,NIDiasABP,65
-06:25,NIMAP,87.67
-06:25,NISysABP,133
-06:25,Weight,91.9
-06:55,HR,116
-06:55,Weight,91.9
-07:25,HR,117
-07:25,NIDiasABP,53
-07:25,NIMAP,79
-07:25,NISysABP,131
-07:25,Weight,91.9
-07:55,GCS,15
-07:55,HR,117
-07:55,Weight,91.9
-08:25,HR,120
-08:25,NIDiasABP,94
-08:25,NIMAP,114.3
-08:25,NISysABP,155
-08:25,Weight,91.9
-09:25,HR,112
-09:25,NIDiasABP,89
-09:25,NIMAP,110.3
-09:25,NISysABP,153
-09:25,Weight,91.9
-09:55,HR,114
-09:55,Weight,91.9
-10:55,BUN,11
-10:55,Creatinine,0.7
-10:55,Glucose,156
-10:55,HCO3,31
-10:55,HCT,43.8
-10:55,HR,108
-10:55,Mg,2.1
-10:55,NIDiasABP,80
-10:55,NIMAP,102.7
-10:55,NISysABP,148
-10:55,Platelets,186
-10:55,K,4.6
-10:55,Na,137
-10:55,WBC,10.5
-10:55,Weight,91.9
-11:55,GCS,8
-11:55,HR,109
-11:55,NIDiasABP,80
-11:55,NIMAP,100
-11:55,NISysABP,140
-11:55,Temp,37.2
-11:55,Weight,91.9
-12:25,pH,7.36
-12:25,GCS,15
-12:25,HR,109
-12:25,NIDiasABP,78
-12:25,NIMAP,94.67
-12:25,NISysABP,128
-12:25,PaCO2,58
-12:25,PaO2,53
-12:25,SaO2,85
-12:25,Weight,91.9
-12:55,HR,108
-12:55,NIDiasABP,78
-12:55,NIMAP,94.67
-12:55,NISysABP,128
-12:55,Weight,91.9
-13:55,HR,108
-13:55,Urine,600
-13:55,Weight,91.9
-14:55,HR,111
-14:55,Weight,91.9
-15:55,HR,107
-15:55,NIDiasABP,82
-15:55,NIMAP,101.7
-15:55,NISysABP,141
-15:55,Weight,91.9
-16:55,FiO2,0.5
-16:55,GCS,3
-16:55,HR,98
-16:55,MechVent,1
-16:55,NIDiasABP,78
-16:55,NIMAP,97
-16:55,NISysABP,135
-16:55,Temp,36.6
-16:55,Weight,91.9
-17:25,HR,99
-17:25,NIDiasABP,84
-17:25,NIMAP,101
-17:25,NISysABP,135
-17:25,Weight,91.9
-17:32,FiO2,0.6
-17:32,MechVent,1
-17:55,HR,99
-17:55,NIDiasABP,83
-17:55,NIMAP,99.33
-17:55,NISysABP,132
-17:55,Urine,0
-17:55,Weight,91.9
-18:45,pH,7.47
-18:45,PaCO2,42
-18:45,PaO2,81
-18:55,DiasABP,94
-18:55,HR,97
-18:55,MAP,109
-18:55,SysABP,132
-18:55,Urine,340
-18:55,Weight,91.9
-19:30,FiO2,0.5
-19:30,MechVent,1
-19:55,DiasABP,82
-19:55,FiO2,0.5
-19:55,HR,98
-19:55,MAP,95
-19:55,MechVent,1
-19:55,SysABP,117
-19:55,Weight,91.9
-20:13,pH,7.45
-20:13,PaCO2,44
-20:13,PaO2,70
-20:55,DiasABP,97
-20:55,HR,110
-20:55,MAP,113
-20:55,SysABP,141
-20:55,Urine,160
-20:55,Weight,91.9
-21:24,pH,7.43
-21:24,PaCO2,46
-21:24,PaO2,78
-21:55,DiasABP,90
-21:55,HR,109
-21:55,MAP,106
-21:55,SysABP,131
-21:55,Weight,91.9
-22:51,pH,7.41
-22:51,PaCO2,46
-22:51,PaO2,113
-22:55,DiasABP,80
-22:55,HR,104
-22:55,MAP,94
-22:55,SysABP,118
-22:55,Weight,91.9
-23:55,DiasABP,81
-23:55,FiO2,0.5
-23:55,GCS,3
-23:55,HR,97
-23:55,MAP,96
-23:55,MechVent,1
-23:55,SysABP,119
-23:55,Temp,37.8
-23:55,Urine,100
-23:55,Weight,91.9
-24:55,pH,7.45
-24:55,DiasABP,87
-24:55,HR,120
-24:55,MAP,102
-24:55,PaCO2,44
-24:55,PaO2,112
-24:55,SysABP,131
-24:55,Weight,91.9
-25:55,DiasABP,66
-25:55,FiO2,0.4
-25:55,HR,101
-25:55,MAP,78
-25:55,SysABP,98
-25:55,Urine,180
-25:55,Weight,91.9
-26:55,DiasABP,63
-26:55,HR,92
-26:55,MAP,73
-26:55,SysABP,92
-26:55,Urine,40
-26:55,Weight,91.9
-27:04,pH,7.44
-27:04,PaCO2,47
-27:04,PaO2,90
-27:55,DiasABP,73
-27:55,FiO2,0.4
-27:55,GCS,7
-27:55,HR,99
-27:55,MAP,86
-27:55,MechVent,1
-27:55,SysABP,107
-27:55,Temp,37.9
-27:55,Urine,40
-27:55,Weight,91.9
-28:55,DiasABP,85
-28:55,HR,112
-28:55,MAP,100
-28:55,SysABP,126
-29:55,DiasABP,70
-29:55,HR,91
-29:55,MAP,82
-29:55,SysABP,103
-29:55,Urine,80
-29:55,Weight,91
-30:55,DiasABP,68
-30:55,HR,88
-30:55,MAP,80
-30:55,SysABP,100
-30:55,Weight,91
-31:55,DiasABP,72
-31:55,FiO2,0.4
-31:55,GCS,7
-31:55,HR,96
-31:55,MAP,86
-31:55,MechVent,1
-31:55,SysABP,107
-31:55,Temp,37.8
-31:55,Urine,100
-31:55,Weight,91
-32:55,DiasABP,63
-32:55,HR,88
-32:55,MAP,75
-32:55,SysABP,94
-32:55,Weight,91
-33:48,pH,7.46
-33:48,PaCO2,44
-33:48,PaO2,103
-33:55,DiasABP,66
-33:55,HR,87
-33:55,MAP,79
-33:55,SysABP,99
-33:55,Urine,100
-33:55,Weight,91
-34:50,Bilirubin,0.3
-34:50,BUN,16
-34:50,Creatinine,0.6
-34:50,Glucose,162
-34:50,HCO3,28
-34:50,HCT,36.6
-34:50,Mg,2.3
-34:50,Platelets,167
-34:50,K,3.7
-34:50,Na,138
-34:50,WBC,16.4
-34:55,DiasABP,105
-34:55,HR,107
-34:55,MAP,127
-34:55,SysABP,163
-34:55,Urine,45
-34:55,Weight,91
-35:25,GCS,11
-35:55,DiasABP,82
-35:55,HR,104
-35:55,MAP,98
-35:55,SysABP,124
-35:55,Temp,37.8
-35:55,Urine,100
-35:55,Weight,91
-36:40,FiO2,0.4
-36:40,MechVent,1
-36:55,DiasABP,78
-36:55,HCT,37.4
-36:55,HR,103
-36:55,MAP,94
-36:55,Platelets,156
-36:55,SysABP,120
-36:55,WBC,14.5
-36:55,Weight,91
-37:55,DiasABP,70
-37:55,HR,94
-37:55,MAP,85
-37:55,SysABP,109
-37:55,Urine,80
-37:55,Weight,91
-38:55,DiasABP,72
-38:55,HR,89
-38:55,MAP,86
-38:55,SysABP,110
-38:55,Weight,91
-39:55,DiasABP,68
-39:55,GCS,9
-39:55,HR,86
-39:55,MAP,81
-39:55,SysABP,104
-39:55,Temp,38.1
-39:55,Urine,100
-39:55,Weight,91
-40:05,FiO2,0.4
-40:05,MechVent,1
-40:55,DiasABP,72
-40:55,HR,98
-40:55,MAP,85
-40:55,SysABP,109
-40:55,Weight,91
-41:55,DiasABP,74
-41:55,HR,99
-41:55,MAP,89
-41:55,SysABP,114
-41:55,Urine,180
-41:55,Weight,91
-42:55,DiasABP,63
-42:55,HR,89
-42:55,MAP,75
-42:55,SysABP,96
-42:55,Weight,91
-43:55,DiasABP,78
-43:55,HR,96
-43:55,MAP,92
-43:55,SysABP,118
-43:55,Temp,37.9
-43:55,Weight,91
-44:15,FiO2,0.4
-44:15,MechVent,1
-44:55,DiasABP,83
-44:55,HR,104
-44:55,MAP,99
-44:55,SysABP,128
-44:55,Weight,91
-45:10,HCT,36.8
-45:10,Platelets,156
-45:10,K,4.1
-45:10,WBC,14.2
-45:55,DiasABP,81
-45:55,GCS,9
-45:55,HR,104
-45:55,MAP,97
-45:55,SysABP,127
-45:55,Urine,260
-45:55,Weight,91
-46:55,DiasABP,77
-46:55,HR,91
-46:55,MAP,90
-46:55,SysABP,114
-46:55,Urine,100
-46:55,Weight,91
-47:55,DiasABP,81
-47:55,FiO2,0.4
-47:55,HR,88
-47:55,MAP,95
-47:55,MechVent,1
-47:55,SysABP,118
-47:55,Temp,38.4
-47:55,Urine,45
-47:55,Weight,91
diff --git a/data/set-a/132777.txt b/data/set-a/132777.txt
deleted file mode 100644
index c57e813b480843dce9e30b1395d93db42b9befee..0000000000000000000000000000000000000000
--- a/data/set-a/132777.txt
+++ /dev/null
@@ -1,395 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132777
-00:00,Age,81
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,-1
-00:06,FiO2,0.7
-00:06,HR,85
-00:06,NIDiasABP,56
-00:06,NIMAP,77
-00:06,NISysABP,119
-00:06,RespRate,15
-00:21,HR,85
-00:21,NIDiasABP,90
-00:21,NIMAP,102.3
-00:21,NISysABP,127
-00:21,RespRate,18
-00:36,HR,89
-00:36,NIDiasABP,56
-00:36,NIMAP,75
-00:36,NISysABP,113
-00:36,RespRate,17
-01:19,HCT,31.5
-01:36,DiasABP,59
-01:36,GCS,15
-01:36,HR,78
-01:36,MAP,80
-01:36,NIDiasABP,49
-01:36,NIMAP,70.67
-01:36,NISysABP,114
-01:36,RespRate,13
-01:36,SysABP,118
-01:36,Urine,60
-02:36,DiasABP,55
-02:36,FiO2,0.7
-02:36,HR,71
-02:36,MAP,79
-02:36,NIDiasABP,47
-02:36,NIMAP,68
-02:36,NISysABP,110
-02:36,RespRate,12
-02:36,SysABP,122
-02:36,Urine,20
-03:36,DiasABP,56
-03:36,HR,67
-03:36,MAP,77
-03:36,NIDiasABP,49
-03:36,NIMAP,71
-03:36,NISysABP,115
-03:36,RespRate,12
-03:36,SysABP,116
-03:36,Temp,37.2
-03:36,Urine,60
-03:53,pH,7.38
-03:53,PaCO2,44
-03:53,PaO2,113
-04:36,BUN,15
-04:36,Creatinine,0.8
-04:36,DiasABP,56
-04:36,FiO2,0.5
-04:36,GCS,15
-04:36,Glucose,154
-04:36,HCO3,23
-04:36,HCT,30.8
-04:36,HR,66
-04:36,MAP,80
-04:36,NIDiasABP,53
-04:36,NIMAP,74
-04:36,NISysABP,116
-04:36,K,3.9
-04:36,Na,137
-04:36,RespRate,12
-04:36,SysABP,123
-04:36,Urine,40
-05:36,DiasABP,56
-05:36,HR,60
-05:36,MAP,80
-05:36,NIDiasABP,46
-05:36,NIMAP,68
-05:36,NISysABP,112
-05:36,RespRate,12
-05:36,SysABP,125
-05:36,Temp,36.1
-05:36,Urine,45
-06:36,DiasABP,55
-06:36,HR,64
-06:36,MAP,80
-06:36,RespRate,16
-06:36,SysABP,124
-07:36,DiasABP,54
-07:36,FiO2,0.5
-07:36,HR,74
-07:36,MAP,76
-07:36,RespRate,15
-07:36,SysABP,114
-07:36,Urine,55
-08:34,HCT,30.8
-08:36,DiasABP,52
-08:36,HR,76
-08:36,MAP,75
-08:36,RespRate,12
-08:36,SysABP,117
-09:36,DiasABP,56
-09:36,GCS,15
-09:36,HR,78
-09:36,MAP,82
-09:36,RespRate,25
-09:36,SysABP,128
-09:36,Temp,36.1
-09:36,Urine,60
-10:36,DiasABP,54
-10:36,HR,74
-10:36,MAP,83
-10:36,RespRate,13
-10:36,SysABP,133
-11:36,DiasABP,60
-11:36,HR,79
-11:36,MAP,88
-11:36,RespRate,23
-11:36,SysABP,136
-11:36,Urine,60
-12:36,DiasABP,52
-12:36,GCS,15
-12:36,HR,72
-12:36,MAP,75
-12:36,RespRate,13
-12:36,SysABP,117
-12:36,Urine,30
-13:01,HCT,29.9
-13:36,DiasABP,56
-13:36,GCS,15
-13:36,HR,74
-13:36,MAP,85
-13:36,RespRate,16
-13:36,SysABP,136
-13:36,Temp,36
-13:36,Urine,30
-14:36,DiasABP,57
-14:36,HR,77
-14:36,MAP,85
-14:36,RespRate,16
-14:36,SysABP,133
-15:36,DiasABP,54
-15:36,HR,81
-15:36,MAP,79
-15:36,RespRate,16
-15:36,SysABP,121
-15:36,Urine,60
-16:36,DiasABP,55
-16:36,HR,81
-16:36,MAP,83
-16:36,RespRate,15
-16:36,SysABP,131
-17:06,HCT,26.7
-17:36,DiasABP,49
-17:36,GCS,15
-17:36,HR,73
-17:36,MAP,75
-17:36,RespRate,14
-17:36,SysABP,122
-17:36,Temp,36.1
-17:36,Urine,40
-18:06,DiasABP,55
-18:06,RespRate,14
-18:06,SysABP,131
-19:06,DiasABP,51
-19:06,HR,74
-19:06,MAP,77
-19:06,RespRate,12
-19:06,SysABP,124
-19:06,Temp,36
-19:36,DiasABP,57
-19:36,HR,74
-19:36,MAP,87
-19:36,RespRate,16
-19:36,SysABP,140
-19:36,Urine,60
-20:36,HCT,26.7
-21:36,DiasABP,60
-21:36,GCS,15
-21:36,HR,68
-21:36,MAP,94
-21:36,RespRate,14
-21:36,SysABP,152
-21:36,Temp,35.7
-21:36,Urine,50
-22:36,DiasABP,63
-22:36,HR,69
-22:36,MAP,99
-22:36,RespRate,14
-22:36,SysABP,160
-22:36,Urine,30
-23:06,DiasABP,74
-23:06,HR,100
-23:06,MAP,110
-23:06,RespRate,19
-23:06,SysABP,163
-23:36,DiasABP,65
-23:36,HR,92
-23:36,MAP,84
-23:36,RespRate,16
-23:36,SysABP,149
-23:36,Temp,36.8
-23:36,Urine,300
-24:36,DiasABP,68
-24:36,HR,93
-24:36,MAP,102
-24:36,RespRate,19
-24:36,SysABP,156
-24:36,Urine,250
-24:56,HCT,34.3
-25:06,DiasABP,68
-25:06,HR,90
-25:06,MAP,104
-25:06,RespRate,17
-25:06,SysABP,160
-25:36,DiasABP,65
-25:36,HR,83
-25:36,MAP,96
-25:36,RespRate,15
-25:36,SysABP,145
-26:36,DiasABP,69
-26:36,GCS,15
-26:36,HR,82
-26:36,MAP,108
-26:36,RespRate,18
-26:36,SysABP,166
-26:36,Temp,36.8
-26:36,Urine,240
-27:36,DiasABP,60
-27:36,HR,77
-27:36,MAP,96
-27:36,RespRate,12
-27:36,SysABP,153
-27:36,Urine,120
-28:36,DiasABP,61
-28:36,HR,79
-28:36,MAP,96
-28:36,RespRate,11
-28:36,SysABP,153
-29:19,BUN,11
-29:19,Creatinine,0.7
-29:19,Glucose,101
-29:19,HCO3,24
-29:19,HCT,36.1
-29:19,Mg,1.7
-29:19,Platelets,164
-29:19,K,3.3
-29:19,Na,144
-29:19,WBC,12.9
-29:36,DiasABP,59
-29:36,HR,79
-29:36,MAP,95
-29:36,RespRate,11
-29:36,SysABP,154
-29:36,Urine,180
-30:06,DiasABP,69
-30:06,HR,82
-30:06,MAP,110
-30:06,RespRate,14
-30:06,SysABP,173
-30:13,pH,7.38
-30:13,PaCO2,46
-30:13,PaO2,102
-30:16,DiasABP,93
-30:16,HR,110
-30:16,MAP,140
-30:16,RespRate,12
-30:16,SysABP,201
-30:36,DiasABP,70
-30:36,GCS,15
-30:36,HR,69
-30:36,MAP,107
-30:36,RespRate,17
-30:36,SysABP,171
-30:36,Urine,80
-30:41,DiasABP,60
-30:41,HR,66
-30:41,MAP,92
-30:41,RespRate,12
-30:41,SysABP,149
-31:36,DiasABP,61
-31:36,HR,68
-31:36,MAP,96
-31:36,RespRate,12
-31:36,SysABP,153
-31:36,Urine,75
-32:36,DiasABP,56
-32:36,HR,68
-32:36,MAP,87
-32:36,RespRate,13
-32:36,SysABP,141
-32:36,Urine,65
-33:36,DiasABP,77
-33:36,GCS,15
-33:36,HR,84
-33:36,MAP,121
-33:36,RespRate,19
-33:36,SysABP,185
-33:36,Temp,36.7
-33:36,Urine,60
-34:36,DiasABP,80
-34:36,HR,87
-34:36,MAP,104
-34:36,RespRate,16
-34:36,SysABP,182
-34:36,Urine,120
-35:16,HCT,36.8
-35:36,DiasABP,53
-35:36,HR,64
-35:36,MAP,84
-35:36,RespRate,13
-35:36,SysABP,140
-35:36,Urine,120
-36:36,DiasABP,57
-36:36,HR,67
-36:36,MAP,91
-36:36,RespRate,13
-36:36,SysABP,150
-36:36,Urine,100
-37:06,DiasABP,73
-37:06,RespRate,17
-37:06,SysABP,182
-37:36,DiasABP,70
-37:36,GCS,15
-37:36,HR,73
-37:36,MAP,109
-37:36,RespRate,13
-37:36,SysABP,173
-37:36,Urine,100
-38:36,DiasABP,60
-38:36,HR,78
-38:36,MAP,89
-38:36,RespRate,16
-38:36,SysABP,143
-38:36,Temp,37.2
-38:36,Urine,200
-39:36,DiasABP,51
-39:36,HR,65
-39:36,MAP,73
-39:36,RespRate,13
-39:36,SysABP,118
-40:36,DiasABP,55
-40:36,HR,70
-40:36,MAP,81
-40:36,RespRate,16
-40:36,SysABP,132
-40:36,Urine,80
-41:36,DiasABP,64
-41:36,GCS,15
-41:36,HR,79
-41:36,MAP,96
-41:36,RespRate,15
-41:36,SysABP,150
-41:36,Urine,20
-42:36,DiasABP,57
-42:36,HR,73
-42:36,MAP,86
-42:36,RespRate,15
-42:36,SysABP,139
-42:36,Temp,36.7
-42:42,HCT,34.4
-43:36,DiasABP,57
-43:36,HR,71
-43:36,MAP,85
-43:36,RespRate,16
-43:36,SysABP,136
-43:36,Urine,80
-44:36,DiasABP,65
-44:36,HR,79
-44:36,MAP,95
-44:36,RespRate,17
-44:36,SysABP,144
-45:36,DiasABP,64
-45:36,HR,78
-45:36,MAP,94
-45:36,RespRate,19
-45:36,SysABP,145
-45:36,Urine,120
-46:36,DiasABP,57
-46:36,GCS,15
-46:36,HR,70
-46:36,MAP,84
-46:36,RespRate,14
-46:36,SysABP,134
-46:36,Urine,15
-47:36,DiasABP,64
-47:36,HR,76
-47:36,MAP,97
-47:36,RespRate,16
-47:36,SysABP,153
-47:36,Temp,37
-47:51,HCT,32.7
-47:51,K,4.2
diff --git a/data/set-a/132780.txt b/data/set-a/132780.txt
deleted file mode 100644
index 822784e026a682c21e74db55432db6acc0d48f17..0000000000000000000000000000000000000000
--- a/data/set-a/132780.txt
+++ /dev/null
@@ -1,286 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132780
-00:00,Age,47
-00:00,FiO2,1
-00:00,GCS,11
-00:00,Gender,0
-00:00,Height,-1
-00:00,HR,82
-00:00,ICUType,3
-00:00,MechVent,1
-00:00,NIDiasABP,55
-00:00,NIMAP,80.33
-00:00,NISysABP,131
-00:00,Temp,37.8
-00:00,Weight,116
-00:20,FiO2,0.5
-01:00,HR,80
-01:00,NIDiasABP,58
-01:00,NIMAP,87.33
-01:00,NISysABP,146
-01:00,Urine,200
-01:00,Weight,116
-02:00,GCS,11
-02:00,HR,75
-02:00,NIDiasABP,50
-02:00,NIMAP,78.33
-02:00,NISysABP,135
-02:00,Temp,37.1
-02:00,Urine,150
-02:00,Weight,116
-02:35,FiO2,0.5
-02:35,MechVent,1
-03:00,HR,79
-03:00,NIDiasABP,47
-03:00,NIMAP,72.33
-03:00,NISysABP,123
-03:00,Urine,40
-03:00,Weight,116
-04:00,HR,77
-04:00,NIDiasABP,50
-04:00,NIMAP,74
-04:00,NISysABP,122
-04:00,Urine,40
-04:00,Weight,116
-05:00,HR,78
-05:00,NIDiasABP,50
-05:00,NIMAP,74.33
-05:00,NISysABP,123
-05:00,Urine,30
-05:00,Weight,116
-06:00,HR,81
-06:00,NIDiasABP,48
-06:00,NIMAP,72.33
-06:00,NISysABP,121
-06:00,Temp,37.2
-06:00,Urine,40
-06:00,Weight,116
-06:07,FiO2,0.5
-06:07,MechVent,1
-07:00,HR,76
-07:00,NIDiasABP,48
-07:00,NIMAP,74.67
-07:00,NISysABP,128
-07:00,Urine,30
-07:00,Weight,116
-08:00,HR,79
-08:00,NIDiasABP,49
-08:00,NIMAP,76.33
-08:00,NISysABP,131
-08:00,Urine,40
-08:00,Weight,116
-09:00,HR,74
-09:00,NIDiasABP,49
-09:00,NIMAP,73.67
-09:00,NISysABP,123
-09:00,Urine,35
-09:00,Weight,116
-10:00,BUN,15
-10:00,Creatinine,0.7
-10:00,GCS,10
-10:00,Glucose,177
-10:00,HCO3,31
-10:00,HCT,32.2
-10:00,HR,76
-10:00,Mg,1.8
-10:00,NIDiasABP,45
-10:00,NIMAP,69
-10:00,NISysABP,117
-10:00,Platelets,271
-10:00,K,4.2
-10:00,Na,136
-10:00,Temp,37.7
-10:00,Urine,40
-10:00,WBC,10.6
-10:00,Weight,116
-10:16,FiO2,0.5
-10:16,MechVent,1
-11:00,HR,80
-11:00,NIDiasABP,44
-11:00,NIMAP,67.67
-11:00,NISysABP,115
-11:00,Urine,35
-11:00,Weight,116
-12:00,HR,76
-12:00,NIDiasABP,48
-12:00,NIMAP,74.67
-12:00,NISysABP,128
-12:00,Urine,30
-12:00,Weight,116
-14:00,GCS,10
-14:00,HR,74
-14:00,NIDiasABP,47
-14:00,NIMAP,76
-14:00,NISysABP,134
-14:00,Temp,37.3
-14:00,Urine,110
-14:00,Weight,116
-14:15,FiO2,0.5
-14:15,MechVent,1
-15:30,HR,72
-17:00,HR,72
-17:00,NIDiasABP,52
-17:00,NIMAP,76.67
-17:00,NISysABP,126
-17:00,Weight,50.7
-18:00,GCS,10
-18:00,HR,73
-18:00,NIDiasABP,44
-18:00,NIMAP,69.33
-18:00,NISysABP,120
-18:00,Temp,37.3
-18:00,Urine,130
-18:00,Weight,50.7
-18:25,FiO2,0.5
-18:25,MechVent,1
-20:00,HR,73
-20:00,NIDiasABP,53
-20:00,NIMAP,81
-20:00,NISysABP,137
-20:00,Urine,65
-20:00,Weight,50.7
-21:00,HR,74
-21:00,NIDiasABP,49
-21:00,NIMAP,75.33
-21:00,NISysABP,128
-21:00,Weight,50.7
-22:30,HR,76
-22:30,NIDiasABP,45
-22:30,NIMAP,74.33
-22:30,NISysABP,133
-22:30,Temp,36.7
-22:30,Weight,50.7
-22:45,FiO2,0.5
-22:45,MechVent,1
-23:00,HR,96
-23:00,NIDiasABP,37
-23:00,NIMAP,62.33
-23:00,NISysABP,113
-23:00,Urine,125
-23:00,Weight,50.7
-26:00,FiO2,0.5
-26:00,GCS,14
-26:00,HR,76
-26:00,MechVent,1
-26:00,NIDiasABP,45
-26:00,NIMAP,73
-26:00,NISysABP,129
-26:00,Temp,37.9
-26:00,Urine,125
-26:00,Weight,50.7
-26:43,FiO2,0.5
-26:43,MechVent,1
-28:00,HR,79
-28:00,NIDiasABP,46
-28:00,NIMAP,76
-28:00,NISysABP,136
-28:00,Urine,90
-28:00,Weight,50.7
-30:00,GCS,14
-30:00,HR,76
-30:00,NIDiasABP,48
-30:00,NIMAP,78.33
-30:00,NISysABP,139
-30:00,Temp,37.1
-30:00,Urine,120
-30:00,Weight,50.7
-30:13,FiO2,0.5
-30:13,MechVent,1
-32:00,HR,67
-32:00,NIDiasABP,50
-32:00,NIMAP,85
-32:00,NISysABP,155
-32:00,Urine,85
-32:00,Weight,50.7
-34:00,GCS,14
-34:00,HR,67
-34:00,NIDiasABP,42
-34:00,NIMAP,71.33
-34:00,NISysABP,130
-34:00,Temp,36.9
-34:00,Weight,50.7
-34:15,FiO2,0.5
-34:15,MechVent,1
-35:00,BUN,24
-35:00,Creatinine,0.6
-35:00,Glucose,235
-35:00,HCO3,28
-35:00,K,4.4
-35:00,Na,139
-36:00,HR,69
-36:00,NIDiasABP,51
-36:00,NIMAP,79.33
-36:00,NISysABP,136
-36:00,Urine,100
-36:00,Weight,50.7
-38:00,GCS,10
-38:00,HR,68
-38:00,NIDiasABP,42
-38:00,NIMAP,71.67
-38:00,NISysABP,131
-38:00,Urine,110
-38:00,Weight,50.7
-38:35,FiO2,0.5
-38:35,MechVent,1
-39:00,HR,83
-39:00,NIDiasABP,47
-39:00,NIMAP,73
-39:00,NISysABP,125
-39:00,Temp,37.4
-39:00,Weight,50.7
-40:00,HR,70
-40:00,NIDiasABP,44
-40:00,NIMAP,71.67
-40:00,NISysABP,127
-40:00,Weight,50.7
-41:00,HR,73
-41:00,NIDiasABP,16
-41:00,NIMAP,44.33
-41:00,NISysABP,101
-41:00,Urine,60
-41:00,Weight,50.7
-42:00,GCS,10
-42:00,HR,72
-42:00,NIDiasABP,36
-42:00,NIMAP,60.67
-42:00,NISysABP,110
-42:00,Weight,50.7
-43:00,FiO2,0.5
-43:00,HR,75
-43:00,MechVent,1
-43:00,NIDiasABP,55
-43:00,NIMAP,78.67
-43:00,NISysABP,126
-43:00,Weight,50.7
-43:45,HR,86
-43:45,NIDiasABP,53
-43:45,NIMAP,76.67
-43:45,NISysABP,124
-43:45,Weight,50.7
-44:30,HR,78
-44:30,NIDiasABP,50
-44:30,NIMAP,75.33
-44:30,NISysABP,126
-44:30,Temp,37.2
-44:30,Weight,50.7
-45:00,HR,71
-45:00,NIDiasABP,48
-45:00,NIMAP,75
-45:00,NISysABP,129
-45:00,Weight,50.7
-46:00,GCS,11
-46:00,HR,78
-46:00,NIDiasABP,46
-46:00,NIMAP,74
-46:00,NISysABP,130
-46:00,Temp,37.4
-46:00,Urine,140
-46:00,Weight,50.7
-47:40,FiO2,0.5
-47:40,MechVent,1
-48:00,HR,75
-48:00,NIDiasABP,45
-48:00,NIMAP,75
-48:00,NISysABP,135
-48:00,Urine,110
-48:00,Weight,50.7
diff --git a/data/set-a/132781.txt b/data/set-a/132781.txt
deleted file mode 100644
index e47a7f052040664994dbef7d463b485519be98d6..0000000000000000000000000000000000000000
--- a/data/set-a/132781.txt
+++ /dev/null
@@ -1,522 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132781
-00:00,Age,71
-00:00,Gender,0
-00:00,Height,177.8
-00:00,ICUType,1
-00:00,Weight,96
-00:12,Albumin,3.6
-00:12,ALP,74
-00:12,ALT,24
-00:12,AST,59
-00:12,Bilirubin,0.7
-00:12,BUN,27
-00:12,Cholesterol,205
-00:12,Creatinine,0.9
-00:12,Glucose,169
-00:12,HCO3,26
-00:12,HCT,35.8
-00:12,Platelets,310
-00:12,K,3.3
-00:12,Na,138
-00:12,WBC,12.2
-00:41,DiasABP,76
-00:41,HR,71
-00:41,MAP,116
-00:41,NIDiasABP,67
-00:41,NIMAP,90.67
-00:41,NISysABP,138
-00:41,SysABP,162
-01:41,DiasABP,69
-01:41,HR,75
-01:41,MAP,105
-01:41,NIDiasABP,76
-01:41,NIMAP,94
-01:41,NISysABP,130
-01:41,SysABP,157
-02:41,DiasABP,66
-02:41,GCS,15
-02:41,HR,76
-02:41,MAP,101
-02:41,SysABP,148
-02:41,Urine,235
-03:41,DiasABP,55
-03:41,HR,77
-03:41,MAP,89
-03:41,NIDiasABP,49
-03:41,NIMAP,67
-03:41,NISysABP,103
-03:41,SysABP,131
-03:41,Urine,80
-04:41,DiasABP,56
-04:41,HR,68
-04:41,MAP,88
-04:41,SysABP,129
-04:41,Temp,37.3
-04:41,Urine,50
-05:41,DiasABP,58
-05:41,HR,65
-05:41,MAP,94
-05:41,SysABP,124
-06:41,DiasABP,67
-06:41,GCS,15
-06:41,HR,67
-06:41,MAP,101
-06:41,SysABP,134
-07:41,DiasABP,73
-07:41,HR,72
-07:41,MAP,117
-07:41,SysABP,145
-07:41,Urine,140
-08:41,DiasABP,64
-08:41,HR,67
-08:41,MAP,87
-08:41,SysABP,130
-08:41,Urine,30
-09:41,DiasABP,54
-09:41,HR,68
-09:41,MAP,84
-09:41,SysABP,104
-10:41,DiasABP,53
-10:41,GCS,15
-10:41,HR,70
-10:41,MAP,93
-10:41,SysABP,124
-10:41,Temp,37.2
-10:41,Urine,60
-11:41,DiasABP,67
-11:41,HR,73
-11:41,MAP,100
-11:41,SysABP,143
-11:41,Urine,40
-11:41,Weight,96
-12:41,BUN,23
-12:41,Creatinine,0.2
-12:41,DiasABP,64
-12:41,Glucose,117
-12:41,HCO3,24
-12:41,HCT,35.7
-12:41,HR,66
-12:41,Mg,1.9
-12:41,MAP,104
-12:41,Platelets,297
-12:41,K,4
-12:41,Na,136
-12:41,SysABP,139
-12:41,TroponinT,1.18
-12:41,Urine,45
-12:41,WBC,9.9
-12:41,Weight,96
-13:41,DiasABP,61
-13:41,HR,74
-13:41,MAP,98
-13:41,SysABP,133
-13:41,Weight,96
-14:41,GCS,15
-15:41,DiasABP,70
-15:41,HR,69
-15:41,MAP,110
-15:41,SysABP,140
-15:41,Temp,37.4
-15:41,Urine,300
-15:41,Weight,96
-16:41,DiasABP,69
-16:41,HR,65
-16:41,MAP,108
-16:41,SysABP,152
-16:41,Weight,96
-17:26,Urine,240
-18:02,pH,7.43
-18:02,PaCO2,38
-18:02,PaO2,309
-20:37,pH,7.41
-20:37,PaCO2,42
-20:37,PaO2,364
-21:03,pH,7.45
-21:03,PaCO2,33
-21:03,PaO2,219
-22:20,pH,7.36
-22:20,PaCO2,43
-22:20,PaO2,81
-22:31,pH,7.39
-22:31,PaCO2,38
-22:31,PaO2,145
-22:41,Urine,0
-22:56,DiasABP,58
-22:56,FiO2,1
-22:56,HR,88
-22:56,MAP,87
-22:56,MechVent,1
-22:56,SysABP,116
-22:56,Urine,80
-22:56,Urine,210
-22:56,Weight,96
-23:03,HCT,28.3
-23:03,Platelets,92
-23:03,WBC,10.2
-23:11,DiasABP,46
-23:11,GCS,3
-23:11,HR,88
-23:11,MAP,69
-23:11,SysABP,109
-23:11,Temp,37.2
-23:11,Weight,96
-23:26,DiasABP,58
-23:26,HR,88
-23:26,MAP,93
-23:26,SysABP,131
-23:26,Temp,37
-23:26,Weight,96
-23:41,DiasABP,57
-23:41,HR,88
-23:41,MAP,85
-23:41,SysABP,130
-23:41,Temp,37.1
-23:41,Urine,260
-23:41,Weight,96
-23:44,BUN,17
-23:44,Creatinine,0.7
-23:44,HCO3,23
-23:56,DiasABP,47
-23:56,HR,88
-23:56,MAP,66
-23:56,SysABP,95
-23:56,Temp,37.3
-23:56,Weight,96
-24:11,DiasABP,45
-24:11,HR,88
-24:11,MAP,67
-24:11,MAP,69
-24:11,SysABP,98
-24:11,Temp,37.5
-24:11,Weight,96
-24:21,pH,7.48
-24:21,PaCO2,29
-24:21,PaO2,267
-24:21,SaO2,98
-24:26,DiasABP,53
-24:26,HR,88
-24:26,MAP,90
-24:26,MAP,89
-24:26,SysABP,132
-24:26,Temp,37.3
-24:26,Weight,96
-24:31,FiO2,0.8
-24:31,MechVent,1
-24:41,DiasABP,62
-24:41,HR,88
-24:41,MAP,97
-24:41,MAP,96
-24:41,SysABP,142
-24:41,Temp,37.2
-24:41,Urine,195
-24:41,Weight,96
-24:51,DiasABP,63
-24:51,HR,88
-24:51,MAP,104
-24:51,MAP,103
-24:51,SysABP,142
-24:51,Weight,96
-24:56,DiasABP,66
-24:56,HR,88
-24:56,MAP,109
-24:56,MAP,108
-24:56,SysABP,148
-24:56,Temp,37.3
-24:56,Weight,96
-25:06,DiasABP,38
-25:06,HR,88
-25:06,MAP,58
-25:06,MAP,57
-25:06,SysABP,89
-25:06,Temp,37.4
-25:06,Weight,96
-25:11,DiasABP,87
-25:11,GCS,10
-25:11,HR,88
-25:11,MAP,127
-25:11,MAP,123
-25:11,SysABP,186
-25:11,Temp,37.2
-25:11,Weight,96
-25:16,DiasABP,48
-25:16,HR,88
-25:16,MAP,65
-25:16,MAP,64
-25:16,SysABP,89
-25:16,Temp,37.4
-25:16,Weight,96
-25:19,pH,7.39
-25:19,PaCO2,35
-25:19,PaO2,214
-25:19,SaO2,99
-25:26,DiasABP,50
-25:26,HR,88
-25:26,MAP,76
-25:26,MAP,77
-25:26,SysABP,106
-25:26,Weight,96
-25:31,DiasABP,60
-25:31,HR,88
-25:31,MAP,94
-25:31,MAP,93
-25:31,SysABP,135
-25:31,Weight,96
-25:41,DiasABP,56
-25:41,HR,88
-25:41,MAP,86
-25:41,MAP,79
-25:41,SysABP,124
-25:41,Temp,37.6
-25:41,Urine,120
-25:41,Weight,96
-25:56,DiasABP,43
-25:56,HR,88
-25:56,MAP,56
-25:56,SysABP,77
-25:56,Temp,37.8
-25:56,Weight,96
-26:11,DiasABP,54
-26:11,HR,89
-26:11,MAP,111
-26:11,MAP,110
-26:11,SysABP,153
-26:11,Temp,37.8
-26:11,Weight,96
-26:26,DiasABP,58
-26:26,HR,84
-26:26,MAP,100
-26:26,MAP,98
-26:26,SysABP,150
-26:26,Weight,96
-26:41,DiasABP,41
-26:41,FiO2,0.8
-26:41,GCS,6
-26:41,HR,84
-26:41,MAP,56
-26:41,MAP,58
-26:41,SysABP,103
-26:41,Temp,38.1
-26:41,Urine,95
-26:41,Weight,96
-26:48,pH,7.4
-26:48,PaCO2,36
-26:48,PaO2,251
-27:11,DiasABP,60
-27:11,FiO2,0.5
-27:11,HR,99
-27:11,MAP,87
-27:11,MAP,86
-27:11,MechVent,1
-27:11,SysABP,122
-27:11,Weight,96
-27:41,DiasABP,50
-27:41,HR,95
-27:41,MAP,67
-27:41,SysABP,92
-27:41,Temp,38.7
-27:41,Urine,60
-27:41,Weight,96
-28:00,pH,7.42
-28:00,PaCO2,33
-28:00,PaO2,128
-28:11,DiasABP,50
-28:11,HR,96
-28:11,MAP,69
-28:11,MAP,68
-28:11,MechVent,1
-28:11,SysABP,95
-28:11,Weight,96
-28:41,DiasABP,49
-28:41,GCS,15
-28:41,HR,102
-28:41,MAP,67
-28:41,MAP,69
-28:41,SysABP,120
-28:41,Temp,38.8
-28:41,Urine,70
-28:41,Weight,96
-28:48,HCT,30.6
-28:55,pH,7.43
-28:55,PaCO2,35
-28:55,PaO2,134
-28:55,SaO2,99
-29:11,FiO2,0.7
-29:41,DiasABP,47
-29:41,HR,104
-29:41,MAP,75
-29:41,MAP,78
-29:41,SysABP,101
-29:41,Temp,38.4
-29:41,Urine,0
-29:41,Urine,20
-29:41,Weight,96
-30:16,pH,7.41
-30:16,PaCO2,38
-30:16,PaO2,111
-30:16,SaO2,98
-30:41,DiasABP,40
-30:41,FiO2,0.7
-30:41,GCS,15
-30:41,HR,97
-30:41,MAP,74
-30:41,MAP,62
-30:41,SysABP,99
-30:41,Temp,38.2
-30:41,Urine,30
-30:41,Weight,96
-31:41,DiasABP,47
-31:41,HR,96
-31:41,MAP,72
-31:41,MAP,70
-31:41,SysABP,97
-31:41,Temp,38.1
-31:41,Urine,25
-31:41,Weight,96
-32:41,DiasABP,40
-32:41,FiO2,0.7
-32:41,HR,99
-32:41,MAP,60
-32:41,MAP,55
-32:41,SysABP,84
-32:41,Temp,37.9
-32:41,Urine,12
-32:41,Weight,96
-32:56,DiasABP,43
-32:56,FiO2,1
-32:56,MAP,61
-32:56,SysABP,81
-33:11,DiasABP,48
-33:11,MAP,82
-33:11,SysABP,114
-33:41,DiasABP,48
-33:41,HR,97
-33:41,MAP,81
-33:41,MAP,79
-33:41,SysABP,105
-33:41,Temp,37.7
-33:41,Urine,16
-33:41,Weight,96
-34:40,BUN,20
-34:40,Creatinine,0.9
-34:40,Glucose,92
-34:40,HCO3,25
-34:40,HCT,30.8
-34:40,Mg,2.2
-34:40,Platelets,157
-34:40,K,4.9
-34:40,Na,133
-34:40,WBC,14.4
-34:41,DiasABP,43
-34:41,FiO2,1
-34:41,GCS,15
-34:41,HR,93
-34:41,MAP,72
-34:41,MAP,79
-34:41,SysABP,112
-34:41,Temp,37.7
-34:41,Urine,440
-34:41,Weight,96
-35:41,DiasABP,55
-35:41,FiO2,1
-35:41,HR,93
-35:41,MAP,90
-35:41,MAP,86
-35:41,SysABP,134
-35:41,Temp,37.7
-35:41,Urine,150
-35:41,Weight,96
-36:41,DiasABP,40
-36:41,HR,89
-36:41,MAP,69
-36:41,MAP,67
-36:41,SysABP,102
-36:41,Temp,37.9
-36:41,Urine,90
-37:03,pH,7.42
-37:03,PaCO2,39
-37:03,PaO2,114
-38:41,DiasABP,43
-38:41,FiO2,0.85
-38:41,GCS,15
-38:41,HR,87
-38:41,MAP,64
-38:41,MAP,63
-38:41,SysABP,100
-38:41,Temp,37.6
-38:41,Urine,100
-38:41,Weight,90.8
-39:41,DiasABP,54
-39:41,HR,90
-39:41,MAP,73
-39:41,SysABP,113
-39:41,Temp,37.8
-39:41,Urine,350
-39:41,Weight,90.8
-40:41,DiasABP,47
-40:41,HR,88
-40:41,MAP,71
-40:41,SysABP,131
-40:41,Temp,37.7
-40:41,Urine,100
-40:41,Weight,90.8
-41:41,DiasABP,43
-41:41,HR,93
-41:41,MAP,65
-41:41,SysABP,114
-41:41,Temp,37.7
-41:41,Urine,80
-41:41,Weight,90.8
-42:41,DiasABP,40
-42:41,FiO2,0.7
-42:41,GCS,15
-42:41,HR,100
-42:41,MAP,60
-42:41,SysABP,113
-42:41,Temp,37.8
-42:41,Urine,45
-42:41,Weight,90.8
-43:29,pH,7.46
-43:29,PaCO2,34
-43:29,PaO2,77
-43:29,SaO2,96
-43:41,DiasABP,46
-43:41,HR,107
-43:41,MAP,66
-43:41,SysABP,121
-43:41,Temp,37.9
-43:41,Urine,10
-43:41,Weight,90.8
-44:41,DiasABP,45
-44:41,HR,95
-44:41,MAP,65
-44:41,SysABP,109
-44:41,Temp,37.9
-44:41,Urine,20
-44:41,Weight,90.8
-45:41,DiasABP,51
-45:41,HR,84
-45:41,MAP,72
-45:41,SysABP,131
-45:41,Temp,38
-45:41,Urine,180
-45:41,Weight,90.8
-46:41,DiasABP,47
-46:41,GCS,15
-46:41,HR,87
-46:41,MAP,68
-46:41,SysABP,121
-46:41,Temp,37.8
-46:41,Urine,45
-46:41,Weight,90.8
-47:22,pH,7.44
-47:22,PaCO2,38
-47:22,PaO2,97
-47:22,SaO2,97
-47:41,DiasABP,47
-47:41,HR,88
-47:41,MAP,68
-47:41,SysABP,123
-47:41,Temp,37.6
-47:41,Urine,30
-47:41,Weight,90.8
diff --git a/data/set-a/132783.txt b/data/set-a/132783.txt
deleted file mode 100644
index 11d8021281e21ddac9b0dc9239549ed17983f024..0000000000000000000000000000000000000000
--- a/data/set-a/132783.txt
+++ /dev/null
@@ -1,538 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132783
-00:00,Age,44
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,1
-00:00,Weight,58.5
-00:16,DiasABP,41
-00:16,HR,71
-00:16,MAP,56
-00:16,RespRate,17
-00:16,SysABP,87
-00:16,Temp,35.7
-00:16,Weight,65.9
-00:31,BUN,19
-00:31,Creatinine,0.8
-00:31,Glucose,222
-00:31,HCO3,31
-00:31,HCT,24.3
-00:31,Mg,1.5
-00:31,Platelets,138
-00:31,K,3.8
-00:31,Na,136
-00:31,WBC,10.1
-00:34,pH,7.43
-00:34,PaCO2,47
-00:34,PaO2,72
-00:46,DiasABP,43
-00:46,HR,72
-00:46,MAP,51
-00:46,NIDiasABP,39
-00:46,NIMAP,56.67
-00:46,NISysABP,92
-00:46,RespRate,16
-00:46,SysABP,87
-00:46,Urine,360
-00:46,Weight,65.9
-01:40,pH,7.44
-01:40,PaCO2,42
-01:40,PaO2,80
-01:46,DiasABP,45
-01:46,HR,73
-01:46,MAP,61
-01:46,NIDiasABP,46
-01:46,NIMAP,68.67
-01:46,NISysABP,114
-01:46,RespRate,14
-01:46,SysABP,93
-01:46,Urine,350
-01:46,Weight,65.9
-02:46,DiasABP,47
-02:46,GCS,15
-02:46,HR,75
-02:46,MAP,65
-02:46,NIDiasABP,44
-02:46,NIMAP,68.33
-02:46,NISysABP,117
-02:46,RespRate,15
-02:46,SysABP,99
-02:46,Urine,240
-02:46,Weight,65.9
-03:19,pH,7.43
-03:19,PaCO2,50
-03:19,PaO2,93
-03:28,TroponinI,0.9
-03:46,DiasABP,48
-03:46,HR,73
-03:46,MAP,68
-03:46,RespRate,15
-03:46,SysABP,105
-03:46,Temp,36.5
-03:46,Urine,220
-03:46,Weight,65.9
-04:16,DiasABP,60
-04:16,HR,73
-04:16,MAP,85
-04:16,RespRate,15
-04:16,SysABP,127
-04:16,Weight,65.9
-04:52,pH,7.42
-04:52,PaCO2,47
-04:52,PaO2,78
-05:46,DiasABP,61
-05:46,GCS,15
-05:46,HR,79
-05:46,MAP,88
-05:46,RespRate,20
-05:46,SysABP,134
-05:46,Urine,210
-05:46,Weight,65.9
-05:56,pH,7.43
-05:56,PaCO2,49
-05:56,PaO2,57
-06:16,DiasABP,58
-06:16,HR,80
-06:16,MAP,85
-06:16,RespRate,20
-06:16,SysABP,132
-06:16,Urine,120
-06:16,Weight,65.9
-06:46,DiasABP,57
-06:46,HR,80
-06:46,MAP,81
-06:46,RespRate,15
-06:46,SysABP,125
-06:46,Urine,95
-06:46,Weight,65.9
-07:16,DiasABP,62
-07:16,HR,86
-07:16,MAP,91
-07:16,RespRate,19
-07:16,SysABP,139
-07:16,Temp,36.7
-07:16,Urine,100
-07:16,Weight,65.9
-07:46,DiasABP,52
-07:46,HR,80
-07:46,MAP,75
-07:46,RespRate,16
-07:46,SysABP,119
-07:46,Urine,225
-07:46,Weight,65.9
-08:46,DiasABP,52
-08:46,HR,91
-08:46,MAP,77
-08:46,RespRate,25
-08:46,SysABP,123
-08:46,Urine,400
-08:46,Weight,65.9
-08:52,pH,7.43
-08:52,PaCO2,50
-08:52,PaO2,57
-09:46,DiasABP,54
-09:46,GCS,15
-09:46,HR,88
-09:46,MAP,79
-09:46,RespRate,18
-09:46,SysABP,125
-09:46,Temp,38.8
-09:46,Urine,340
-09:46,Weight,65.9
-10:16,DiasABP,56
-10:16,HR,93
-10:16,MAP,82
-10:16,RespRate,24
-10:16,SysABP,133
-10:16,Urine,260
-10:16,Weight,65.9
-10:45,pH,7.42
-10:45,PaCO2,52
-10:45,PaO2,78
-10:46,pH,7.42
-10:46,DiasABP,52
-10:46,HR,90
-10:46,MAP,72
-10:46,PaCO2,52
-10:46,PaO2,78
-10:46,RespRate,18
-10:46,SysABP,115
-10:46,Urine,280
-10:46,Weight,65.9
-10:52,HCT,30
-10:52,Mg,1.7
-10:52,TroponinI,1.4
-11:16,DiasABP,47
-11:16,HR,92
-11:16,MAP,66
-11:16,RespRate,19
-11:16,SysABP,108
-11:16,Weight,65.9
-11:46,DiasABP,47
-11:46,HR,91
-11:46,MAP,66
-11:46,RespRate,19
-11:46,SysABP,108
-11:46,Urine,240
-11:46,Weight,65.9
-11:59,pH,7.46
-11:59,PaCO2,50
-11:59,PaO2,63
-12:16,DiasABP,45
-12:16,HR,94
-12:16,MAP,65
-12:16,RespRate,21
-12:16,SysABP,108
-12:16,Weight,65.9
-12:46,Urine,420
-13:46,DiasABP,49
-13:46,GCS,15
-13:46,HR,96
-13:46,MAP,72
-13:46,RespRate,21
-13:46,SysABP,117
-13:46,Temp,38.6
-13:46,Urine,120
-13:46,Weight,65.9
-14:16,DiasABP,43
-14:16,HR,100
-14:16,MAP,62
-14:16,RespRate,24
-14:16,SysABP,100
-14:16,Weight,65.9
-14:46,DiasABP,49
-14:46,HR,98
-14:46,MAP,72
-14:46,RespRate,22
-14:46,SysABP,112
-14:46,Urine,120
-14:46,Weight,65.9
-15:46,DiasABP,47
-15:46,Glucose,172
-15:46,HR,90
-15:46,MAP,70
-15:46,K,3.6
-15:46,PaO2,112
-15:46,RespRate,17
-15:46,SysABP,117
-15:46,Urine,60
-15:46,Weight,65.9
-16:06,pH,7.47
-16:06,PaCO2,49
-16:06,PaO2,112
-16:06,SaO2,94
-16:46,Urine,60
-17:01,DiasABP,52
-17:01,HR,86
-17:01,MAP,76
-17:01,RespRate,18
-17:01,SysABP,122
-17:01,Weight,65.9
-17:46,DiasABP,55
-17:46,GCS,15
-17:46,HR,85
-17:46,MAP,77
-17:46,RespRate,21
-17:46,SysABP,121
-17:46,Temp,38.2
-17:46,Urine,30
-17:46,Weight,65.9
-18:16,DiasABP,56
-18:16,HR,87
-18:16,MAP,82
-18:16,RespRate,18
-18:16,SysABP,130
-18:16,Temp,37.6
-18:16,Weight,65.9
-18:31,DiasABP,55
-18:31,HR,86
-18:31,MAP,81
-18:31,RespRate,18
-18:31,SysABP,127
-18:31,Weight,65.9
-19:16,DiasABP,59
-19:16,GCS,15
-19:16,HR,82
-19:16,MAP,87
-19:16,RespRate,20
-19:16,SysABP,135
-19:16,Temp,37.4
-19:16,Urine,120
-19:16,Weight,65.9
-19:46,BUN,20
-19:46,Creatinine,0.7
-19:46,DiasABP,57
-19:46,Glucose,188
-19:46,HCO3,34
-19:46,HCT,28.9
-19:46,HR,88
-19:46,Mg,1.9
-19:46,MAP,83
-19:46,Platelets,154
-19:46,K,4.3
-19:46,Na,137
-19:46,RespRate,21
-19:46,SysABP,129
-19:46,Temp,37
-19:46,Urine,150
-19:46,WBC,13.3
-19:46,Weight,65.9
-20:13,pH,7.42
-20:13,PaCO2,55
-20:13,PaO2,110
-20:13,SaO2,98
-20:46,DiasABP,58
-20:46,GCS,15
-20:46,HR,81
-20:46,MAP,84
-20:46,RespRate,18
-20:46,SysABP,129
-20:46,Weight,65.9
-21:46,DiasABP,63
-21:46,HR,82
-21:46,MAP,94
-21:46,RespRate,21
-21:46,SysABP,139
-21:46,Weight,65.9
-22:46,DiasABP,65
-22:46,GCS,15
-22:46,HR,78
-22:46,MAP,91
-22:46,RespRate,19
-22:46,SysABP,134
-22:46,Temp,36.5
-22:46,Urine,60
-22:46,Weight,65.9
-23:46,DiasABP,69
-23:46,HR,77
-23:46,MAP,97
-23:46,RespRate,18
-23:46,SysABP,142
-23:46,Weight,65.9
-24:46,DiasABP,65
-24:46,GCS,15
-24:46,HR,69
-24:46,MAP,93
-24:46,RespRate,17
-24:46,SysABP,139
-24:46,Urine,80
-24:46,Weight,65.9
-25:46,DiasABP,55
-25:46,HR,68
-25:46,MAP,80
-25:46,RespRate,17
-25:46,SysABP,123
-25:46,Temp,36.8
-25:46,Urine,100
-25:46,Weight,65.9
-26:06,pH,7.4
-26:06,PaCO2,52
-26:06,PaO2,89
-26:46,DiasABP,54
-26:46,HR,71
-26:46,MAP,78
-26:46,RespRate,16
-26:46,SysABP,120
-26:46,Urine,130
-26:46,Weight,65.9
-27:46,DiasABP,53
-27:46,GCS,15
-27:46,HR,77
-27:46,MAP,77
-27:46,RespRate,18
-27:46,SysABP,119
-27:46,Urine,120
-27:46,Weight,65.9
-29:46,DiasABP,54
-29:46,HR,70
-29:46,MAP,79
-29:46,RespRate,17
-29:46,SysABP,122
-29:46,Temp,36.7
-29:46,Urine,200
-29:46,Weight,58.5
-30:16,DiasABP,56
-30:16,HR,66
-30:16,MAP,80
-30:16,RespRate,21
-30:16,SysABP,118
-30:16,Weight,58.5
-30:46,DiasABP,56
-30:46,HR,69
-30:46,MAP,80
-30:46,RespRate,17
-30:46,SysABP,125
-30:46,Weight,58.5
-30:56,Glucose,107
-30:56,K,3.9
-30:56,Na,136
-30:56,TroponinI,0.5
-31:46,DiasABP,58
-31:46,HR,68
-31:46,MAP,83
-31:46,RespRate,16
-31:46,SysABP,130
-31:46,Urine,700
-31:46,Weight,58.5
-32:16,DiasABP,57
-32:16,HR,68
-32:16,MAP,79
-32:16,RespRate,12
-32:16,SysABP,120
-32:16,Urine,600
-32:16,Weight,58.5
-33:16,DiasABP,58
-33:16,GCS,15
-33:16,HR,69
-33:16,MAP,83
-33:16,RespRate,16
-33:16,SysABP,125
-33:16,Temp,36.4
-33:16,Urine,425
-33:16,Weight,58.5
-33:31,Urine,400
-33:46,DiasABP,60
-33:46,HR,74
-33:46,MAP,86
-33:46,RespRate,14
-33:46,SysABP,132
-33:46,Weight,58.5
-34:46,DiasABP,57
-34:46,HR,71
-34:46,MAP,80
-34:46,RespRate,13
-34:46,SysABP,124
-34:46,Temp,37.7
-34:46,Urine,200
-34:46,Weight,58.5
-35:46,BUN,22
-35:46,Creatinine,0.7
-35:46,DiasABP,54
-35:46,GCS,15
-35:46,Glucose,96
-35:46,HCO3,32
-35:46,HCT,31.6
-35:46,HR,76
-35:46,Mg,1.7
-35:46,MAP,81
-35:46,Platelets,172
-35:46,K,3.5
-35:46,Na,138
-35:46,RespRate,19
-35:46,SysABP,127
-35:46,TroponinI,0.5
-35:46,Urine,150
-35:46,WBC,16.5
-35:46,Weight,58.5
-36:46,DiasABP,54
-36:46,HR,76
-36:46,MAP,81
-36:46,RespRate,19
-36:46,SysABP,132
-36:46,Urine,140
-36:46,Weight,58.5
-37:46,DiasABP,44
-37:46,HR,68
-37:46,MAP,66
-37:46,RespRate,21
-37:46,SysABP,114
-37:46,Temp,36.3
-37:46,Urine,140
-37:46,Weight,58.5
-38:14,pH,7.4
-38:14,PaCO2,49
-38:14,PaO2,100
-38:14,SaO2,97
-38:46,DiasABP,50
-38:46,HR,78
-38:46,MAP,74
-38:46,RespRate,16
-38:46,SysABP,112
-38:46,Urine,150
-38:46,Weight,58.5
-39:46,DiasABP,45
-39:46,HR,68
-39:46,MAP,68
-39:46,RespRate,21
-39:46,SysABP,112
-39:46,Urine,40
-39:46,Weight,58.5
-40:46,DiasABP,49
-40:46,GCS,15
-40:46,HR,80
-40:46,MAP,75
-40:46,RespRate,13
-40:46,SysABP,123
-40:46,Temp,37.2
-40:46,Urine,30
-40:46,Weight,58.5
-41:46,DiasABP,55
-41:46,HR,75
-41:46,MAP,78
-41:46,RespRate,13
-41:46,SysABP,122
-41:46,Urine,80
-41:46,Weight,58.5
-42:46,DiasABP,55
-42:46,HR,66
-42:46,MAP,77
-42:46,RespRate,15
-42:46,SysABP,118
-42:46,Weight,58.5
-43:46,DiasABP,59
-43:46,GCS,15
-43:46,HR,76
-43:46,MAP,92
-43:46,RespRate,15
-43:46,SysABP,125
-43:46,Urine,80
-43:46,Weight,58.5
-43:56,pH,7.38
-43:56,PaCO2,52
-43:56,PaO2,102
-43:56,SaO2,97
-44:02,BUN,24
-44:02,Creatinine,0.6
-44:02,Glucose,127
-44:02,HCO3,30
-44:02,HCT,31.4
-44:02,Mg,2.1
-44:02,Platelets,184
-44:02,K,3.8
-44:02,Na,137
-44:02,TroponinI,0.3
-44:02,WBC,17.4
-45:46,DiasABP,52
-45:46,GCS,15
-45:46,HR,74
-45:46,MAP,72
-45:46,RespRate,13
-45:46,SysABP,114
-45:46,Temp,36.7
-45:46,Urine,80
-45:46,Weight,58.5
-46:16,DiasABP,62
-46:16,HR,91
-46:16,MAP,116
-46:16,RespRate,20
-46:16,SysABP,127
-46:16,Weight,58.5
-46:46,DiasABP,57
-46:46,HR,74
-46:46,MAP,81
-46:46,RespRate,16
-46:46,SysABP,125
-46:46,Weight,57.5
-47:16,DiasABP,49
-47:16,HR,75
-47:16,MAP,73
-47:16,RespRate,13
-47:16,SysABP,110
-47:16,Urine,80
-47:16,Weight,57.5
-47:46,DiasABP,48
-47:46,HR,71
-47:46,MAP,70
-47:46,RespRate,13
-47:46,SysABP,111
-47:46,Weight,57.5
diff --git a/data/set-a/132786.txt b/data/set-a/132786.txt
deleted file mode 100644
index e99753afc700d0cd83ae4185a64b3bdbbe050a70..0000000000000000000000000000000000000000
--- a/data/set-a/132786.txt
+++ /dev/null
@@ -1,68 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132786
-00:00,Age,64
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-00:10,Lactate,4
-01:26,pH,7.2
-01:26,PaCO2,57
-01:26,PaO2,78
-01:49,BUN,12
-01:49,Creatinine,0.6
-01:49,Glucose,166
-01:49,HCO3,21
-01:49,HCT,31.1
-01:49,Mg,1.3
-01:49,Platelets,200
-01:49,K,4.2
-01:49,Na,142
-01:49,WBC,19.3
-02:26,Lactate,4
-03:26,pH,7.24
-03:26,PaCO2,56
-03:26,PaO2,125
-04:26,Lactate,2.4
-05:35,pH,7.44
-05:35,PaCO2,34
-05:35,PaO2,109
-06:10,BUN,12
-06:10,Creatinine,0.6
-06:10,Glucose,180
-06:10,HCO3,19
-06:10,HCT,28.6
-06:10,Mg,2.5
-06:10,Platelets,228
-06:10,K,4.3
-06:10,Na,139
-06:10,WBC,19.4
-06:35,Lactate,3.4
-11:13,pH,7.32
-11:13,PaCO2,53
-11:13,PaO2,86
-12:13,Lactate,2.1
-15:24,BUN,13
-15:24,Creatinine,0.6
-15:24,Glucose,120
-15:24,HCO3,26
-15:24,HCT,26.9
-15:24,Mg,2
-15:24,Platelets,218
-15:24,K,4.1
-15:24,Na,139
-15:24,WBC,18.4
-16:03,pH,7.33
-16:03,PaCO2,55
-16:03,PaO2,132
-17:03,Lactate,0.9
-30:22,BUN,14
-30:22,Creatinine,0.6
-30:22,Glucose,101
-30:22,HCO3,27
-30:22,HCT,27.8
-30:22,Mg,2
-30:22,Platelets,205
-30:22,K,3.9
-30:22,Na,141
-30:22,WBC,17
diff --git a/data/set-a/132790.txt b/data/set-a/132790.txt
deleted file mode 100644
index 3072f8cef400bdad15e5705c0d049717770548b3..0000000000000000000000000000000000000000
--- a/data/set-a/132790.txt
+++ /dev/null
@@ -1,516 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132790
-00:00,Age,41
-00:00,Gender,1
-00:00,Height,177.8
-00:00,ICUType,2
-00:00,Weight,100.9
-00:13,pH,7.32
-00:13,PaCO2,47
-00:13,PaO2,219
-01:25,pH,7.38
-01:25,PaCO2,43
-01:25,PaO2,200
-02:03,MechVent,1
-02:33,DiasABP,71
-02:33,GCS,3
-02:33,HR,91
-02:33,SysABP,133
-02:33,Temp,37.8
-02:33,Urine,100
-02:33,Urine,1575
-02:33,Weight,100.9
-02:48,DiasABP,66
-02:48,HR,95
-02:48,MAP,86
-02:48,SysABP,126
-02:48,Weight,100.9
-03:03,DiasABP,68
-03:03,HR,99
-03:03,MAP,88
-03:03,MechVent,1
-03:03,SysABP,131
-03:03,Urine,100
-03:03,Weight,100.9
-03:14,BUN,14
-03:14,Creatinine,1
-03:14,HCT,32.6
-03:14,Platelets,171
-03:18,DiasABP,53
-03:18,HR,104
-03:18,MAP,67
-03:18,SysABP,103
-03:18,Weight,100.9
-03:33,DiasABP,48
-03:33,HR,104
-03:33,MAP,62
-03:33,SysABP,97
-03:33,Urine,120
-03:33,Weight,100.9
-03:48,DiasABP,55
-03:48,HR,104
-03:48,MAP,70
-03:48,SysABP,111
-03:48,Weight,100.9
-04:03,DiasABP,55
-04:03,HR,109
-04:03,MAP,67
-04:03,SysABP,103
-04:03,Temp,38.7
-04:03,Urine,80
-04:03,Weight,100.9
-04:30,pH,7.31
-04:30,PaCO2,53
-04:30,PaO2,143
-04:33,DiasABP,52
-04:33,HR,113
-04:33,MAP,65
-04:33,SysABP,97
-04:33,Urine,80
-04:33,Weight,100.9
-05:03,DiasABP,60
-05:03,HR,120
-05:03,MAP,74
-05:03,SysABP,113
-05:03,Urine,80
-05:03,Weight,100.9
-05:33,DiasABP,60
-05:33,GCS,3
-05:33,HR,119
-05:33,MAP,75
-05:33,MechVent,1
-05:33,SysABP,115
-05:33,Urine,100
-05:33,Weight,100.9
-05:51,Mg,2.1
-06:03,DiasABP,54
-06:03,HR,125
-06:03,MAP,66
-06:03,SysABP,96
-06:03,Temp,38.7
-06:03,Urine,35
-06:03,Weight,100.9
-06:08,DiasABP,52
-06:08,HR,125
-06:08,MAP,64
-06:08,SysABP,91
-06:08,Weight,100.9
-06:48,DiasABP,65
-06:48,HR,116
-06:48,MAP,79
-06:48,SysABP,114
-06:48,Temp,38.7
-06:48,Weight,100.9
-07:03,DiasABP,64
-07:03,GCS,4
-07:03,HR,110
-07:03,MAP,80
-07:03,MechVent,1
-07:03,SysABP,118
-07:03,Temp,38.6
-07:03,Urine,110
-07:03,Weight,100.9
-07:15,pH,7.32
-07:15,PaCO2,50
-07:15,PaO2,364
-08:03,DiasABP,69
-08:03,HR,113
-08:03,MAP,84
-08:03,MechVent,1
-08:03,SysABP,116
-08:03,Temp,38.6
-08:03,Urine,210
-08:03,Weight,100.9
-09:03,DiasABP,66
-09:03,GCS,10
-09:03,HR,107
-09:03,MAP,82
-09:03,MechVent,1
-09:03,SysABP,118
-09:03,Temp,38.3
-09:03,Urine,140
-09:03,Weight,100.9
-09:32,pH,7.38
-09:32,PaCO2,36
-09:32,PaO2,208
-09:46,HCT,30
-09:46,Platelets,195
-09:46,WBC,18.3
-09:50,pH,7.41
-09:55,pH,7.36
-09:55,PaCO2,42
-09:55,PaO2,185
-10:03,DiasABP,66
-10:03,HR,109
-10:03,MAP,86
-10:03,SysABP,120
-10:03,Temp,38.1
-10:03,Urine,100
-10:03,Weight,100.9
-11:03,DiasABP,64
-11:03,GCS,15
-11:03,HR,111
-11:03,MAP,90
-11:03,SysABP,114
-11:03,Temp,37.6
-11:03,Urine,100
-11:03,Weight,100.9
-12:03,DiasABP,69
-12:03,HR,104
-12:03,MAP,88
-12:03,SysABP,120
-12:03,Temp,37.6
-12:03,Urine,100
-12:03,Weight,100.9
-13:03,DiasABP,72
-13:03,HR,104
-13:03,MAP,92
-13:03,SysABP,130
-13:03,Temp,37.5
-13:03,Urine,0
-13:03,Urine,60
-13:03,Weight,100.9
-14:03,BUN,17
-14:03,Creatinine,1.3
-14:03,DiasABP,67
-14:03,Glucose,132
-14:03,HCO3,27
-14:03,HCT,29.2
-14:03,HR,104
-14:03,MAP,85
-14:03,Platelets,204
-14:03,K,4.8
-14:03,Na,140
-14:03,SysABP,116
-14:03,Temp,37.4
-14:03,Urine,100
-14:03,WBC,18.7
-14:03,Weight,100.9
-15:03,DiasABP,69
-15:03,GCS,15
-15:03,HR,104
-15:03,MAP,85
-15:03,SysABP,107
-15:03,Temp,37.3
-15:03,Urine,60
-15:03,Weight,100.9
-16:03,DiasABP,71
-16:03,HR,102
-16:03,MAP,91
-16:03,SysABP,126
-16:03,Temp,37.2
-16:03,Urine,60
-16:03,Weight,100.9
-17:03,DiasABP,73
-17:03,HR,102
-17:03,MAP,91
-17:03,SysABP,125
-17:03,Urine,50
-17:03,Weight,100.9
-18:03,HR,99
-18:03,NIDiasABP,57
-18:03,NIMAP,79.33
-18:03,NISysABP,124
-18:03,Urine,100
-18:03,Weight,100.9
-19:03,GCS,15
-19:03,HR,99
-19:03,MechVent,1
-19:03,NIDiasABP,81
-19:03,NIMAP,97
-19:03,NISysABP,129
-19:03,Temp,36.9
-19:03,Urine,100
-19:03,Weight,100.9
-20:03,HR,93
-20:03,NIDiasABP,61
-20:03,NIMAP,84
-20:03,NISysABP,130
-20:03,Urine,85
-20:03,Weight,100.9
-21:03,HR,84
-21:03,NIDiasABP,67
-21:03,NIMAP,85.67
-21:03,NISysABP,123
-21:03,Temp,36.6
-21:03,Urine,60
-21:03,Weight,100.9
-22:03,GCS,15
-22:03,HR,91
-22:03,MechVent,1
-22:03,NIDiasABP,61
-22:03,NIMAP,81.67
-22:03,NISysABP,123
-22:03,Urine,60
-22:03,Weight,100.9
-24:03,GCS,15
-24:03,HR,87
-24:03,NIDiasABP,78
-24:03,NIMAP,103
-24:03,NISysABP,153
-24:03,Temp,35.6
-24:03,Urine,55
-24:03,Urine,60
-24:03,Weight,100.9
-24:18,HR,86
-24:18,NIDiasABP,74
-24:18,NIMAP,99.33
-24:18,NISysABP,150
-24:18,Weight,100.9
-24:26,BUN,20
-24:26,Creatinine,1.5
-24:26,Glucose,116
-24:26,HCO3,25
-24:26,HCT,28.1
-24:26,Mg,2.1
-24:26,K,4.5
-24:26,Na,142
-24:33,HR,85
-24:33,NIDiasABP,78
-24:33,NIMAP,105
-24:33,NISysABP,159
-24:33,Weight,100.9
-24:48,HR,87
-24:48,NIDiasABP,60
-24:48,NIMAP,87.33
-24:48,NISysABP,142
-24:48,Weight,100.9
-25:03,HR,89
-25:03,NIDiasABP,81
-25:03,NIMAP,102.7
-25:03,NISysABP,146
-25:03,Urine,40
-25:03,Urine,80
-25:03,Weight,100.9
-25:08,HR,92
-25:08,Weight,100.9
-25:18,HR,92
-25:18,NIDiasABP,67
-25:18,NIMAP,90
-25:18,NISysABP,136
-25:18,Weight,100.9
-25:33,HR,87
-25:33,NIDiasABP,66
-25:33,NIMAP,92.67
-25:33,NISysABP,146
-25:33,Weight,100.9
-25:48,HR,87
-25:48,NIDiasABP,73
-25:48,NIMAP,94
-25:48,NISysABP,136
-25:48,Weight,100.9
-26:03,HR,91
-26:03,NIDiasABP,70
-26:03,NIMAP,93.33
-26:03,NISysABP,140
-26:03,Urine,115
-26:03,Weight,100.9
-26:18,HR,90
-26:18,NIDiasABP,64
-26:18,NIMAP,87.33
-26:18,NISysABP,134
-26:18,Weight,100.9
-26:33,HR,91
-26:33,NIDiasABP,83
-26:33,NIMAP,98.67
-26:33,NISysABP,130
-26:33,Weight,100.9
-27:03,GCS,15
-27:03,HR,90
-27:03,MechVent,1
-27:03,NIDiasABP,67
-27:03,NIMAP,92.67
-27:03,NISysABP,144
-27:03,Temp,36.7
-27:03,Urine,100
-27:03,Weight,100.9
-27:33,HR,96
-27:33,NIDiasABP,68
-27:33,NIMAP,91.67
-27:33,NISysABP,139
-27:33,Weight,100.9
-27:54,BUN,19
-27:54,Creatinine,1.2
-27:54,Glucose,111
-27:54,HCO3,27
-27:54,K,4.4
-27:54,Na,143
-28:03,HR,99
-28:03,MechVent,1
-28:03,NIDiasABP,63
-28:03,NIMAP,87.67
-28:03,NISysABP,137
-28:03,Urine,155
-28:03,Weight,100.9
-28:11,pH,7.42
-28:11,PaCO2,45
-28:11,PaO2,61
-28:33,HR,104
-28:33,NIDiasABP,76
-28:33,NIMAP,98.67
-28:33,NISysABP,144
-28:33,Weight,100.9
-29:03,HR,106
-29:03,MechVent,1
-29:03,NIDiasABP,78
-29:03,NIMAP,99
-29:03,NISysABP,141
-29:03,Urine,95
-29:03,Weight,100.9
-29:33,HR,111
-29:33,NIDiasABP,61
-29:33,NIMAP,86
-29:33,NISysABP,136
-29:33,Weight,100.9
-30:03,HR,107
-30:03,MechVent,1
-30:03,NIDiasABP,25
-30:03,NIMAP,64
-30:03,NISysABP,142
-30:03,Urine,150
-30:03,Weight,100.9
-31:03,GCS,15
-31:03,HR,110
-31:03,MechVent,1
-31:03,NIDiasABP,69
-31:03,NIMAP,89.67
-31:03,NISysABP,131
-31:03,Temp,38.5
-31:03,Urine,110
-31:03,Weight,100.9
-32:03,HR,100
-32:03,NIDiasABP,66
-32:03,NIMAP,86.33
-32:03,NISysABP,127
-32:03,Urine,200
-32:03,Weight,100.9
-32:48,BUN,16
-32:48,Creatinine,1.2
-32:48,Glucose,153
-32:48,HCO3,27
-32:48,K,4.2
-32:48,Na,141
-33:03,GCS,15
-33:03,HR,98
-33:03,NIDiasABP,63
-33:03,NIMAP,85
-33:03,NISysABP,129
-33:03,Temp,37.8
-33:03,Urine,40
-33:03,Weight,100.9
-34:03,HR,104
-34:03,NIDiasABP,61
-34:03,NIMAP,87.67
-34:03,NISysABP,141
-34:03,Urine,50
-34:03,Weight,100.9
-35:03,GCS,15
-35:03,HR,103
-35:03,MechVent,1
-35:03,NIDiasABP,60
-35:03,NIMAP,83.33
-35:03,NISysABP,130
-35:03,Temp,37.9
-35:03,Urine,45
-35:03,Weight,100.9
-36:03,HR,106
-36:03,MechVent,1
-36:03,NIDiasABP,69
-36:03,NIMAP,97
-36:03,NISysABP,153
-36:03,Urine,40
-36:03,Weight,100.9
-37:03,GCS,15
-37:03,HR,103
-37:03,MechVent,1
-37:03,NIDiasABP,73
-37:03,NIMAP,94
-37:03,NISysABP,136
-37:03,Urine,100
-37:03,Weight,100.9
-38:03,HR,102
-38:03,MechVent,1
-38:03,NIDiasABP,59
-38:03,NIMAP,82.67
-38:03,NISysABP,130
-38:03,Urine,200
-38:03,Weight,100.9
-38:48,BUN,13
-38:48,Creatinine,1.1
-38:48,Glucose,144
-38:48,HCO3,29
-38:48,HCT,23.5
-38:48,Mg,1.9
-38:48,Platelets,180
-38:48,K,4.1
-38:48,Na,140
-38:48,WBC,15
-39:03,GCS,15
-39:03,HR,98
-39:03,MechVent,1
-39:03,NIDiasABP,63
-39:03,NIMAP,84
-39:03,NISysABP,126
-39:03,Temp,37.6
-39:03,Urine,40
-39:03,Weight,100.9
-40:03,GCS,15
-40:03,HR,102
-40:03,MechVent,1
-40:03,NIDiasABP,57
-40:03,NIMAP,88
-40:03,NISysABP,150
-40:03,Urine,80
-40:03,Weight,100.9
-41:03,HR,105
-41:03,NIDiasABP,66
-41:03,NIMAP,88
-41:03,NISysABP,132
-41:03,Urine,200
-41:03,Weight,100.9
-43:03,FiO2,0.45
-43:03,GCS,15
-43:03,HR,100
-43:03,NIDiasABP,66
-43:03,NIMAP,86
-43:03,NISysABP,126
-43:03,Temp,37.8
-43:03,Urine,265
-43:03,Urine,0
-43:03,Weight,100.9
-44:03,HR,94
-44:03,NIDiasABP,72
-44:03,NIMAP,92.67
-44:03,NISysABP,134
-44:03,Urine,130
-44:03,Weight,100.9
-44:33,HR,94
-44:33,Temp,37.9
-44:33,Weight,100.9
-45:03,HR,89
-45:03,NIDiasABP,63
-45:03,NIMAP,86
-45:03,NISysABP,132
-45:03,Urine,110
-45:03,Weight,100.9
-46:03,HR,90
-46:03,NIDiasABP,62
-46:03,NIMAP,82.33
-46:03,NISysABP,123
-46:03,Urine,100
-46:03,Weight,100.9
-47:03,BUN,12
-47:03,Creatinine,1
-47:03,GCS,15
-47:03,Glucose,112
-47:03,HCT,25.6
-47:03,HR,92
-47:03,NIDiasABP,55
-47:03,NIMAP,78
-47:03,NISysABP,124
-47:03,Platelets,181
-47:03,K,4.3
-47:03,Temp,37.9
-47:03,Urine,120
-47:03,WBC,15.3
-47:03,Weight,100.9
diff --git a/data/set-a/132791.txt b/data/set-a/132791.txt
deleted file mode 100644
index a9139eb492d280a5999cbe3ee6d539f495e4ef22..0000000000000000000000000000000000000000
--- a/data/set-a/132791.txt
+++ /dev/null
@@ -1,373 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132791
-00:00,Age,79
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,61
-00:54,GCS,15
-00:54,HR,90
-00:54,NIDiasABP,63
-00:54,NIMAP,82.67
-00:54,NISysABP,122
-00:54,RespRate,34
-00:54,Temp,37.2
-00:54,Weight,61
-01:11,pH,7.47
-01:11,PaCO2,34
-01:11,PaO2,61
-01:54,HR,81
-01:54,NIDiasABP,55
-01:54,NIMAP,76.67
-01:54,NISysABP,120
-01:54,RespRate,38
-01:54,Weight,61
-02:54,HR,88
-02:54,NIDiasABP,57
-02:54,NIMAP,76
-02:54,NISysABP,114
-02:54,RespRate,24
-02:54,Urine,225
-02:54,Weight,61
-03:54,HR,82
-03:54,NIDiasABP,53
-03:54,NIMAP,75.33
-03:54,NISysABP,120
-03:54,RespRate,22
-03:54,Weight,61
-04:54,HR,81
-04:54,NIDiasABP,56
-04:54,NIMAP,74
-04:54,NISysABP,110
-04:54,RespRate,43
-04:54,Urine,250
-04:54,Weight,61
-05:54,GCS,15
-05:54,HR,86
-05:54,NIDiasABP,55
-05:54,NIMAP,75.33
-05:54,NISysABP,116
-05:54,RespRate,28
-05:54,Weight,61
-06:54,HR,92
-06:54,NIDiasABP,57
-06:54,NIMAP,77.67
-06:54,NISysABP,119
-06:54,RespRate,35
-06:54,Temp,37.2
-06:54,Weight,61
-07:54,HR,87
-07:54,NIDiasABP,80
-07:54,NIMAP,98
-07:54,NISysABP,134
-07:54,RespRate,29
-07:54,Weight,61
-08:54,HR,102
-08:54,NIDiasABP,73
-08:54,NIMAP,97.33
-08:54,NISysABP,146
-08:54,RespRate,28
-08:54,Temp,39.4
-08:54,Urine,100
-08:54,Weight,61
-09:02,TroponinI,4.1
-09:54,GCS,15
-09:54,HR,103
-09:54,NIDiasABP,59
-09:54,NIMAP,85
-09:54,NISysABP,137
-09:54,RespRate,24
-09:54,Weight,61
-10:24,HR,105
-10:24,NIDiasABP,61
-10:24,NIMAP,79
-10:24,NISysABP,115
-10:24,RespRate,49
-10:24,Temp,39.3
-10:24,Weight,61
-10:54,HR,109
-10:54,NIDiasABP,57
-10:54,NIMAP,76
-10:54,NISysABP,114
-10:54,RespRate,29
-10:54,Urine,150
-10:54,Weight,61
-11:54,HR,96
-11:54,NIDiasABP,50
-11:54,NIMAP,69.33
-11:54,NISysABP,108
-11:54,RespRate,25
-11:54,Temp,37.7
-11:54,Weight,61
-12:54,HR,86
-12:54,NIDiasABP,57
-12:54,NIMAP,75.67
-12:54,NISysABP,113
-12:54,RespRate,21
-12:54,Weight,61
-13:54,FiO2,0.5
-13:54,GCS,15
-13:54,HR,94
-13:54,NIDiasABP,53
-13:54,NIMAP,70.67
-13:54,NISysABP,106
-13:54,RespRate,28
-13:54,Temp,37.7
-13:54,Weight,61
-14:54,HR,85
-14:54,NIDiasABP,58
-14:54,NIMAP,76.33
-14:54,NISysABP,113
-14:54,RespRate,18
-14:54,Weight,61
-15:54,HR,80
-15:54,NIDiasABP,54
-15:54,NIMAP,70.67
-15:54,NISysABP,104
-15:54,RespRate,18
-15:54,Urine,400
-15:54,Weight,61
-16:24,Albumin,2.6
-16:24,ALP,103
-16:24,ALT,56
-16:24,AST,52
-16:24,Bilirubin,0.8
-16:24,BUN,16
-16:24,Creatinine,1
-16:24,Glucose,139
-16:24,HCO3,20
-16:24,HCT,32.5
-16:24,Mg,1.9
-16:24,Platelets,294
-16:24,K,3.6
-16:24,Na,133
-16:24,WBC,11.4
-16:54,HR,79
-16:54,NIDiasABP,55
-16:54,NIMAP,74
-16:54,NISysABP,112
-16:54,RespRate,20
-16:54,Weight,61
-17:54,HR,77
-17:54,NIDiasABP,56
-17:54,NIMAP,77
-17:54,NISysABP,119
-17:54,RespRate,22
-17:54,Weight,61
-18:54,FiO2,0.5
-18:54,GCS,15
-18:54,HR,80
-18:54,NIDiasABP,59
-18:54,NIMAP,77
-18:54,NISysABP,113
-18:54,RespRate,25
-18:54,Temp,36.4
-18:54,Weight,61
-19:54,HR,78
-19:54,NIDiasABP,56
-19:54,NIMAP,74
-19:54,NISysABP,110
-19:54,RespRate,21
-19:54,Urine,700
-19:54,Weight,61
-20:54,HR,76
-20:54,NIDiasABP,50
-20:54,NIMAP,69.33
-20:54,NISysABP,108
-20:54,RespRate,21
-20:54,Weight,61
-21:54,FiO2,0.5
-21:54,GCS,15
-21:54,HR,73
-21:54,NIDiasABP,53
-21:54,NIMAP,74.33
-21:54,NISysABP,117
-21:54,RespRate,26
-21:54,Temp,36.4
-21:54,Urine,200
-21:54,Weight,61
-22:54,HR,73
-22:54,NIDiasABP,55
-22:54,NIMAP,74
-22:54,NISysABP,112
-22:54,RespRate,20
-22:54,Weight,61
-23:54,HR,78
-23:54,NIDiasABP,54
-23:54,NIMAP,71
-23:54,NISysABP,105
-23:54,RespRate,25
-23:54,Weight,61
-24:54,FiO2,0.5
-24:54,HR,90
-24:54,NIDiasABP,58
-24:54,NIMAP,76
-24:54,NISysABP,112
-24:54,RespRate,28
-24:54,Urine,200
-24:54,Weight,61
-25:54,HR,85
-25:54,NIDiasABP,59
-25:54,NIMAP,76.33
-25:54,NISysABP,111
-25:54,RespRate,23
-25:54,Temp,37.3
-25:54,Urine,150
-25:54,Weight,61
-26:54,GCS,15
-26:54,HR,87
-26:54,NIDiasABP,51
-26:54,NIMAP,73.33
-26:54,NISysABP,118
-26:54,RespRate,30
-26:54,Weight,61
-27:54,HR,87
-27:54,NIDiasABP,53
-27:54,NIMAP,75.67
-27:54,NISysABP,121
-27:54,RespRate,35
-27:54,Weight,61
-28:54,HR,85
-28:54,NIDiasABP,56
-28:54,NIMAP,77.33
-28:54,NISysABP,120
-28:54,RespRate,32
-28:54,Urine,150
-28:54,Weight,61
-29:54,HR,81
-29:54,NIDiasABP,57
-29:54,NIMAP,80.67
-29:54,NISysABP,128
-29:54,RespRate,32
-29:54,Weight,61
-30:54,GCS,15
-30:54,Urine,150
-31:54,Urine,200
-32:54,HR,87
-32:54,NIDiasABP,54
-32:54,NIMAP,78
-32:54,NISysABP,126
-32:54,RespRate,31
-32:54,Weight,61
-33:54,GCS,15
-33:54,HR,86
-33:54,NIDiasABP,60
-33:54,NIMAP,79.67
-33:54,NISysABP,119
-33:54,RespRate,32
-33:54,Temp,36.6
-33:54,Urine,200
-33:54,Weight,61
-34:54,HR,85
-34:54,NIDiasABP,57
-34:54,NIMAP,80
-34:54,NISysABP,126
-34:54,RespRate,23
-34:54,Urine,200
-34:54,Weight,61
-35:49,pH,7.48
-35:49,PaCO2,31
-35:49,PaO2,58
-35:54,HR,83
-35:54,NIDiasABP,63
-35:54,NIMAP,80
-35:54,NISysABP,114
-35:54,RespRate,41
-35:54,Temp,35.9
-35:54,Urine,200
-35:54,Weight,61
-36:54,HR,82
-36:54,NIDiasABP,57
-36:54,NIMAP,81
-36:54,NISysABP,129
-36:54,RespRate,29
-36:54,Urine,200
-36:54,Weight,61
-37:54,GCS,15
-37:54,HR,76
-37:54,NIDiasABP,60
-37:54,NIMAP,81.67
-37:54,NISysABP,125
-37:54,RespRate,21
-37:54,Temp,36.3
-37:54,Weight,61
-38:54,HR,75
-38:54,NIDiasABP,55
-38:54,NIMAP,77.67
-38:54,NISysABP,123
-38:54,RespRate,31
-38:54,Urine,200
-38:54,Weight,61
-39:54,HR,76
-39:54,NIDiasABP,61
-39:54,NIMAP,83.33
-39:54,NISysABP,128
-39:54,RespRate,26
-39:54,Weight,61
-40:54,HR,79
-40:54,NIDiasABP,60
-40:54,NIMAP,81.33
-40:54,NISysABP,124
-40:54,RespRate,28
-40:54,Weight,61
-41:54,GCS,15
-41:54,HR,70
-41:54,NIDiasABP,48
-41:54,NIMAP,76
-41:54,NISysABP,132
-41:54,RespRate,18
-41:54,Temp,35.6
-41:54,Urine,200
-41:54,Weight,61
-42:54,HR,69
-42:54,NIDiasABP,62
-42:54,NIMAP,81.33
-42:54,NISysABP,120
-42:54,RespRate,24
-42:54,Weight,61
-43:39,BUN,18
-43:39,Creatinine,1
-43:39,Glucose,167
-43:39,HCO3,22
-43:39,HCT,30.2
-43:39,Mg,2.2
-43:39,Platelets,314
-43:39,K,4.2
-43:39,Na,134
-43:39,WBC,8.3
-43:54,HR,70
-43:54,NIDiasABP,56
-43:54,NIMAP,75.33
-43:54,NISysABP,114
-43:54,RespRate,23
-43:54,Weight,61
-45:54,GCS,15
-45:54,HR,67
-45:54,NIDiasABP,55
-45:54,NIMAP,79.33
-45:54,NISysABP,128
-45:54,RespRate,16
-45:54,Weight,61
-46:54,HR,67
-46:54,NIDiasABP,53
-46:54,NIMAP,76.33
-46:54,NISysABP,123
-46:54,RespRate,16
-46:54,Weight,61
-47:09,HR,68
-47:09,NIDiasABP,56
-47:09,NIMAP,76.33
-47:09,NISysABP,117
-47:09,RespRate,15
-47:09,Weight,61
-47:39,HR,77
-47:39,RespRate,18
-47:39,Weight,61
-47:54,HR,90
-47:54,NIDiasABP,48
-47:54,NIMAP,72.33
-47:54,NISysABP,121
-47:54,RespRate,19
-47:54,Temp,35.3
-47:54,Urine,225
-47:54,Weight,61
diff --git a/data/set-a/132792.txt b/data/set-a/132792.txt
deleted file mode 100644
index c2d60b8f9c947975a1fc08420f00d72bfe2cc347..0000000000000000000000000000000000000000
--- a/data/set-a/132792.txt
+++ /dev/null
@@ -1,566 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132792
-00:00,Age,45
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,49.4
-00:09,HR,147
-00:09,NIDiasABP,88
-00:09,NIMAP,103
-00:09,NISysABP,124
-00:24,FiO2,0.5
-00:24,GCS,7
-00:24,HR,146
-00:24,MechVent,1
-00:24,NIDiasABP,82
-00:24,NIMAP,97
-00:24,NISysABP,119
-00:24,Urine,200
-00:34,HR,146
-00:34,NIDiasABP,81
-00:34,NIMAP,97
-00:34,NISysABP,125
-00:39,HR,149
-00:39,NIDiasABP,83
-00:39,NIMAP,99
-00:39,NISysABP,128
-00:44,HR,127
-00:44,NIDiasABP,88
-00:44,NIMAP,103
-00:44,NISysABP,124
-00:54,HR,149
-00:54,NIDiasABP,86
-00:54,NIMAP,101
-00:54,NISysABP,127
-00:54,Temp,38.5
-01:24,DiasABP,0
-01:24,HR,144
-01:24,MAP,285
-01:24,NIDiasABP,77
-01:24,NIMAP,92
-01:24,NISysABP,116
-01:24,SysABP,0
-01:24,Urine,65
-01:52,ALP,298
-01:52,ALT,18
-01:52,AST,54
-01:52,Bilirubin,0.4
-01:52,BUN,39
-01:52,Creatinine,3.1
-01:52,Glucose,148
-01:52,HCO3,20
-01:52,HCT,33.7
-01:52,Mg,2.3
-01:52,Platelets,162
-01:52,K,4.1
-01:52,Na,140
-01:52,WBC,11.6
-02:08,pH,7.37
-02:08,Lactate,1.2
-02:08,PaCO2,33
-02:08,PaO2,99
-02:24,DiasABP,80
-02:24,HR,136
-02:24,MAP,91
-02:24,MechVent,1
-02:24,NIDiasABP,71
-02:24,NIMAP,85
-02:24,NISysABP,105
-02:24,SysABP,114
-02:24,Urine,100
-03:24,DiasABP,72
-03:24,HR,124
-03:24,MAP,81
-03:24,NIDiasABP,56
-03:24,NIMAP,72
-03:24,NISysABP,99
-03:24,SysABP,103
-03:24,Urine,125
-04:24,DiasABP,68
-04:24,FiO2,0.5
-04:24,GCS,7
-04:24,HR,118
-04:24,MAP,77
-04:24,MechVent,1
-04:24,NIDiasABP,59
-04:24,NIMAP,72
-04:24,NISysABP,91
-04:24,SysABP,97
-04:24,Temp,36.9
-04:24,Urine,80
-05:24,DiasABP,62
-05:24,HR,121
-05:24,MAP,70
-05:24,NIDiasABP,80
-05:24,NIMAP,90
-05:24,NISysABP,98
-05:24,SysABP,84
-05:24,Urine,35
-05:24,Weight,49.4
-06:09,DiasABP,55
-06:09,HR,111
-06:09,MAP,66
-06:09,NIDiasABP,70
-06:09,NIMAP,83
-06:09,NISysABP,97
-06:09,SysABP,83
-06:09,Weight,49.4
-06:24,DiasABP,59
-06:24,HR,102
-06:24,MAP,72
-06:24,SysABP,91
-06:24,Urine,40
-06:24,Weight,49.4
-06:47,Lactate,0.7
-07:24,DiasABP,57
-07:24,HR,87
-07:24,MAP,74
-07:24,NIDiasABP,57
-07:24,NIMAP,72
-07:24,NISysABP,92
-07:24,SysABP,98
-07:24,Urine,60
-07:24,Weight,49.4
-07:54,DiasABP,64
-07:54,HR,82
-07:54,MAP,84
-07:54,NIDiasABP,68
-07:54,NIMAP,84
-07:54,NISysABP,101
-07:54,SysABP,109
-07:54,Weight,49.4
-08:24,DiasABP,61
-08:24,FiO2,0.5
-08:24,GCS,7
-08:24,HR,88
-08:24,MAP,78
-08:24,MechVent,1
-08:24,NIDiasABP,54
-08:24,NIMAP,69
-08:24,NISysABP,91
-08:24,SysABP,102
-08:24,Temp,35.2
-08:24,Urine,45
-08:24,Weight,49.4
-09:24,DiasABP,61
-09:24,HR,86
-09:24,MAP,75
-09:24,NIDiasABP,55
-09:24,NIMAP,69
-09:24,NISysABP,86
-09:24,SysABP,100
-09:24,Temp,35.2
-09:24,Urine,45
-09:24,Weight,49.4
-10:24,DiasABP,60
-10:24,HR,101
-10:24,MAP,74
-10:24,NIDiasABP,50
-10:24,NIMAP,64
-10:24,NISysABP,81
-10:24,SysABP,95
-10:24,Temp,35.6
-10:24,Urine,100
-10:24,Weight,49.4
-11:24,DiasABP,54
-11:24,HR,106
-11:24,MAP,66
-11:24,NIDiasABP,43
-11:24,NIMAP,57
-11:24,NISysABP,76
-11:24,SysABP,86
-11:24,Urine,45
-11:24,Weight,49.4
-11:39,DiasABP,60
-11:39,HR,99
-11:39,MAP,73
-11:39,NIDiasABP,43
-11:39,NIMAP,60
-11:39,NISysABP,85
-11:39,SysABP,95
-11:39,Temp,36.2
-11:39,Weight,49.4
-11:54,DiasABP,61
-11:54,HR,98
-11:54,MAP,74
-11:54,NIDiasABP,44
-11:54,NIMAP,62
-11:54,NISysABP,88
-11:54,SysABP,96
-11:54,Temp,36.5
-11:54,Weight,49.4
-12:24,DiasABP,62
-12:24,FiO2,0.5
-12:24,GCS,7
-12:24,HR,100
-12:24,MAP,75
-12:24,MechVent,1
-12:24,NIDiasABP,45
-12:24,NIMAP,62
-12:24,NISysABP,87
-12:24,SysABP,96
-12:24,Urine,40
-12:24,Weight,49.4
-13:24,DiasABP,57
-13:24,HR,100
-13:24,MAP,69
-13:24,NIDiasABP,46
-13:24,NIMAP,63
-13:24,NISysABP,89
-13:24,SysABP,89
-13:24,Urine,45
-13:24,Weight,49.4
-13:54,DiasABP,58
-13:54,HR,98
-13:54,MAP,70
-13:54,NIDiasABP,47
-13:54,NIMAP,62
-13:54,NISysABP,85
-13:54,SysABP,91
-13:54,Temp,36.6
-13:54,Weight,49.4
-13:59,DiasABP,54
-13:59,HR,94
-13:59,MAP,67
-13:59,SysABP,87
-13:59,Weight,49.4
-14:04,DiasABP,55
-14:04,HR,93
-14:04,MAP,67
-14:04,SysABP,89
-14:04,Weight,49.4
-14:09,DiasABP,70
-14:09,HR,110
-14:09,MAP,84
-14:09,SysABP,104
-14:09,Weight,49.4
-14:24,DiasABP,55
-14:24,HR,100
-14:24,MAP,68
-14:24,NIDiasABP,65
-14:24,NIMAP,80
-14:24,NISysABP,99
-14:24,SysABP,89
-14:24,Urine,30
-14:24,Weight,49.4
-15:24,DiasABP,55
-15:24,HR,93
-15:24,MAP,68
-15:24,NIDiasABP,56
-15:24,NIMAP,71
-15:24,NISysABP,93
-15:24,SysABP,91
-15:24,Urine,30
-15:24,Weight,49.4
-16:24,HR,94
-16:24,MAP,33
-16:24,MechVent,1
-16:24,NIDiasABP,60
-16:24,NIMAP,74
-16:24,NISysABP,94
-16:24,SysABP,35
-16:24,Weight,49.4
-17:24,DiasABP,60
-17:24,FiO2,0.5
-17:24,GCS,6
-17:24,HR,96
-17:24,MAP,74
-17:24,MechVent,1
-17:24,SysABP,94
-17:24,Temp,36.1
-17:24,Urine,45
-17:24,Weight,49.4
-18:24,DiasABP,62
-18:24,HR,94
-18:24,MAP,77
-18:24,SysABP,98
-18:24,Weight,49.4
-19:24,DiasABP,71
-19:24,FiO2,0.5
-19:24,GCS,6
-19:24,HR,101
-19:24,MAP,86
-19:24,MechVent,1
-19:24,SysABP,108
-19:24,Temp,36.7
-19:24,Urine,55
-19:24,Weight,49.4
-19:46,pH,7.3
-19:46,Lactate,0.8
-19:46,PaCO2,35
-19:46,PaO2,198
-20:24,DiasABP,70
-20:24,FiO2,0.4
-20:24,HR,88
-20:24,MAP,86
-20:24,MechVent,1
-20:24,SysABP,107
-20:24,Urine,60
-20:24,Weight,49.4
-21:24,DiasABP,74
-21:24,FiO2,0.4
-21:24,GCS,6
-21:24,HR,84
-21:24,MAP,90
-21:24,MechVent,1
-21:24,SysABP,111
-21:24,Temp,36.7
-21:24,Urine,45
-21:24,Weight,49.4
-22:24,DiasABP,74
-22:24,HR,80
-22:24,MAP,89
-22:24,MechVent,1
-22:24,SysABP,111
-22:24,Weight,49.4
-22:47,BUN,34
-22:47,Creatinine,2.8
-22:47,Glucose,111
-22:47,HCO3,17
-22:47,HCT,31.1
-22:47,Mg,1.8
-22:47,Platelets,169
-22:47,K,4.4
-22:47,Na,143
-22:47,WBC,6
-23:24,DiasABP,74
-23:24,FiO2,0.4
-23:24,GCS,9
-23:24,HR,79
-23:24,MAP,104
-23:24,MechVent,1
-23:24,SysABP,111
-23:24,Temp,36.7
-23:24,Urine,75
-23:24,Weight,49.4
-23:29,pH,7.29
-23:29,Lactate,1
-23:29,PaCO2,36
-23:29,PaO2,181
-24:24,DiasABP,72
-24:24,FiO2,0.35
-24:24,HR,98
-24:24,MAP,88
-24:24,MechVent,1
-24:24,SysABP,108
-24:24,Urine,40
-24:24,Weight,49.4
-25:24,DiasABP,68
-25:24,FiO2,0.35
-25:24,GCS,9
-25:24,HR,97
-25:24,MAP,83
-25:24,MechVent,1
-25:24,SysABP,103
-25:24,Urine,65
-26:24,DiasABP,68
-26:24,GCS,9
-26:24,HR,95
-26:24,MAP,81
-26:24,SysABP,101
-26:24,Temp,37.1
-26:24,Urine,30
-27:24,DiasABP,71
-27:24,HR,93
-27:24,MAP,84
-27:24,SysABP,104
-27:24,Urine,55
-27:24,Weight,49.4
-28:24,DiasABP,79
-28:24,GCS,11
-28:24,HR,115
-28:24,MAP,95
-28:24,MechVent,1
-28:24,SysABP,115
-28:24,Temp,36
-28:24,Urine,65
-28:24,Weight,49.4
-28:34,FiO2,0.35
-28:34,MechVent,1
-29:24,DiasABP,85
-29:24,HR,119
-29:24,MAP,101
-29:24,SysABP,121
-29:24,Urine,29
-29:24,Weight,49.4
-29:28,pH,7.33
-29:28,PaCO2,30
-29:28,PaO2,152
-30:24,DiasABP,69
-30:24,GCS,15
-30:24,HR,117
-30:24,MAP,84
-30:24,MechVent,1
-30:24,SysABP,102
-30:24,Urine,22
-30:24,Weight,49.4
-30:54,DiasABP,68
-30:54,HR,115
-30:54,MAP,82
-30:54,SysABP,101
-30:54,Weight,49.4
-31:24,DiasABP,64
-31:24,HR,104
-31:24,MAP,79
-31:24,SysABP,98
-31:24,Urine,28
-31:24,Weight,49.4
-32:24,DiasABP,67
-32:24,FiO2,0.35
-32:24,GCS,11
-32:24,HR,112
-32:24,MAP,82
-32:24,MechVent,1
-32:24,SysABP,101
-32:24,Temp,35.9
-32:24,Urine,25
-32:24,Weight,49.4
-33:22,pH,7.32
-33:22,PaCO2,33
-33:22,PaO2,154
-33:24,DiasABP,71
-33:24,HR,117
-33:24,MAP,87
-33:24,MechVent,1
-33:24,SysABP,109
-33:24,Urine,17
-33:24,Weight,49.4
-34:24,DiasABP,70
-34:24,HR,116
-34:24,MAP,85
-34:24,SysABP,104
-34:24,Urine,20
-34:24,Weight,49.4
-35:24,DiasABP,82
-35:24,HR,133
-35:24,MAP,98
-35:24,SysABP,120
-35:24,Urine,24
-35:24,Weight,49.4
-35:39,pH,7.32
-35:39,Lactate,1
-35:39,PaCO2,34
-35:39,PaO2,178
-35:39,SaO2,98
-35:54,DiasABP,83
-35:54,HR,127
-35:54,MAP,99
-35:54,SysABP,122
-35:54,Weight,49.4
-36:24,DiasABP,69
-36:24,FiO2,0.35
-36:24,GCS,10
-36:24,HR,119
-36:24,MAP,84
-36:24,MechVent,1
-36:24,SysABP,104
-36:24,Urine,14
-36:24,Weight,49.4
-36:54,DiasABP,67
-36:54,HR,118
-36:54,MAP,83
-36:54,SysABP,103
-36:54,Weight,49.4
-37:20,BUN,39
-37:20,Creatinine,2.9
-37:20,Glucose,100
-37:20,HCO3,16
-37:20,K,4.4
-37:20,Na,143
-37:24,DiasABP,67
-37:24,HR,116
-37:24,MAP,81
-37:24,SysABP,100
-37:24,Temp,36.2
-37:24,Temp,0
-37:24,Urine,17
-37:24,Weight,49.4
-38:24,DiasABP,67
-38:24,HR,107
-38:24,MAP,81
-38:24,SysABP,100
-38:24,Urine,26
-38:24,Weight,49.4
-39:24,DiasABP,66
-39:24,HR,99
-39:24,MAP,81
-39:24,SysABP,102
-39:24,Urine,28
-39:24,Weight,49.4
-40:24,DiasABP,70
-40:24,FiO2,0.35
-40:24,GCS,10
-40:24,HR,107
-40:24,MAP,85
-40:24,MechVent,1
-40:24,SysABP,106
-40:24,Temp,36.7
-40:24,Urine,34
-40:24,Weight,49.4
-41:24,DiasABP,64
-41:24,HR,95
-41:24,MAP,78
-41:24,SysABP,100
-41:24,Urine,55
-41:24,Weight,49.4
-42:24,DiasABP,80
-42:24,FiO2,0.35
-42:24,HR,100
-42:24,MAP,97
-42:24,MechVent,1
-42:24,SysABP,120
-42:24,Urine,60
-42:24,Weight,49.4
-43:24,DiasABP,80
-43:24,GCS,10
-43:24,HR,102
-43:24,MAP,97
-43:24,SysABP,119
-43:24,Temp,36.7
-43:24,Urine,50
-43:24,Weight,49.4
-44:24,DiasABP,72
-44:24,FiO2,0.35
-44:24,HR,92
-44:24,MAP,89
-44:24,MechVent,1
-44:24,SysABP,110
-44:24,Urine,45
-44:24,Weight,49.4
-45:24,DiasABP,67
-45:24,HR,87
-45:24,MAP,82
-45:24,SysABP,103
-45:24,Weight,49.4
-46:05,BUN,42
-46:05,Creatinine,2.8
-46:05,Glucose,229
-46:05,HCO3,18
-46:05,HCT,26.4
-46:05,Mg,2
-46:05,Platelets,160
-46:05,K,4.6
-46:05,Na,142
-46:05,WBC,4.9
-46:24,DiasABP,67
-46:24,FiO2,0.35
-46:24,GCS,10
-46:24,HR,82
-46:24,MAP,83
-46:24,MechVent,1
-46:24,SysABP,105
-46:24,Temp,36.6
-46:24,Urine,110
-46:24,Weight,49.4
-46:44,pH,7.28
-46:44,Lactate,2
-46:44,PaCO2,39
-46:44,PaO2,170
-46:44,SaO2,98
-47:24,DiasABP,67
-47:24,HR,77
-47:24,MAP,84
-47:24,SysABP,106
-47:24,Urine,65
-47:24,Weight,49.4
diff --git a/data/set-a/132797.txt b/data/set-a/132797.txt
deleted file mode 100644
index 94119540ccc55c8be4a353b653d73f24ddc6b022..0000000000000000000000000000000000000000
--- a/data/set-a/132797.txt
+++ /dev/null
@@ -1,501 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132797
-00:00,Age,88
-00:00,Gender,0
-00:00,Height,152.4
-00:00,ICUType,2
-00:00,Weight,78.8
-00:59,pH,7.28
-00:59,PaCO2,52
-00:59,PaO2,174
-01:30,pH,7.39
-01:30,PaCO2,38
-01:30,PaO2,154
-01:59,Lactate,2.5
-02:07,DiasABP,54
-02:07,FiO2,1
-02:07,HR,89
-02:07,MAP,73
-02:07,MechVent,1
-02:07,SysABP,108
-02:07,Temp,36.2
-02:07,Urine,90
-02:22,DiasABP,60
-02:22,HR,88
-02:22,MAP,83
-02:22,SysABP,126
-02:22,Temp,36.2
-02:30,Lactate,2
-02:37,DiasABP,57
-02:37,HR,86
-02:37,MAP,83
-02:37,SysABP,130
-02:37,Temp,36.2
-02:50,pH,7.39
-02:50,PaCO2,38
-02:50,PaO2,234
-02:52,DiasABP,62
-02:52,HR,86
-02:52,MAP,92
-02:52,SysABP,141
-02:52,Temp,36.2
-03:07,DiasABP,60
-03:07,FiO2,0.5
-03:07,HR,72
-03:07,MAP,97
-03:07,SysABP,157
-03:07,Temp,36.1
-03:07,Urine,220
-03:22,DiasABP,55
-03:22,HR,76
-03:22,MAP,82
-03:22,SysABP,136
-03:22,Temp,36.2
-03:24,BUN,27
-03:24,Creatinine,0.9
-03:24,HCO3,21
-03:24,HCT,32.4
-03:24,Platelets,105
-03:24,WBC,12.5
-03:37,DiasABP,46
-03:37,HR,78
-03:37,MAP,66
-03:37,SysABP,113
-03:37,Temp,36.2
-03:52,DiasABP,52
-03:52,HR,75
-03:52,MAP,76
-03:52,SysABP,129
-03:52,Temp,36
-04:07,DiasABP,54
-04:07,HR,76
-04:07,MAP,77
-04:07,SysABP,129
-04:07,Temp,36.2
-04:07,Urine,140
-04:22,DiasABP,42
-04:22,HR,84
-04:22,MAP,57
-04:22,SysABP,93
-04:22,Temp,36.3
-04:37,DiasABP,38
-04:37,HR,85
-04:37,MAP,51
-04:37,SysABP,86
-04:37,Temp,36.4
-04:52,DiasABP,40
-04:52,HR,74
-04:52,MAP,59
-04:52,SysABP,106
-04:52,Temp,36.1
-05:07,DiasABP,50
-05:07,FiO2,0.5
-05:07,HR,75
-05:07,MAP,86
-05:07,MechVent,1
-05:07,SysABP,144
-05:07,Temp,35.9
-05:07,Urine,110
-05:37,DiasABP,48
-05:37,HR,80
-05:37,MAP,70
-05:37,SysABP,123
-05:37,Temp,36.1
-05:52,DiasABP,34
-05:52,HR,82
-05:52,MAP,45
-05:52,SysABP,78
-05:52,Temp,36.3
-06:07,DiasABP,51
-06:07,HR,78
-06:07,MAP,81
-06:07,SysABP,139
-06:07,Temp,36.2
-06:07,Urine,140
-06:37,DiasABP,48
-06:37,HR,80
-06:37,MAP,72
-06:37,SysABP,126
-06:37,Temp,36.3
-07:07,DiasABP,44
-07:07,HR,81
-07:07,MAP,62
-07:07,SysABP,110
-07:07,Temp,36.2
-07:07,Urine,110
-07:12,pH,7.4
-07:12,PaCO2,36
-07:12,PaO2,134
-07:37,DiasABP,50
-07:37,HR,88
-07:37,MAP,75
-07:37,SysABP,131
-07:37,Temp,36.5
-08:07,DiasABP,50
-08:07,GCS,10
-08:07,HR,97
-08:07,MAP,76
-08:07,SysABP,149
-08:07,Temp,36.5
-08:07,Urine,80
-08:55,HCT,28.4
-09:07,DiasABP,46
-09:07,HR,86
-09:07,MAP,70
-09:07,SysABP,129
-09:07,Temp,36.8
-09:07,Urine,80
-09:17,FiO2,0.5
-09:17,MechVent,1
-10:07,DiasABP,49
-10:07,HR,88
-10:07,MAP,71
-10:07,SysABP,123
-10:07,Temp,36.9
-10:07,Urine,40
-10:22,DiasABP,52
-10:22,HR,85
-10:22,MAP,79
-10:22,SysABP,144
-10:22,Temp,37
-10:37,DiasABP,49
-10:37,HR,83
-10:37,MAP,73
-10:37,SysABP,130
-10:37,Temp,37
-11:07,DiasABP,52
-11:07,HR,90
-11:07,MAP,77
-11:07,SysABP,136
-11:07,Temp,37
-11:07,Urine,45
-12:07,DiasABP,51
-12:07,GCS,7
-12:07,HR,87
-12:07,MAP,76
-12:07,SysABP,139
-12:07,Temp,37.4
-12:07,Urine,80
-13:02,FiO2,0.5
-13:02,MechVent,1
-13:07,DiasABP,37
-13:07,HR,81
-13:07,MAP,50
-13:07,SysABP,95
-13:07,Temp,37.6
-13:07,Urine,60
-14:07,DiasABP,49
-14:07,HR,90
-14:07,MAP,73
-14:07,SysABP,139
-14:07,Temp,37.8
-14:07,Urine,15
-14:35,pH,7.4
-14:35,PaCO2,37
-14:35,PaO2,96
-14:35,SaO2,97
-15:07,DiasABP,39
-15:07,HR,87
-15:07,MAP,63
-15:07,SysABP,123
-15:07,Temp,38
-15:07,Urine,25
-15:11,BUN,23
-15:11,Creatinine,0.9
-15:11,Glucose,66
-15:11,HCO3,23
-15:11,HCT,29
-15:11,Mg,2.8
-15:11,Platelets,111
-15:11,K,4.2
-15:11,Na,138
-15:11,WBC,12.2
-16:07,DiasABP,50
-16:07,FiO2,0.5
-16:07,GCS,7
-16:07,HR,90
-16:07,MAP,79
-16:07,MechVent,1
-16:07,SysABP,150
-16:07,Temp,38
-16:07,Urine,20
-16:07,Weight,87.5
-16:37,DiasABP,55
-16:37,HR,102
-16:37,MAP,84
-16:37,SysABP,153
-16:37,Weight,87.5
-17:03,pH,7.44
-17:03,PaCO2,33
-17:03,PaO2,84
-17:07,DiasABP,42
-17:07,GCS,10
-17:07,HR,97
-17:07,MAP,62
-17:07,SysABP,120
-17:07,Temp,38.5
-17:07,Urine,30
-17:07,Weight,87.5
-18:07,DiasABP,40
-18:07,HR,92
-18:07,MAP,58
-18:07,SysABP,109
-18:07,Temp,38.6
-18:07,Urine,10
-18:07,Weight,87.5
-18:37,DiasABP,40
-18:37,MAP,50
-18:37,SysABP,89
-19:07,DiasABP,48
-19:07,FiO2,1
-19:07,HR,97
-19:07,MAP,75
-19:07,NIDiasABP,37
-19:07,NIMAP,59
-19:07,NISysABP,133
-19:07,SysABP,146
-19:07,Temp,38.6
-19:07,Urine,12
-19:07,Weight,87.5
-20:07,DiasABP,40
-20:07,FiO2,0.6
-20:07,GCS,10
-20:07,HR,94
-20:07,MAP,62
-20:07,SysABP,124
-20:07,Temp,38.4
-20:07,Urine,35
-20:07,Weight,87.5
-20:40,pH,7.42
-20:40,PaCO2,33
-20:40,PaO2,74
-20:40,SaO2,94
-21:07,DiasABP,44
-21:07,FiO2,0.7
-21:07,HR,95
-21:07,MAP,70
-21:07,SysABP,133
-21:07,Temp,38.2
-21:07,Urine,50
-21:07,Weight,87.5
-22:07,DiasABP,42
-22:07,HR,84
-22:07,MAP,66
-22:07,SysABP,119
-22:07,Temp,38.1
-22:07,Urine,160
-22:07,Weight,87.5
-23:07,DiasABP,49
-23:07,HR,89
-23:07,MAP,73
-23:07,SysABP,128
-23:07,Temp,38.2
-23:07,Urine,100
-23:07,Weight,87.5
-24:07,DiasABP,47
-24:07,GCS,12
-24:07,HR,87
-24:07,MAP,73
-24:07,SysABP,130
-24:07,Temp,38.1
-24:07,Urine,100
-24:07,Weight,87.5
-25:07,DiasABP,46
-25:07,HR,86
-25:07,MAP,74
-25:07,SysABP,133
-25:07,Urine,30
-25:07,Weight,87.5
-26:07,DiasABP,46
-26:07,HR,87
-26:07,MAP,73
-26:07,SysABP,131
-26:07,Urine,50
-26:07,Weight,87.5
-27:07,DiasABP,49
-27:07,HR,86
-27:07,MAP,81
-27:07,SysABP,145
-27:07,Urine,60
-27:07,Weight,87.5
-27:37,DiasABP,46
-27:37,SysABP,142
-28:07,DiasABP,38
-28:07,GCS,15
-28:07,HR,86
-28:07,MAP,66
-28:07,SysABP,128
-28:07,Temp,36
-28:07,Urine,60
-28:07,Weight,87.5
-29:07,DiasABP,37
-29:07,HR,85
-29:07,MAP,65
-29:07,SysABP,128
-29:07,Urine,50
-29:07,Weight,87.5
-30:07,DiasABP,38
-30:07,HR,87
-30:07,MAP,69
-30:07,SysABP,136
-30:07,Urine,50
-30:07,Weight,87.5
-30:12,pH,7.45
-30:12,PaCO2,29
-30:12,PaO2,79
-30:12,SaO2,96
-31:07,DiasABP,36
-31:07,HR,81
-31:07,MAP,67
-31:07,SysABP,126
-31:07,Urine,40
-32:07,DiasABP,42
-32:07,GCS,15
-32:07,HR,81
-32:07,MAP,75
-32:07,MechVent,1
-32:07,SysABP,136
-32:07,Temp,37.8
-32:07,Urine,40
-32:07,Weight,87.5
-33:07,DiasABP,38
-33:07,HR,81
-33:07,MAP,67
-33:07,SysABP,124
-33:07,Urine,100
-33:07,Weight,87.5
-34:07,DiasABP,39
-34:07,HR,85
-34:07,MAP,68
-34:07,SysABP,124
-34:07,Urine,140
-34:07,Weight,87.5
-35:06,pH,7.44
-35:06,SaO2,96
-35:07,DiasABP,50
-35:07,HR,84
-35:07,MAP,80
-35:07,SysABP,139
-35:07,Urine,180
-35:07,Weight,87.5
-36:07,DiasABP,51
-36:07,GCS,14
-36:07,HR,88
-36:07,MAP,83
-36:07,SysABP,146
-36:07,Temp,37.7
-36:07,Urine,120
-36:07,Weight,87.5
-37:07,DiasABP,49
-37:07,HR,76
-37:07,MAP,80
-37:07,SysABP,141
-37:07,Urine,120
-37:07,Weight,87.5
-38:07,DiasABP,40
-38:07,HR,78
-38:07,MAP,66
-38:07,SysABP,126
-38:07,Urine,120
-38:07,Weight,87.5
-38:25,pH,7.5
-38:25,PaCO2,29
-38:25,PaO2,58
-38:25,SaO2,92
-38:59,pH,7.46
-38:59,PaCO2,31
-38:59,PaO2,78
-38:59,SaO2,95
-39:07,DiasABP,40
-39:07,FiO2,0.5
-39:07,HR,88
-39:07,MAP,69
-39:07,SysABP,133
-39:07,Temp,38.4
-39:07,Urine,120
-39:07,Weight,87.5
-39:23,BUN,27
-39:23,Creatinine,1.3
-39:23,HCO3,20
-39:23,HCT,27.1
-39:23,Mg,2.2
-39:23,Platelets,116
-39:23,WBC,13.8
-40:07,DiasABP,46
-40:07,GCS,14
-40:07,HR,146
-40:07,MAP,62
-40:07,NIDiasABP,52
-40:07,NIMAP,68
-40:07,NISysABP,128
-40:07,SysABP,100
-40:07,Urine,30
-40:07,Weight,87.5
-41:07,DiasABP,40
-41:07,FiO2,0.4
-41:07,HR,122
-41:07,MAP,58
-41:07,NIDiasABP,53
-41:07,NIMAP,67
-41:07,NISysABP,116
-41:07,SysABP,100
-41:07,Urine,15
-41:07,Weight,87.5
-42:07,DiasABP,45
-42:07,HR,134
-42:07,MAP,64
-42:07,NIDiasABP,50
-42:07,NIMAP,68
-42:07,NISysABP,122
-42:07,SysABP,108
-42:07,Urine,30
-42:07,Weight,87.5
-42:37,DiasABP,43
-42:37,HR,164
-42:37,MAP,63
-42:37,NIDiasABP,42
-42:37,NIMAP,66
-42:37,NISysABP,134
-42:37,SysABP,109
-42:37,Urine,20
-42:37,Weight,87.5
-42:40,pH,7.45
-42:40,PaCO2,33
-42:40,PaO2,81
-42:40,SaO2,95
-43:07,DiasABP,51
-43:07,HR,68
-43:07,MAP,69
-43:07,NIDiasABP,59
-43:07,NIMAP,72
-43:07,NISysABP,119
-43:07,SysABP,110
-43:07,Urine,20
-44:07,DiasABP,48
-44:07,GCS,15
-44:07,HR,72
-44:07,MAP,77
-44:07,NIDiasABP,36
-44:07,NIMAP,55
-44:07,NISysABP,115
-44:07,SysABP,139
-44:07,Temp,37.2
-44:07,Urine,45
-44:07,Weight,87.3
-45:07,HR,61
-45:07,NIDiasABP,61
-45:07,NIMAP,68
-45:07,NISysABP,88
-45:07,Urine,50
-45:07,Weight,87.3
-46:07,HR,67
-46:07,NIDiasABP,35
-46:07,NIMAP,56
-46:07,NISysABP,120
-46:07,Weight,87.3
-47:07,HR,63
-47:07,NIDiasABP,40
-47:07,NIMAP,54
-47:07,NISysABP,102
-47:07,Urine,45
-47:07,Weight,87.3
diff --git a/data/set-a/132798.txt b/data/set-a/132798.txt
deleted file mode 100644
index 4b701e033d3a1a9149afe7634934a5169147efc9..0000000000000000000000000000000000000000
--- a/data/set-a/132798.txt
+++ /dev/null
@@ -1,506 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132798
-00:00,Age,84
-00:00,Gender,0
-00:00,Height,162.6
-00:00,ICUType,2
-00:00,Weight,67.3
-00:34,pH,7.31
-00:34,PaCO2,51
-00:34,PaO2,238
-01:10,pH,7.38
-01:10,PaCO2,41
-01:10,PaO2,199
-01:52,DiasABP,61
-01:52,HR,88
-01:52,MAP,81
-01:52,SysABP,116
-01:52,Urine,120
-01:57,DiasABP,71
-01:57,HR,88
-01:57,MAP,94
-01:57,SysABP,133
-02:02,DiasABP,61
-02:02,HR,88
-02:02,MAP,82
-02:02,SysABP,125
-02:02,Temp,36.7
-02:02,Urine,1045
-02:07,HCT,22
-02:07,Platelets,80
-02:07,WBC,12
-02:12,pH,7.44
-02:12,PaCO2,36
-02:12,PaO2,284
-02:12,SaO2,98
-02:17,DiasABP,67
-02:17,FiO2,1
-02:17,HR,88
-02:17,MAP,86
-02:17,MechVent,1
-02:17,SysABP,118
-02:17,Temp,36.8
-02:17,Urine,400
-02:22,FiO2,0.5
-02:32,DiasABP,61
-02:32,HR,88
-02:32,MAP,78
-02:32,SysABP,106
-02:32,Temp,36.6
-02:32,Urine,260
-02:47,DiasABP,61
-02:47,HR,88
-02:47,MAP,80
-02:47,SysABP,111
-02:47,Temp,36.6
-02:47,Urine,200
-03:02,DiasABP,63
-03:02,HR,88
-03:02,MAP,85
-03:02,SysABP,121
-03:02,Temp,36.9
-03:02,Urine,400
-03:06,BUN,11
-03:06,Creatinine,0.5
-03:06,HCO3,21
-03:06,HCT,36.8
-03:06,Platelets,101
-03:06,WBC,19.8
-03:17,DiasABP,54
-03:17,HR,88
-03:17,MAP,69
-03:17,SysABP,96
-03:17,Temp,36.9
-03:17,Urine,140
-03:32,DiasABP,59
-03:32,HR,88
-03:32,MAP,81
-03:32,SysABP,117
-03:32,Temp,37
-03:32,Urine,380
-03:47,DiasABP,57
-03:47,HR,88
-03:47,MAP,76
-03:47,SysABP,109
-03:47,Temp,37
-03:47,Urine,100
-04:02,DiasABP,64
-04:02,HR,88
-04:02,MAP,87
-04:02,SysABP,126
-04:02,Temp,37
-04:02,Urine,380
-04:17,DiasABP,60
-04:17,HR,88
-04:17,MAP,77
-04:17,SysABP,108
-04:17,Temp,37.2
-04:17,Urine,180
-04:19,pH,7.46
-04:22,DiasABP,57
-04:22,HR,88
-04:22,MAP,72
-04:22,SysABP,99
-04:22,Temp,37
-04:32,DiasABP,69
-04:32,HR,88
-04:32,MAP,92
-04:32,SysABP,129
-04:32,Temp,37.2
-04:32,Urine,260
-04:47,DiasABP,66
-04:47,HR,88
-04:47,MAP,88
-04:47,SysABP,125
-05:04,HCT,31.2
-05:17,DiasABP,61
-05:17,FiO2,0.5
-05:17,HR,88
-05:17,MAP,75
-05:17,MechVent,1
-05:17,SysABP,102
-05:17,Temp,37.7
-05:17,Urine,300
-05:47,Urine,240
-06:17,DiasABP,59
-06:17,HR,88
-06:17,MAP,78
-06:17,SysABP,117
-06:17,Temp,37.5
-06:17,Urine,100
-06:32,DiasABP,55
-06:32,MAP,69
-06:32,SysABP,92
-06:47,DiasABP,48
-06:47,HR,89
-06:47,MAP,59
-06:47,SysABP,78
-06:54,HCT,33.1
-07:17,DiasABP,62
-07:17,HR,88
-07:17,MAP,83
-07:17,SysABP,122
-07:17,Temp,37.1
-07:17,Urine,110
-07:32,GCS,10
-07:57,HCT,26.8
-08:17,DiasABP,64
-08:17,HR,89
-08:17,MAP,87
-08:17,SysABP,134
-08:17,Temp,38
-08:17,Urine,45
-09:17,DiasABP,53
-09:17,FiO2,0.5
-09:17,GCS,11
-09:17,HR,88
-09:17,MAP,70
-09:17,MechVent,1
-09:17,SysABP,106
-09:17,Temp,38.6
-09:17,Urine,36
-09:55,pH,7.41
-09:55,PaCO2,38
-09:55,PaO2,97
-10:17,DiasABP,51
-10:17,HR,88
-10:17,MAP,63
-10:17,SysABP,91
-10:17,Temp,38.7
-10:17,Urine,20
-10:44,HCT,36.5
-10:44,Platelets,101
-10:44,WBC,24
-11:17,DiasABP,57
-11:17,HR,88
-11:17,MAP,73
-11:17,SysABP,109
-11:17,Temp,38.6
-11:17,Urine,10
-12:17,DiasABP,56
-12:17,HR,88
-12:17,MAP,71
-12:17,SysABP,100
-12:17,Temp,38.4
-12:17,Urine,15
-13:09,BUN,12
-13:09,Creatinine,0.8
-13:09,Glucose,112
-13:09,HCO3,23
-13:09,HCT,33.6
-13:09,Mg,1.4
-13:09,Platelets,95
-13:09,K,4.2
-13:09,Na,134
-13:09,WBC,21.5
-13:17,DiasABP,57
-13:17,FiO2,0.4
-13:17,GCS,11
-13:17,HR,88
-13:17,MAP,76
-13:17,MechVent,1
-13:17,SysABP,115
-13:17,Temp,38.1
-13:17,Urine,10
-13:37,pH,7.42
-13:37,PaCO2,34
-13:37,PaO2,115
-13:37,SaO2,97
-13:47,FiO2,0.5
-14:17,DiasABP,59
-14:17,HR,88
-14:17,MAP,74
-14:17,SysABP,102
-14:17,Temp,38.1
-14:17,Urine,10
-15:02,DiasABP,57
-15:02,HR,88
-15:02,MAP,68
-15:02,NIDiasABP,47
-15:02,NIMAP,66.33
-15:02,NISysABP,105
-15:02,SysABP,93
-15:02,Weight,77.3
-15:07,pH,7.39
-15:07,PaCO2,36
-15:07,PaO2,99
-15:17,DiasABP,60
-15:17,HR,88
-15:17,MAP,66
-15:17,NIDiasABP,49
-15:17,NIMAP,67
-15:17,NISysABP,103
-15:17,SysABP,75
-15:17,Urine,110
-15:17,Weight,77.3
-16:17,DiasABP,70
-16:17,FiO2,0.7
-16:17,HR,88
-16:17,MAP,76
-16:17,NIDiasABP,48
-16:17,NIMAP,63
-16:17,NISysABP,93
-16:17,SysABP,87
-16:17,Temp,38
-16:17,Urine,45
-16:17,Weight,77.3
-17:17,DiasABP,48
-17:17,GCS,15
-17:17,HR,88
-17:17,MAP,57
-17:17,MechVent,1
-17:17,NIDiasABP,62
-17:17,NIMAP,77.67
-17:17,NISysABP,109
-17:17,SysABP,66
-17:17,Temp,37.8
-17:17,Urine,45
-17:17,Weight,77.3
-18:17,DiasABP,44
-18:17,HR,90
-18:17,MAP,52
-18:17,NIDiasABP,43
-18:17,NIMAP,57.33
-18:17,NISysABP,86
-18:17,SysABP,60
-18:17,Temp,37.8
-18:17,Urine,10
-18:17,Weight,77.3
-19:17,DiasABP,57
-19:17,HR,90
-19:17,MAP,63
-19:17,NIDiasABP,52
-19:17,NIMAP,66
-19:17,NISysABP,94
-19:17,SysABP,69
-19:17,Temp,37.5
-19:17,Urine,30
-19:17,Weight,77.3
-19:27,pH,7.43
-19:27,PaCO2,36
-19:27,PaO2,94
-19:27,SaO2,97
-20:00,HCT,36
-20:17,DiasABP,77
-20:17,HR,90
-20:17,MAP,80
-20:17,NIDiasABP,60
-20:17,NIMAP,78
-20:17,NISysABP,114
-20:17,SysABP,85
-20:17,Temp,37.6
-20:17,Urine,28
-20:17,Weight,77.3
-21:17,DiasABP,75
-21:17,GCS,15
-21:17,HR,90
-21:17,MAP,78
-21:17,NIDiasABP,58
-21:17,NIMAP,73.67
-21:17,NISysABP,105
-21:17,SysABP,82
-21:17,Temp,37.7
-21:17,Urine,25
-21:17,Weight,77.3
-22:17,DiasABP,63
-22:17,HR,90
-22:17,MAP,66
-22:17,NIDiasABP,56
-22:17,NIMAP,74.67
-22:17,NISysABP,112
-22:17,SysABP,69
-22:17,Temp,37.6
-22:17,Urine,20
-22:17,Weight,77.3
-23:17,DiasABP,67
-23:17,HR,90
-23:17,MAP,69
-23:17,NIDiasABP,56
-23:17,NIMAP,70
-23:17,NISysABP,98
-23:17,SysABP,71
-23:17,Temp,37.6
-23:17,Urine,35
-23:17,Weight,77.3
-24:17,HR,90
-24:17,NIDiasABP,50
-24:17,NIMAP,67
-24:17,NISysABP,101
-24:17,Temp,37.6
-24:17,Urine,15
-24:17,Weight,77.3
-25:17,GCS,15
-25:17,HR,90
-25:17,NIDiasABP,51
-25:17,NIMAP,71.67
-25:17,NISysABP,113
-25:17,Temp,37.4
-25:17,Urine,30
-25:17,Weight,77.3
-26:17,HR,90
-26:17,NIDiasABP,51
-26:17,NIMAP,66.67
-26:17,NISysABP,98
-26:17,Temp,37.3
-26:17,Urine,15
-26:17,Weight,77.3
-27:17,HR,91
-27:17,NIDiasABP,49
-27:17,NIMAP,74.67
-27:17,NISysABP,126
-27:17,Temp,37.4
-27:17,Urine,30
-27:17,Weight,77.3
-28:17,HR,90
-28:17,NIDiasABP,50
-28:17,NIMAP,65.33
-28:17,NISysABP,96
-28:17,Weight,77.3
-29:17,GCS,15
-29:17,HR,90
-29:17,NIDiasABP,55
-29:17,NIMAP,73.33
-29:17,NISysABP,110
-29:17,Weight,77.3
-30:17,HR,91
-30:17,NIDiasABP,47
-30:17,NIMAP,70.67
-30:17,NISysABP,118
-30:17,Temp,37.4
-30:17,Urine,50
-30:17,Weight,77.3
-31:17,HR,90
-31:17,NIDiasABP,39
-31:17,NIMAP,60.67
-31:17,NISysABP,104
-31:17,Urine,22
-31:17,Weight,77.3
-32:17,HR,90
-32:17,NIDiasABP,45
-32:17,NIMAP,70.33
-32:17,NISysABP,121
-32:17,Temp,37.6
-32:17,Urine,15
-32:17,Weight,77.3
-33:17,GCS,15
-33:17,HR,90
-33:17,NIDiasABP,46
-33:17,NIMAP,65.67
-33:17,NISysABP,105
-33:17,Temp,37.5
-33:17,Urine,60
-33:17,Weight,78
-34:17,HR,90
-34:17,NIDiasABP,45
-34:17,NIMAP,65.67
-34:17,NISysABP,107
-34:17,Temp,37.5
-34:17,Urine,30
-34:17,Weight,78
-35:17,HR,90
-35:17,NIDiasABP,45
-35:17,NIMAP,69.33
-35:17,NISysABP,118
-35:17,Temp,37.5
-35:17,Urine,100
-35:17,Weight,78
-36:17,HR,90
-36:17,NIDiasABP,43
-36:17,NIMAP,63.33
-36:17,NISysABP,104
-36:17,Temp,37.5
-36:17,Urine,160
-36:17,Weight,78
-36:59,BUN,20
-36:59,Creatinine,1.1
-36:59,Glucose,154
-36:59,HCO3,24
-36:59,HCT,30.9
-36:59,Mg,1.8
-36:59,Platelets,76
-36:59,K,4.1
-36:59,Na,130
-36:59,WBC,26.4
-37:17,GCS,15
-37:17,HR,90
-37:17,NIDiasABP,52
-37:17,NIMAP,72.33
-37:17,NISysABP,113
-37:17,PaO2,0
-37:17,Temp,37.4
-37:17,Urine,120
-37:17,Weight,78
-38:17,HR,90
-38:17,NIDiasABP,45
-38:17,NIMAP,64.67
-38:17,NISysABP,104
-38:17,Temp,37.4
-38:17,Urine,130
-38:17,Weight,78
-39:17,HR,91
-39:17,NIDiasABP,46
-39:17,NIMAP,65.67
-39:17,NISysABP,105
-39:17,Temp,37.5
-39:17,Urine,10
-39:17,Weight,78
-40:17,HR,90
-40:17,NIDiasABP,58
-40:17,NIMAP,77
-40:17,NISysABP,115
-40:17,Temp,37.5
-40:17,Urine,150
-40:17,Weight,78
-41:17,GCS,15
-41:17,HR,60
-41:17,NIDiasABP,49
-41:17,NIMAP,68
-41:17,NISysABP,106
-41:17,Temp,37.4
-41:17,Urine,50
-41:17,Weight,78
-41:47,HR,84
-41:47,NIDiasABP,39
-41:47,NIMAP,60.67
-41:47,NISysABP,104
-41:47,Weight,78
-42:17,HR,84
-42:17,NIDiasABP,49
-42:17,NIMAP,71.67
-42:17,NISysABP,117
-42:17,Temp,37.5
-42:17,Urine,50
-42:17,Weight,78
-43:17,HR,78
-43:17,NIDiasABP,49
-43:17,NIMAP,66.33
-43:17,NISysABP,101
-43:17,Temp,37.5
-43:17,Urine,60
-43:17,Weight,78
-44:17,HR,81
-44:17,NIDiasABP,59
-44:17,NIMAP,79.33
-44:17,NISysABP,120
-44:17,Urine,30
-44:17,Weight,78
-45:17,GCS,15
-45:17,HR,83
-45:17,NIDiasABP,46
-45:17,NIMAP,72.67
-45:17,NISysABP,126
-45:17,Urine,35
-45:17,Urine,0
-45:17,Weight,78
-46:17,HR,81
-46:17,NIDiasABP,43
-46:17,NIMAP,69.67
-46:17,NISysABP,123
-46:17,Urine,30
-46:17,Weight,78
-47:17,HR,80
-47:17,NIDiasABP,42
-47:17,NIMAP,65.67
-47:17,NISysABP,113
-47:17,Urine,30
-47:17,Weight,78
diff --git a/data/set-a/132799.txt b/data/set-a/132799.txt
deleted file mode 100644
index 565ee3d88a2a83a9c83509d88f73bd5cbb3f25f3..0000000000000000000000000000000000000000
--- a/data/set-a/132799.txt
+++ /dev/null
@@ -1,410 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132799
-00:00,Age,52
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,1
-00:00,Weight,107
-00:14,FiO2,0.3
-00:14,HR,91
-00:14,MechVent,1
-00:14,NIDiasABP,65
-00:14,NIMAP,80.33
-00:14,NISysABP,111
-00:14,Temp,37.8
-00:14,Weight,107
-00:44,HR,93
-00:44,NIDiasABP,69
-00:44,NIMAP,83.33
-00:44,NISysABP,112
-00:44,Weight,107
-01:29,pH,7.37
-01:29,PaCO2,31
-01:29,PaO2,87
-01:44,HR,91
-01:44,NIDiasABP,65
-01:44,NIMAP,81.67
-01:44,NISysABP,115
-01:44,Urine,100
-01:44,Weight,107
-02:44,GCS,11
-02:44,HR,99
-02:44,NIDiasABP,70
-02:44,NIMAP,84.33
-02:44,NISysABP,113
-02:44,Temp,38
-02:44,Urine,100
-02:44,Weight,107
-03:12,Albumin,3
-03:12,ALP,103
-03:12,ALT,54
-03:12,AST,74
-03:12,Bilirubin,3.2
-03:12,BUN,56
-03:12,Creatinine,1.1
-03:12,Glucose,152
-03:12,HCO3,20
-03:12,HCT,44.3
-03:12,Mg,2.9
-03:12,Platelets,332
-03:12,K,4
-03:12,Na,146
-03:12,WBC,14.2
-03:44,HR,103
-03:44,NIDiasABP,65
-03:44,NIMAP,80.33
-03:44,NISysABP,111
-03:44,Weight,107
-04:44,HR,100
-04:44,NIDiasABP,62
-04:44,NIMAP,79.67
-04:44,NISysABP,115
-04:44,Urine,150
-04:44,Weight,107
-05:44,FiO2,0.3
-05:44,HR,97
-05:44,MechVent,1
-05:44,NIDiasABP,66
-05:44,NIMAP,79
-05:44,NISysABP,105
-05:44,Weight,107
-06:44,GCS,11
-06:44,HR,100
-06:44,NIDiasABP,62
-06:44,NIMAP,74
-06:44,NISysABP,98
-06:44,Temp,37.6
-06:44,Weight,107
-07:44,HR,105
-07:44,NIDiasABP,63
-07:44,NIMAP,77.67
-07:44,NISysABP,107
-07:44,Temp,39.1
-07:44,Urine,100
-07:44,Weight,107
-08:15,BUN,57
-08:15,Creatinine,1.3
-08:15,Glucose,103
-08:15,HCO3,18
-08:15,HCT,43.4
-08:15,Mg,3
-08:15,Platelets,383
-08:15,K,4.2
-08:15,Na,145
-08:15,WBC,14.9
-08:44,HR,104
-08:44,NIDiasABP,61
-08:44,NIMAP,74.33
-08:44,NISysABP,101
-08:44,Urine,60
-08:44,Weight,107
-09:44,FiO2,0.3
-09:44,MechVent,1
-10:44,GCS,8
-10:44,HR,102
-10:44,NIDiasABP,51
-10:44,NIMAP,71
-10:44,NISysABP,111
-10:44,Temp,39.2
-10:44,Urine,100
-10:44,Weight,107.4
-11:44,HR,104
-11:44,NIDiasABP,58
-11:44,NIMAP,72
-11:44,NISysABP,100
-11:44,Weight,107.4
-12:44,HR,103
-12:44,NIDiasABP,65
-12:44,NIMAP,81.67
-12:44,NISysABP,115
-12:44,Urine,75
-12:44,Weight,107.4
-13:59,HR,98
-13:59,NIDiasABP,59
-13:59,NIMAP,75.67
-13:59,NISysABP,109
-13:59,Weight,107.4
-14:44,FiO2,0.3
-14:44,GCS,8
-14:44,HR,96
-14:44,MechVent,1
-14:44,NIDiasABP,70
-14:44,NIMAP,83.67
-14:44,NISysABP,111
-14:44,Temp,39.2
-14:44,Urine,125
-14:44,Weight,107.4
-16:03,pH,7.26
-16:03,Lactate,3.3
-16:03,PaCO2,41
-16:03,PaO2,329
-16:03,SaO2,98
-17:00,pH,7.3
-17:00,Lactate,3.6
-17:00,PaCO2,42
-17:00,PaO2,219
-17:00,SaO2,98
-17:44,FiO2,0.4
-17:44,HR,98
-17:44,MechVent,1
-17:44,NIDiasABP,62
-17:44,NIMAP,75
-17:44,NISysABP,101
-17:44,Weight,107.4
-18:44,DiasABP,61
-18:44,GCS,7
-18:44,HR,93
-18:44,MAP,70
-18:44,SysABP,96
-18:44,Temp,39.2
-18:44,Urine,150
-18:44,Weight,107.4
-19:14,DiasABP,55
-19:14,HR,96
-19:14,MAP,59
-19:14,SysABP,88
-19:14,Weight,107.4
-19:44,DiasABP,54
-19:44,HR,95
-19:44,MAP,253
-19:44,SysABP,97
-19:44,Weight,107.4
-19:54,pH,7.34
-19:54,PaCO2,29
-19:54,PaO2,102
-20:14,DiasABP,55
-20:14,HR,94
-20:14,MAP,67
-20:14,SysABP,103
-20:14,Weight,107.4
-20:44,DiasABP,61
-20:44,HR,94
-20:44,MAP,74
-20:44,SysABP,112
-20:44,Weight,107.4
-21:44,DiasABP,62
-21:44,HR,86
-21:44,MAP,77
-21:44,SysABP,111
-21:44,Urine,175
-21:44,Weight,107.4
-22:29,BUN,60
-22:29,Creatinine,1.5
-22:29,Glucose,121
-22:29,HCO3,19
-22:29,HCT,41.1
-22:29,Mg,2.9
-22:29,Platelets,358
-22:29,K,3.8
-22:29,Na,148
-22:29,WBC,17.1
-22:44,DiasABP,62
-22:44,GCS,7
-22:44,HR,83
-22:44,MAP,77
-22:44,SysABP,110
-22:44,Temp,38.6
-22:44,Weight,107.4
-23:34,FiO2,0.4
-23:34,MechVent,1
-23:44,DiasABP,67
-23:44,HR,79
-23:44,MAP,81
-23:44,SysABP,109
-23:44,Temp,37.9
-23:44,Urine,125
-23:44,Weight,107.4
-24:44,DiasABP,66
-24:44,HR,73
-24:44,MAP,82
-24:44,SysABP,118
-24:44,Weight,107.4
-25:44,DiasABP,65
-25:44,HR,75
-25:44,SysABP,115
-25:44,Urine,200
-25:44,Weight,107.4
-26:44,DiasABP,56
-26:44,FiO2,0.4
-26:44,GCS,7
-26:44,HR,75
-26:44,MechVent,1
-26:44,SysABP,116
-26:44,Temp,38.2
-26:44,Weight,107.4
-27:44,DiasABP,76
-27:44,HR,73
-27:44,MAP,90
-27:44,SysABP,108
-27:44,Urine,200
-27:44,Weight,107.4
-28:44,DiasABP,71
-28:44,HR,78
-28:44,MAP,88
-28:44,SysABP,127
-28:44,Weight,107.4
-29:44,DiasABP,70
-29:44,HR,77
-29:44,MAP,84
-29:44,SysABP,120
-29:44,Urine,200
-29:44,Weight,107.4
-30:44,DiasABP,70
-30:44,GCS,7
-30:44,HR,79
-30:44,MAP,85
-30:44,SysABP,127
-30:44,Temp,38.6
-30:44,Weight,107.4
-31:08,pH,7.35
-31:08,Lactate,3.4
-31:08,PaCO2,34
-31:08,PaO2,103
-31:31,ALP,96
-31:31,ALT,61
-31:31,AST,91
-31:31,Bilirubin,3.1
-31:31,BUN,57
-31:31,Creatinine,1.3
-31:31,Glucose,152
-31:31,HCO3,18
-31:31,HCT,39.9
-31:31,Mg,2.8
-31:31,Platelets,368
-31:31,K,3.8
-31:31,Na,143
-31:31,WBC,15.4
-31:44,DiasABP,67
-31:44,FiO2,0.4
-31:44,HR,94
-31:44,MAP,85
-31:44,MechVent,1
-31:44,SysABP,125
-31:44,Temp,39.3
-31:44,Urine,300
-31:44,Weight,107.4
-32:44,DiasABP,97
-32:44,HR,97
-32:44,MAP,99
-32:44,SysABP,100
-32:44,Temp,38.5
-32:44,Weight,107.4
-33:44,DiasABP,76
-33:44,HR,101
-33:44,MAP,90
-33:44,SysABP,125
-33:44,Weight,107.4
-34:44,DiasABP,73
-34:44,FiO2,0.4
-34:44,GCS,6
-34:44,HR,96
-34:44,MAP,90
-34:44,MechVent,1
-34:44,SysABP,133
-34:44,Temp,39
-34:44,Urine,175
-34:44,Weight,107.4
-35:44,DiasABP,68
-35:44,HR,101
-35:44,MAP,81
-35:44,MechVent,1
-35:44,SysABP,116
-35:44,Urine,120
-35:44,Weight,107.4
-36:44,DiasABP,58
-36:44,HR,101
-36:44,MAP,72
-36:44,MechVent,1
-36:44,SysABP,110
-36:44,Urine,80
-36:44,Weight,107.4
-37:44,DiasABP,59
-37:44,FiO2,0.4
-37:44,HR,96
-37:44,MAP,72
-37:44,MechVent,1
-37:44,SysABP,107
-37:44,Temp,39
-37:44,Urine,80
-37:44,Weight,107.4
-38:44,DiasABP,61
-38:44,GCS,6
-38:44,HR,101
-38:44,MAP,72
-38:44,SysABP,98
-38:44,Temp,39.1
-38:44,Urine,130
-38:44,Weight,107.4
-39:44,DiasABP,62
-39:44,HR,100
-39:44,MAP,75
-39:44,SysABP,106
-39:44,Weight,107.4
-40:44,DiasABP,59
-40:44,HR,99
-40:44,MAP,76
-40:44,SysABP,119
-40:44,Temp,39
-40:44,Urine,200
-40:44,Weight,107.4
-41:14,Albumin,3.1
-41:44,DiasABP,53
-41:44,HR,96
-41:44,MAP,67
-41:44,SysABP,104
-41:44,Urine,80
-41:44,Weight,107.4
-42:44,DiasABP,53
-42:44,FiO2,0.4
-42:44,GCS,6
-42:44,HR,92
-42:44,MAP,70
-42:44,MechVent,1
-42:44,SysABP,115
-42:44,Temp,38.6
-42:44,Urine,50
-42:44,Weight,107.4
-43:38,pH,7.34
-43:38,Lactate,3.1
-43:38,PaCO2,34
-43:38,PaO2,98
-43:44,DiasABP,57
-43:44,HR,95
-43:44,MAP,66
-43:44,SysABP,87
-43:44,Weight,107.4
-44:34,BUN,53
-44:34,Creatinine,1.4
-44:34,Glucose,168
-44:34,HCO3,19
-44:34,Mg,2.8
-44:34,K,3.6
-44:34,Na,145
-44:44,DiasABP,65
-44:44,HR,106
-44:44,MAP,81
-44:44,SysABP,122
-44:44,Urine,100
-44:44,Weight,107.4
-45:44,DiasABP,62
-45:44,HR,97
-45:44,MAP,76
-45:44,SysABP,112
-45:44,Weight,107.4
-46:44,DiasABP,67
-46:44,FiO2,0.4
-46:44,GCS,11
-46:44,HR,106
-46:44,MAP,80
-46:44,MechVent,1
-46:44,SysABP,118
-46:44,Temp,39.3
-46:44,Urine,195
-46:44,Weight,107.4
-47:44,DiasABP,50
-47:44,HR,99
-47:44,MAP,62
-47:44,SysABP,95
-47:44,Temp,39.3
-47:44,Urine,80
-47:44,Weight,107.4
diff --git a/data/set-a/132801.txt b/data/set-a/132801.txt
deleted file mode 100644
index 79c995f126310c1277d37924aceb1fcae7629bab..0000000000000000000000000000000000000000
--- a/data/set-a/132801.txt
+++ /dev/null
@@ -1,455 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132801
-00:00,Age,83
-00:00,Gender,0
-00:00,Height,157.5
-00:00,ICUType,4
-00:00,Weight,48.6
-00:01,GCS,15
-00:01,HR,90
-00:01,Temp,36.4
-00:16,HR,89
-00:16,NIDiasABP,43
-00:16,NIMAP,62.67
-00:16,NISysABP,102
-00:39,ALP,38
-00:39,ALT,10
-00:39,AST,19
-00:39,Bilirubin,0.4
-00:39,BUN,93
-00:39,Creatinine,3.5
-00:39,Glucose,116
-00:39,HCO3,21
-00:39,HCT,30.6
-00:39,Mg,2
-00:39,Platelets,189
-00:39,K,4.8
-00:39,Na,139
-00:39,WBC,9.6
-01:01,pH,7.3
-01:01,Lactate,2.9
-01:01,PaCO2,45
-01:01,PaO2,57
-01:16,DiasABP,42
-01:16,HR,90
-01:16,MAP,60
-01:16,NIDiasABP,40
-01:16,NIMAP,59
-01:16,NISysABP,97
-01:16,SysABP,104
-01:46,DiasABP,38
-01:46,HR,91
-01:46,MAP,58
-01:46,SysABP,100
-02:01,DiasABP,36
-02:01,HR,88
-02:01,MAP,53
-02:01,SysABP,94
-02:07,pH,7.29
-02:07,PaCO2,46
-02:07,PaO2,122
-03:38,pH,7.34
-03:38,Lactate,2.1
-03:38,PaCO2,40
-03:38,PaO2,214
-04:51,pH,7.29
-04:51,Lactate,1.5
-04:51,PaCO2,40
-04:51,PaO2,163
-06:35,FiO2,1
-06:35,MechVent,1
-06:46,DiasABP,71
-06:46,FiO2,0.5
-06:46,HR,73
-06:46,MAP,106
-06:46,SysABP,153
-06:46,Temp,35.2
-07:16,pH,7.42
-07:16,BUN,83
-07:16,Creatinine,2.9
-07:16,DiasABP,65
-07:16,Glucose,131
-07:16,HCO3,18
-07:16,HCT,33.2
-07:16,HR,75
-07:16,Lactate,2.3
-07:16,Mg,1.6
-07:16,MAP,93
-07:16,Platelets,121
-07:16,K,4.9
-07:16,PaCO2,26
-07:16,PaO2,189
-07:16,Na,139
-07:16,SysABP,143
-07:16,Urine,245
-07:16,Urine,80
-07:16,WBC,6.7
-07:26,FiO2,0.4
-08:16,DiasABP,61
-08:16,HR,74
-08:16,MAP,88
-08:16,SysABP,134
-08:16,Temp,36.4
-08:16,Urine,65
-08:46,MechVent,1
-09:15,pH,7.37
-09:15,PaCO2,31
-09:15,PaO2,137
-09:16,DiasABP,46
-09:16,HR,77
-09:16,MAP,64
-09:16,SysABP,98
-09:16,Temp,37.4
-09:16,Urine,25
-10:16,DiasABP,40
-10:16,HR,82
-10:16,MAP,58
-10:16,SysABP,92
-10:16,Temp,37.2
-10:16,Urine,35
-11:16,DiasABP,54
-11:16,GCS,10
-11:16,HR,91
-11:16,MAP,78
-11:16,SysABP,124
-11:16,Urine,60
-11:32,FiO2,0.4
-11:32,MechVent,1
-12:15,pH,7.27
-12:15,Lactate,1.4
-12:15,PaCO2,35
-12:15,PaO2,130
-12:16,DiasABP,57
-12:16,HR,94
-12:16,MAP,79
-12:16,SysABP,129
-12:16,Temp,37.1
-12:16,Urine,45
-12:22,Albumin,2.5
-12:22,ALP,34
-12:22,ALT,12
-12:22,AST,28
-12:22,Bilirubin,0.7
-12:22,BUN,75
-12:22,Creatinine,2.6
-12:22,Glucose,109
-12:22,HCO3,17
-12:22,HCT,32
-12:22,Mg,2.5
-12:22,Platelets,132
-12:22,K,4.3
-12:22,Na,143
-12:22,WBC,5.5
-12:26,MechVent,1
-13:16,DiasABP,72
-13:16,HR,99
-13:16,MAP,99
-13:16,SysABP,139
-13:16,Urine,120
-13:47,pH,7.43
-13:47,PaCO2,32
-13:47,PaO2,105
-14:16,DiasABP,40
-14:16,HR,83
-14:16,MAP,54
-14:16,SysABP,77
-14:16,Temp,37
-14:16,Urine,160
-14:50,FiO2,0.4
-14:50,MechVent,1
-15:16,DiasABP,67
-15:16,GCS,10
-15:16,HR,83
-15:16,MAP,95
-15:16,SysABP,132
-16:16,DiasABP,57
-16:16,HR,84
-16:16,MAP,79
-16:16,SysABP,114
-16:16,Urine,280
-17:16,DiasABP,55
-17:16,HR,85
-17:16,MAP,76
-17:16,SysABP,110
-17:16,Urine,120
-19:16,DiasABP,56
-19:16,FiO2,0.4
-19:16,HR,86
-19:16,MAP,80
-19:16,MechVent,1
-19:16,SysABP,117
-19:46,DiasABP,55
-19:46,HR,84
-19:46,MAP,80
-19:46,SysABP,119
-20:16,DiasABP,57
-20:16,GCS,10
-20:16,HR,84
-20:16,MAP,82
-20:16,SysABP,119
-20:16,Temp,37.4
-20:16,Urine,220
-21:16,BUN,65
-21:16,Creatinine,2.5
-21:16,DiasABP,58
-21:16,Glucose,108
-21:16,HCO3,19
-21:16,HCT,31.9
-21:16,HR,85
-21:16,MAP,84
-21:16,K,4.1
-21:16,Na,145
-21:16,SysABP,123
-21:16,Urine,150
-21:27,pH,7.49
-21:27,Lactate,2
-21:27,PaCO2,26
-21:27,PaO2,141
-22:16,DiasABP,55
-22:16,HR,87
-22:16,MAP,78
-22:16,SysABP,114
-22:16,Urine,150
-23:16,DiasABP,53
-23:16,GCS,10
-23:16,HR,88
-23:16,MAP,75
-23:16,SysABP,112
-23:16,Urine,80
-23:38,FiO2,0.4
-23:38,MechVent,1
-23:46,DiasABP,47
-23:46,HR,82
-23:46,MAP,63
-23:46,SysABP,93
-24:16,DiasABP,51
-24:16,HR,81
-24:16,MAP,69
-24:16,SysABP,101
-24:16,Urine,80
-24:21,DiasABP,46
-24:21,HR,82
-24:21,MAP,62
-24:21,SysABP,91
-24:31,DiasABP,53
-24:31,HR,81
-24:31,MAP,73
-24:31,SysABP,108
-24:36,DiasABP,61
-24:36,HR,81
-24:36,MAP,87
-24:36,SysABP,125
-25:16,DiasABP,57
-25:16,HCT,30.2
-25:16,HR,78
-25:16,MAP,78
-25:16,SysABP,112
-25:16,Temp,37.6
-25:16,Urine,110
-25:31,pH,7.47
-25:31,Lactate,1.9
-25:31,PaCO2,27
-25:31,PaO2,141
-26:16,DiasABP,51
-26:16,GCS,10
-26:16,HR,81
-26:16,MAP,69
-26:16,SysABP,102
-27:16,DiasABP,53
-27:16,HR,79
-27:16,MAP,72
-27:16,SysABP,106
-27:16,Urine,140
-27:46,DiasABP,68
-27:46,HR,84
-27:46,MAP,97
-27:46,SysABP,138
-27:46,Temp,37.6
-27:50,FiO2,0.4
-27:50,MechVent,1
-28:01,DiasABP,68
-28:01,HR,87
-28:01,MAP,99
-28:01,SysABP,145
-28:11,DiasABP,67
-28:11,HR,87
-28:11,MAP,96
-28:11,SysABP,142
-28:11,Temp,38
-28:16,DiasABP,64
-28:16,HR,84
-28:16,MAP,92
-28:16,SysABP,138
-28:16,Urine,120
-29:16,DiasABP,65
-29:16,GCS,10
-29:16,HR,87
-29:16,MAP,71
-29:16,SysABP,76
-29:16,Urine,110
-29:46,Albumin,2.3
-29:46,ALP,43
-29:46,ALT,10
-29:46,AST,28
-29:46,Bilirubin,1
-29:46,BUN,58
-29:46,Creatinine,2.5
-29:46,Glucose,112
-29:46,HCO3,19
-29:46,HCT,32.9
-29:46,Mg,2
-29:46,Platelets,124
-29:46,K,4
-29:46,Na,145
-29:46,WBC,10.1
-30:15,pH,7.43
-30:15,Lactate,1.6
-30:15,PaCO2,27
-30:15,PaO2,112
-30:16,DiasABP,57
-30:16,HR,86
-30:16,MAP,77
-30:16,SysABP,114
-30:16,Temp,37.6
-30:16,Urine,50
-31:16,DiasABP,57
-31:16,GCS,10
-31:16,HR,88
-31:16,MAP,76
-31:16,SysABP,117
-31:16,Urine,70
-31:20,FiO2,0.4
-31:20,MechVent,1
-32:16,DiasABP,53
-32:16,HR,83
-32:16,MAP,71
-32:16,SysABP,109
-32:16,Urine,60
-33:16,DiasABP,64
-33:16,HR,80
-33:16,MAP,91
-33:16,SysABP,139
-33:16,Urine,100
-34:16,DiasABP,61
-34:16,HR,86
-34:16,MAP,86
-34:16,SysABP,138
-34:16,Temp,37.4
-34:16,Urine,120
-35:09,pH,7.4
-35:09,PaCO2,31
-35:09,PaO2,153
-35:12,FiO2,0.4
-35:12,MechVent,1
-35:16,DiasABP,58
-35:16,GCS,10
-35:16,HR,82
-35:16,MAP,84
-35:16,SysABP,132
-35:16,Urine,100
-36:16,DiasABP,49
-36:16,HR,82
-36:16,MAP,69
-36:16,SysABP,116
-36:16,Urine,80
-37:16,DiasABP,53
-37:16,HR,78
-37:16,MAP,77
-37:16,SysABP,125
-37:16,Urine,50
-38:16,Albumin,2.2
-38:16,ALP,42
-38:16,ALT,9
-38:16,AST,27
-38:16,Bilirubin,0.6
-38:16,BUN,63
-38:16,Creatinine,2.5
-38:16,DiasABP,58
-38:16,Glucose,147
-38:16,HCO3,20
-38:16,HCT,33
-38:16,HR,84
-38:16,Mg,2.1
-38:16,MAP,87
-38:16,Platelets,125
-38:16,K,4.1
-38:16,Na,144
-38:16,SysABP,142
-38:16,Temp,37
-38:16,Urine,110
-38:16,WBC,9.4
-38:33,pH,7.4
-38:33,Lactate,1.7
-38:33,PaCO2,28
-38:33,PaO2,160
-39:04,FiO2,0.4
-39:04,MechVent,1
-39:16,DiasABP,56
-39:16,GCS,10
-39:16,HR,80
-39:16,MAP,81
-39:16,SysABP,131
-39:16,Urine,70
-40:16,DiasABP,68
-40:16,HR,76
-40:16,MAP,64
-40:16,SysABP,112
-40:16,Urine,80
-41:16,DiasABP,73
-41:16,HR,86
-41:16,MAP,110
-41:16,NIDiasABP,66
-41:16,NIMAP,95.33
-41:16,NISysABP,154
-41:16,SysABP,156
-41:16,Temp,37
-41:16,Urine,60
-42:16,DiasABP,64
-42:16,HR,79
-42:16,MAP,94
-42:16,NIDiasABP,58
-42:16,NIMAP,85.33
-42:16,NISysABP,140
-42:16,SysABP,140
-42:16,Urine,160
-43:16,DiasABP,63
-43:16,HR,80
-43:16,MAP,93
-43:16,NIDiasABP,62
-43:16,NIMAP,88
-43:16,NISysABP,140
-43:16,SysABP,139
-43:31,FiO2,0.4
-43:31,MechVent,1
-44:16,DiasABP,74
-44:16,GCS,10
-44:16,MAP,104
-44:16,MechVent,1
-44:16,NIDiasABP,79
-44:16,NIMAP,97.67
-44:16,NISysABP,135
-44:16,SysABP,153
-44:16,Urine,150
-45:46,DiasABP,58
-45:46,HR,79
-45:46,MAP,82
-45:46,SysABP,124
-46:16,DiasABP,68
-46:16,SysABP,140
-46:16,Urine,150
-47:16,DiasABP,84
-47:16,FiO2,0.4
-47:16,GCS,11
-47:16,HR,79
-47:16,MAP,116
-47:16,MechVent,1
-47:16,NIDiasABP,85
-47:16,NIMAP,104.3
-47:16,NISysABP,143
-47:16,SysABP,157
-47:16,Temp,37.2
-47:16,Urine,180
-47:31,DiasABP,89
-47:31,HR,121
-47:31,MAP,114
-47:31,SysABP,158
diff --git a/data/set-a/132805.txt b/data/set-a/132805.txt
deleted file mode 100644
index a5e6608768282b6dcb57cc25c5c6f7de5b4a9bd2..0000000000000000000000000000000000000000
--- a/data/set-a/132805.txt
+++ /dev/null
@@ -1,399 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132805
-00:00,Age,36
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,57
-01:54,FiO2,1
-01:54,HR,88
-01:54,MechVent,1
-01:54,NIDiasABP,71
-01:54,NIMAP,85
-01:54,NISysABP,130
-01:54,Urine,50
-01:59,HR,100
-01:59,NIDiasABP,74
-01:59,NIMAP,87
-01:59,NISysABP,133
-01:59,Temp,35.9
-01:59,Weight,57
-02:09,HR,103
-02:09,NIDiasABP,94
-02:09,NIMAP,107
-02:09,NISysABP,147
-03:09,FiO2,0.7
-03:09,GCS,11
-03:09,HR,84
-03:09,MechVent,1
-03:09,NIDiasABP,83
-03:09,NIMAP,96
-03:09,NISysABP,142
-03:09,Urine,250
-03:09,Weight,57
-04:09,HR,86
-04:09,MechVent,1
-04:09,NIDiasABP,74
-04:09,NIMAP,89
-04:09,NISysABP,141
-04:09,Urine,200
-04:09,Weight,57
-05:09,FiO2,0.5
-05:09,GCS,11
-05:09,HR,84
-05:09,NIDiasABP,77
-05:09,NIMAP,88
-05:09,NISysABP,129
-05:09,Temp,37.1
-05:09,Urine,180
-05:09,Weight,57
-06:09,HR,86
-06:09,NIDiasABP,78
-06:09,NIMAP,90
-06:09,NISysABP,128
-06:09,Urine,100
-06:09,Weight,57
-07:09,GCS,9
-07:09,HR,92
-07:09,NIDiasABP,78
-07:09,NIMAP,88
-07:09,NISysABP,123
-07:09,Urine,70
-07:09,Weight,57
-08:09,FiO2,0.5
-08:09,MechVent,1
-08:09,NIDiasABP,71
-08:09,NIMAP,84
-08:09,NISysABP,120
-08:09,Urine,140
-09:09,GCS,10
-09:09,HR,71
-09:09,NIDiasABP,69
-09:09,NIMAP,80
-09:09,NISysABP,115
-09:09,Urine,150
-09:09,Weight,57
-10:09,HR,78
-10:09,NIDiasABP,75
-10:09,NIMAP,86
-10:09,NISysABP,133
-10:09,Urine,120
-10:09,Weight,57
-10:29,BUN,5
-10:29,Creatinine,0.7
-10:29,Glucose,110
-10:29,HCO3,23
-10:29,HCT,23.5
-10:29,Mg,1.5
-10:29,Platelets,210
-10:29,K,4.1
-10:29,Na,135
-10:29,WBC,14.3
-10:35,pH,7.42
-10:35,PaCO2,40
-10:35,PaO2,196
-11:09,FiO2,0.4
-11:09,GCS,10
-11:09,HR,100
-11:09,MechVent,1
-11:09,NIDiasABP,85
-11:09,NIMAP,99
-11:09,NISysABP,139
-11:09,Temp,37.7
-11:09,Urine,100
-11:09,Weight,57
-12:09,HR,87
-12:09,NIDiasABP,81
-12:09,NIMAP,95
-12:09,NISysABP,147
-12:09,Urine,90
-12:09,Urine,0
-12:09,Weight,57
-13:09,GCS,10
-13:09,HR,85
-13:09,NIDiasABP,75
-13:09,NIMAP,89
-13:09,NISysABP,134
-13:09,Urine,80
-13:09,Weight,57
-14:09,HR,89
-14:09,NIDiasABP,71
-14:09,NIMAP,87
-14:09,NISysABP,136
-14:09,Urine,110
-14:09,Weight,57
-15:09,FiO2,0.4
-15:09,GCS,10
-15:09,HR,96
-15:09,MechVent,1
-15:09,NIDiasABP,80
-15:09,NIMAP,91
-15:09,NISysABP,132
-15:09,Temp,37.8
-15:09,Urine,45
-15:09,Weight,57
-15:19,FiO2,0.4
-15:19,MechVent,1
-16:09,GCS,8
-16:09,HR,94
-16:09,NIDiasABP,77
-16:09,NIMAP,90
-16:09,NISysABP,140
-16:09,Urine,50
-16:09,Weight,57
-17:09,GCS,8
-17:09,HR,104
-17:09,NIDiasABP,76
-17:09,NIMAP,90
-17:09,NISysABP,139
-17:09,Urine,90
-17:09,Weight,57
-17:34,FiO2,0.4
-17:34,MechVent,1
-18:09,HR,94
-18:09,NIDiasABP,76
-18:09,NIMAP,90
-18:09,NISysABP,137
-18:09,Urine,100
-18:09,Weight,57
-19:09,FiO2,0.4
-19:09,GCS,10
-19:09,HR,91
-19:09,MechVent,1
-19:09,NIDiasABP,73
-19:09,NIMAP,86
-19:09,NISysABP,136
-19:09,Temp,38.2
-19:09,Urine,180
-19:09,Weight,57
-19:39,NIDiasABP,73
-19:39,NISysABP,133
-20:09,HR,99
-20:09,NIDiasABP,67
-20:09,NIMAP,80
-20:09,NISysABP,132
-20:09,Urine,45
-20:09,Weight,57
-21:09,GCS,8
-21:09,HR,99
-21:09,NIDiasABP,70
-21:09,NIMAP,84
-21:09,NISysABP,134
-21:09,Temp,37.9
-21:09,Urine,35
-21:09,Weight,57
-22:09,HR,102
-22:09,NIDiasABP,76
-22:09,NIMAP,87
-22:09,NISysABP,129
-22:09,Urine,215
-22:09,Weight,57
-23:09,FiO2,0.4
-23:09,GCS,10
-23:09,HR,98
-23:09,MechVent,1
-23:09,NIDiasABP,76
-23:09,NIMAP,87
-23:09,NISysABP,129
-23:09,Temp,37.8
-23:09,Weight,57
-23:39,NIDiasABP,74
-23:39,NISysABP,129
-24:09,HR,89
-24:09,NIDiasABP,74
-24:09,NIMAP,86
-24:09,NISysABP,129
-24:09,Urine,245
-24:09,Weight,57
-24:24,NIDiasABP,74
-24:24,NISysABP,125
-25:09,GCS,10
-25:09,HR,94
-25:09,NIDiasABP,61
-25:09,NIMAP,76
-25:09,NISysABP,121
-25:09,Urine,265
-25:09,Weight,57
-26:09,HR,102
-26:09,NIDiasABP,61
-26:09,NIMAP,76
-26:09,NISysABP,121
-26:09,Urine,145
-26:09,Weight,57
-27:09,GCS,10
-27:09,HR,100
-27:09,NIDiasABP,66
-27:09,NIMAP,79
-27:09,NISysABP,125
-27:09,Temp,37.8
-27:09,Urine,110
-27:09,Weight,57
-28:09,FiO2,0.4
-28:09,HR,107
-28:09,MechVent,1
-28:09,NIDiasABP,64
-28:09,NIMAP,78
-28:09,NISysABP,125
-28:09,Urine,170
-28:09,Weight,57
-29:09,GCS,10
-29:09,HR,98
-29:09,NIDiasABP,58
-29:09,NIMAP,74
-29:09,NISysABP,125
-29:09,Urine,160
-29:09,Weight,57
-30:09,HR,111
-30:09,NIDiasABP,60
-30:09,NIMAP,74
-30:09,NISysABP,123
-30:09,Temp,38.1
-30:09,Urine,100
-30:09,Weight,57
-31:09,GCS,11
-31:09,HR,103
-31:09,NIDiasABP,58
-31:09,NIMAP,73
-31:09,NISysABP,122
-31:09,Temp,38.1
-31:09,Urine,80
-31:09,Weight,57
-32:09,FiO2,0.4
-32:09,HR,101
-32:09,MechVent,1
-32:09,NIDiasABP,63
-32:09,NIMAP,76
-32:09,NISysABP,123
-32:09,Urine,100
-32:09,Weight,57
-32:54,HR,116
-32:54,NIDiasABP,61
-32:54,NIMAP,76
-32:54,NISysABP,125
-32:54,Weight,57
-33:09,GCS,11
-33:09,HR,112
-33:09,NIDiasABP,61
-33:09,NIMAP,76
-33:09,NISysABP,125
-33:09,Urine,60
-33:09,Weight,57
-33:12,BUN,7
-33:12,Creatinine,0.7
-33:12,Glucose,139
-33:12,HCO3,26
-33:12,HCT,19.8
-33:12,Mg,2
-33:12,Platelets,197
-33:12,K,3.7
-33:12,Na,139
-33:12,WBC,13.7
-34:09,HR,111
-34:09,NIDiasABP,55
-34:09,NIMAP,70
-34:09,NISysABP,121
-34:09,Urine,40
-34:09,Weight,57
-34:35,HCT,20
-34:59,FiO2,0.4
-34:59,MechVent,1
-35:09,GCS,11
-35:09,HR,110
-35:09,NIDiasABP,59
-35:09,NIMAP,73
-35:09,NISysABP,121
-35:09,Temp,37.9
-35:09,Urine,60
-35:09,Weight,57
-36:09,HR,103
-36:09,NIDiasABP,56
-36:09,NIMAP,72
-36:09,NISysABP,124
-36:09,Urine,45
-36:09,Weight,57
-37:09,HR,106
-37:09,NIDiasABP,59
-37:09,NIMAP,74
-37:09,NISysABP,118
-37:09,Urine,30
-37:09,Weight,57
-38:09,HR,109
-38:09,NIDiasABP,60
-38:09,NIMAP,73
-38:09,NISysABP,112
-38:09,Weight,57
-39:09,FiO2,0.4
-39:09,GCS,10
-39:09,HR,98
-39:09,MechVent,1
-39:09,NIDiasABP,69
-39:09,NIMAP,81
-39:09,NISysABP,127
-39:09,Temp,38.2
-39:09,Urine,260
-39:09,Weight,57
-40:09,HR,102
-40:09,NIDiasABP,67
-40:09,NIMAP,83
-40:09,NISysABP,135
-40:09,Urine,90
-40:09,Weight,57
-41:09,GCS,10
-41:09,HR,103
-41:09,NIDiasABP,72
-41:09,NIMAP,86
-41:09,NISysABP,127
-41:09,Temp,37.9
-41:09,Urine,200
-41:09,Weight,57
-41:39,NIDiasABP,69
-41:39,NISysABP,131
-41:50,HCT,26.1
-42:09,HR,96
-42:09,NIDiasABP,65
-42:09,NIMAP,78
-42:09,NISysABP,116
-42:09,Urine,100
-42:09,Weight,57
-42:54,HR,96
-42:54,NIDiasABP,67
-42:54,NIMAP,79
-42:54,NISysABP,127
-42:54,Weight,57
-43:09,FiO2,0.4
-43:09,GCS,10
-43:09,HR,93
-43:09,MechVent,1
-43:09,NIDiasABP,67
-43:09,NIMAP,79
-43:09,NISysABP,127
-43:09,Temp,38
-43:09,Urine,80
-43:09,Weight,57
-44:09,HR,102
-44:09,NIDiasABP,64
-44:09,NIMAP,77
-44:09,NISysABP,122
-44:09,Urine,40
-44:09,Weight,57
-45:09,GCS,10
-45:09,HR,100
-45:09,NIDiasABP,59
-45:09,NIMAP,72
-45:09,NISysABP,120
-45:09,Urine,180
-45:09,Weight,57
-46:09,HR,98
-46:09,NIDiasABP,59
-46:09,NIMAP,72
-46:09,NISysABP,114
-46:09,Urine,80
-46:09,Weight,57
-47:09,GCS,10
-47:09,HR,97
-47:09,NIDiasABP,52
-47:09,NIMAP,68
-47:09,NISysABP,118
-47:09,Temp,37.9
-47:09,Urine,160
-47:09,Weight,57
diff --git a/data/set-a/132806.txt b/data/set-a/132806.txt
deleted file mode 100644
index 53dbce2440e94851fbb9cbc01c4d68fe013c063a..0000000000000000000000000000000000000000
--- a/data/set-a/132806.txt
+++ /dev/null
@@ -1,433 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132806
-00:00,Age,62
-00:00,Gender,1
-00:00,Height,185.4
-00:00,ICUType,3
-00:00,Weight,119.9
-01:12,BUN,31
-01:12,Creatinine,0.9
-01:12,Glucose,173
-01:12,HCO3,23
-01:12,HCT,25.4
-01:12,Platelets,172
-01:12,K,6.5
-01:12,Na,136
-01:12,WBC,9.8
-01:42,HR,95
-01:42,NIDiasABP,71
-01:42,NIMAP,85
-01:42,NISysABP,113
-01:57,FiO2,0.5
-01:57,HR,94
-01:57,MechVent,1
-01:57,NIDiasABP,62
-01:57,NIMAP,78.33
-01:57,NISysABP,111
-01:57,Temp,36.1
-01:57,Urine,300
-02:12,HR,93
-02:12,NIDiasABP,67
-02:12,NIMAP,86
-02:12,NISysABP,124
-02:12,Weight,119.9
-02:22,pH,7.22
-02:22,PaCO2,53
-02:22,PaO2,433
-02:22,SaO2,99
-02:27,HR,92
-02:27,NIDiasABP,84
-02:27,NIMAP,94.67
-02:27,NISysABP,116
-02:27,Weight,119.9
-02:42,HR,92
-02:42,NIDiasABP,83
-02:42,NIMAP,95
-02:42,NISysABP,119
-02:42,Weight,119.9
-02:57,HR,94
-02:57,NIDiasABP,76
-02:57,NIMAP,84
-02:57,NISysABP,100
-02:57,Urine,80
-02:57,Weight,119.9
-03:12,HR,92
-03:12,NIDiasABP,81
-03:12,NIMAP,88.67
-03:12,NISysABP,104
-03:12,Weight,119.9
-03:22,Lactate,1.1
-03:42,HR,93
-03:42,NIDiasABP,82
-03:42,NIMAP,89.67
-03:42,NISysABP,105
-03:42,Weight,119.9
-03:57,HR,93
-03:57,NIDiasABP,84
-03:57,NIMAP,89.33
-03:57,NISysABP,100
-03:57,Weight,119.9
-04:29,Albumin,2.7
-04:29,ALP,46
-04:29,ALT,10
-04:29,AST,16
-04:29,Bilirubin,0.7
-04:29,BUN,27
-04:29,Creatinine,0.8
-04:29,Glucose,147
-04:29,HCO3,20
-04:29,HCT,30.7
-04:29,Mg,1.7
-04:29,Platelets,146
-04:29,K,6.8
-04:29,Na,137
-04:29,TroponinT,0.11
-04:29,WBC,10.6
-04:57,HR,101
-04:57,NIDiasABP,90
-04:57,NIMAP,95.67
-04:57,NISysABP,107
-04:57,Urine,120
-04:57,Weight,119.9
-05:05,pH,7.25
-05:05,PaCO2,50
-05:05,PaO2,43
-05:57,FiO2,0.5
-05:57,HR,93
-05:57,MechVent,1
-05:57,NIDiasABP,80
-05:57,NIMAP,88.67
-05:57,NISysABP,106
-05:57,Urine,45
-05:57,Weight,119.9
-06:05,Lactate,1.6
-06:57,GCS,8
-06:57,HR,101
-06:57,NIDiasABP,73
-06:57,NIMAP,81.67
-06:57,NISysABP,99
-06:57,Temp,37.6
-06:57,Urine,35
-06:57,Weight,119.9
-07:57,HR,100
-07:57,NIDiasABP,88
-07:57,NIMAP,96.33
-07:57,NISysABP,113
-07:57,Urine,45
-07:57,Weight,119.9
-08:57,HR,99
-08:57,NIDiasABP,87
-08:57,NIMAP,97.67
-08:57,NISysABP,119
-08:57,Urine,100
-08:57,Weight,119.9
-09:57,HR,100
-09:57,NIDiasABP,82
-09:57,NIMAP,93.33
-09:57,NISysABP,116
-09:57,Urine,100
-09:57,Weight,119.9
-10:04,BUN,27
-10:04,Creatinine,1
-10:04,Glucose,137
-10:04,HCO3,20
-10:04,HCT,28.8
-10:04,K,4.8
-10:04,Na,139
-10:04,TroponinT,0.07
-10:42,HR,115
-10:42,NIDiasABP,82
-10:42,NIMAP,93.67
-10:42,NISysABP,117
-10:42,Weight,119.9
-10:57,GCS,8
-10:57,HR,117
-10:57,NIDiasABP,86
-10:57,NIMAP,96.67
-10:57,NISysABP,118
-10:57,Temp,37.6
-10:57,Urine,60
-10:57,Weight,119.9
-11:57,FiO2,0.5
-11:57,HR,113
-11:57,MechVent,1
-11:57,NIDiasABP,84
-11:57,NIMAP,94.33
-11:57,NISysABP,115
-11:57,Temp,37.5
-11:57,Weight,119.9
-12:27,GCS,10
-12:27,HR,114
-12:27,NIDiasABP,71
-12:27,NIMAP,88.33
-12:27,NISysABP,123
-12:27,Temp,37.2
-12:27,Urine,150
-12:27,Weight,119.9
-12:57,HR,112
-12:57,NIDiasABP,31
-12:57,NIMAP,66
-12:57,NISysABP,136
-12:57,Urine,152
-12:57,Weight,119.9
-13:57,HR,112
-13:57,NIDiasABP,70
-13:57,NIMAP,84.67
-13:57,NISysABP,114
-13:57,Urine,300
-13:57,Weight,119.9
-14:57,GCS,10
-14:57,HR,113
-14:57,NIDiasABP,78
-14:57,NIMAP,90
-14:57,NISysABP,114
-14:57,Temp,37.1
-14:57,Urine,160
-14:57,Weight,119.9
-15:57,FiO2,0.5
-15:57,HR,115
-15:57,MechVent,1
-15:57,NIDiasABP,74
-15:57,NIMAP,88.67
-15:57,NISysABP,118
-15:57,Weight,119.9
-16:55,HCT,30.4
-16:55,Platelets,128
-16:57,HR,114
-16:57,NIDiasABP,70
-16:57,NIMAP,84.33
-16:57,NISysABP,113
-16:57,Urine,180
-16:57,Weight,119.9
-17:57,HR,118
-17:57,NIDiasABP,75
-17:57,NIMAP,88.33
-17:57,NISysABP,115
-17:57,Urine,200
-17:57,Weight,122.6
-18:57,GCS,10
-18:57,HR,109
-18:57,NIDiasABP,55
-18:57,NIMAP,72
-18:57,NISysABP,106
-18:57,Temp,37.1
-18:57,Urine,180
-18:57,Weight,122.6
-19:57,FiO2,0.5
-19:57,HR,111
-19:57,MechVent,1
-19:57,NIDiasABP,70
-19:57,NIMAP,83
-19:57,NISysABP,109
-19:57,Urine,180
-19:57,Weight,122.6
-20:19,BUN,22
-20:19,Creatinine,0.8
-20:19,Glucose,138
-20:19,HCO3,21
-20:19,HCT,29.3
-20:19,Mg,1.7
-20:19,Platelets,121
-20:19,K,4
-20:19,Na,137
-20:19,TroponinT,0.01
-20:19,WBC,8.7
-20:57,HR,114
-20:57,NIDiasABP,63
-20:57,NIMAP,76.67
-20:57,NISysABP,104
-20:57,Urine,200
-20:57,Weight,122.6
-21:57,HR,104
-21:57,NIDiasABP,58
-21:57,NIMAP,73.67
-21:57,NISysABP,105
-21:57,Urine,100
-21:57,Weight,122.6
-22:57,FiO2,0.5
-22:57,GCS,10
-22:57,HR,101
-22:57,MechVent,1
-22:57,NIDiasABP,62
-22:57,NIMAP,74.33
-22:57,NISysABP,99
-22:57,Temp,36.9
-22:57,Urine,180
-22:57,Weight,122.6
-23:57,DiasABP,58
-23:57,HR,109
-23:57,NIDiasABP,62
-23:57,NIMAP,76
-23:57,NISysABP,104
-23:57,SysABP,107
-23:57,Urine,130
-23:57,Weight,122.6
-24:08,pH,7.36
-24:08,PaCO2,40
-24:08,PaO2,188
-24:27,HR,107
-24:27,NIDiasABP,62
-24:27,NIMAP,77.67
-24:27,NISysABP,109
-24:27,Weight,122.6
-25:08,Lactate,0.6
-26:11,pH,7.38
-26:11,PaCO2,36
-26:11,PaO2,102
-26:57,Urine,1700
-27:11,Lactate,0.9
-28:17,FiO2,0.5
-28:17,MechVent,1
-28:27,DiasABP,79
-28:27,HR,86
-28:27,SysABP,143
-28:27,Weight,122.6
-28:57,DiasABP,85
-28:57,GCS,10
-28:57,HR,101
-28:57,SysABP,157
-28:57,Temp,36.2
-28:57,Urine,360
-28:57,Weight,122.6
-29:57,DiasABP,66
-29:57,HR,108
-29:57,SysABP,108
-29:57,Urine,300
-29:57,Weight,122.6
-30:17,Platelets,137
-30:57,DiasABP,85
-30:57,FiO2,0.5
-30:57,GCS,11
-30:57,HR,113
-30:57,MechVent,1
-30:57,SysABP,147
-30:57,Temp,38.2
-30:57,Urine,130
-30:57,Weight,122.6
-31:35,MechVent,1
-31:57,DiasABP,83
-31:57,HR,105
-31:57,SysABP,141
-31:57,Urine,50
-31:57,Weight,122.6
-32:17,FiO2,0.5
-32:57,DiasABP,81
-32:57,HR,102
-32:57,SysABP,155
-32:57,Urine,50
-32:57,Weight,122.6
-33:57,DiasABP,74
-33:57,HR,103
-33:57,SysABP,149
-33:57,Weight,122.6
-34:52,pH,7.39
-34:52,PaCO2,39
-34:52,PaO2,88
-34:57,DiasABP,67
-34:57,GCS,15
-34:57,HR,100
-34:57,NIDiasABP,71
-34:57,NIMAP,87.67
-34:57,NISysABP,121
-34:57,SysABP,144
-34:57,Temp,38.1
-34:57,Urine,150
-34:57,Weight,122.6
-35:29,HCT,25.7
-35:29,Platelets,119
-35:29,WBC,7.7
-35:52,Lactate,0.9
-35:57,DiasABP,69
-35:57,HR,108
-35:57,SysABP,139
-35:57,Temp,37.9
-35:57,Urine,180
-35:57,Weight,122.6
-36:12,DiasABP,68
-36:12,HR,106
-36:12,SysABP,140
-36:12,Temp,37.8
-36:12,Weight,122.6
-36:57,DiasABP,70
-36:57,HR,110
-36:57,MechVent,1
-36:57,SysABP,141
-36:57,Temp,37.9
-36:57,Urine,240
-36:57,Weight,122.6
-37:57,DiasABP,74
-37:57,HR,105
-37:57,SysABP,141
-37:57,Temp,37.8
-37:57,Urine,220
-37:57,Weight,122.6
-38:57,DiasABP,69
-38:57,GCS,15
-38:57,HR,101
-38:57,SysABP,133
-38:57,Temp,37.4
-38:57,Urine,180
-38:57,Weight,122.6
-39:57,DiasABP,68
-39:57,HR,98
-39:57,SysABP,132
-39:57,Temp,37.2
-39:57,Urine,120
-39:57,Weight,122.6
-40:08,HCT,25.2
-40:08,Platelets,121
-40:08,WBC,8
-40:57,DiasABP,73
-40:57,HR,97
-40:57,SysABP,146
-40:57,Temp,37.2
-40:57,Urine,150
-40:57,Weight,122.6
-41:57,DiasABP,71
-41:57,HR,97
-41:57,SysABP,132
-41:57,Urine,200
-41:57,Weight,122.6
-42:57,DiasABP,69
-42:57,GCS,15
-42:57,HR,95
-42:57,SysABP,147
-42:57,Temp,37.3
-42:57,Urine,150
-42:57,Weight,122.6
-43:57,DiasABP,86
-43:57,HR,104
-43:57,SysABP,157
-43:57,Urine,160
-43:57,Weight,122.6
-44:57,DiasABP,75
-44:57,HR,101
-44:57,SysABP,147
-44:57,Urine,450
-44:57,Weight,122.6
-45:00,BUN,19
-45:00,Creatinine,0.7
-45:00,Glucose,111
-45:00,HCO3,24
-45:00,HCT,28
-45:00,Mg,1.7
-45:00,Platelets,120
-45:00,K,3.5
-45:00,Na,140
-45:00,WBC,7.3
-45:57,DiasABP,78
-45:57,HR,101
-45:57,SysABP,157
-45:57,Weight,122.6
-46:57,DiasABP,72
-46:57,GCS,15
-46:57,HR,98
-46:57,SysABP,137
-46:57,Temp,37.4
-46:57,Urine,400
-46:57,Weight,122.6
-47:57,DiasABP,74
-47:57,HR,102
-47:57,SysABP,147
-47:57,Urine,300
-47:57,Weight,122.6
diff --git a/data/set-a/132810.txt b/data/set-a/132810.txt
deleted file mode 100644
index 70ddb844e9cabf82fbcbed05db3885a816b26ae1..0000000000000000000000000000000000000000
--- a/data/set-a/132810.txt
+++ /dev/null
@@ -1,572 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132810
-00:00,Age,88
-00:00,Gender,1
-00:00,Height,162.6
-00:00,ICUType,2
-00:00,Weight,50.7
-01:13,pH,7.33
-01:13,PaCO2,40
-01:13,PaO2,450
-01:42,Platelets,57
-01:49,DiasABP,48
-01:49,HR,92
-01:49,MAP,70
-01:49,SysABP,121
-01:49,Temp,35.1
-02:04,DiasABP,49
-02:04,FiO2,1
-02:04,GCS,3
-02:04,HR,82
-02:04,MAP,73
-02:04,MechVent,1
-02:04,SysABP,125
-02:04,Temp,35
-02:04,Urine,1200
-02:04,Urine,400
-02:04,Weight,50.7
-02:19,DiasABP,43
-02:19,HR,79
-02:19,MAP,64
-02:19,SysABP,116
-02:19,Temp,35.1
-02:19,Weight,50.7
-02:32,pH,7.5
-02:32,PaCO2,29
-02:32,PaO2,393
-02:32,SaO2,98
-02:34,DiasABP,49
-02:34,HR,75
-02:34,MAP,72
-02:34,SysABP,122
-02:34,Temp,35.2
-02:34,Weight,50.7
-02:49,DiasABP,52
-02:49,FiO2,0.6
-02:49,HR,80
-02:49,MAP,79
-02:49,MechVent,1
-02:49,SysABP,132
-02:49,Temp,35.5
-02:49,Weight,50.7
-03:04,DiasABP,45
-03:04,HR,80
-03:04,MAP,66
-03:04,SysABP,118
-03:04,Temp,35.8
-03:04,Urine,275
-03:04,Weight,50.7
-03:15,BUN,16
-03:15,Creatinine,0.7
-03:15,HCO3,20
-03:15,HCT,23.9
-03:15,Mg,2.4
-03:15,Platelets,104
-03:15,Na,141
-03:19,DiasABP,49
-03:19,HR,83
-03:19,MAP,73
-03:19,SysABP,130
-03:19,Temp,36
-03:19,Weight,50.7
-03:34,DiasABP,44
-03:34,HR,81
-03:34,MAP,63
-03:34,SysABP,103
-03:34,Temp,36.2
-03:34,Weight,50.7
-03:49,DiasABP,66
-03:49,HR,89
-03:49,MAP,102
-03:49,SysABP,172
-03:49,Temp,36.4
-03:49,Weight,50.7
-03:55,pH,7.42
-03:55,PaCO2,36
-03:55,PaO2,277
-03:55,SaO2,98
-04:04,DiasABP,57
-04:04,HR,92
-04:04,MAP,82
-04:04,SysABP,133
-04:04,Temp,36.5
-04:04,Urine,440
-04:04,Urine,0
-04:04,Weight,50.7
-04:19,DiasABP,47
-04:19,FiO2,0.4
-04:19,HR,89
-04:19,MAP,67
-04:19,SysABP,113
-04:19,Temp,36.5
-04:19,Weight,50.7
-04:34,DiasABP,53
-04:34,HR,83
-04:34,MAP,78
-04:34,SysABP,126
-04:34,Temp,36.5
-04:34,Weight,50.7
-04:49,DiasABP,49
-04:49,HR,88
-04:49,MAP,68
-04:49,SysABP,109
-04:49,Temp,36.5
-04:49,Weight,50.7
-05:04,DiasABP,50
-05:04,FiO2,0.4
-05:04,GCS,8
-05:04,HR,87
-05:04,MAP,69
-05:04,MechVent,1
-05:04,SysABP,107
-05:04,Temp,36.6
-05:04,Urine,120
-05:04,Weight,50.7
-05:19,DiasABP,52
-05:19,HR,87
-05:19,MAP,75
-05:19,SysABP,120
-05:19,Temp,36.8
-05:19,Weight,50.7
-05:34,DiasABP,49
-05:34,HR,87
-05:34,MAP,65
-05:34,SysABP,96
-05:34,Temp,37
-05:34,Weight,50.7
-06:04,DiasABP,51
-06:04,HR,95
-06:04,MAP,71
-06:04,SysABP,116
-06:04,Temp,37.5
-06:04,Urine,200
-06:04,Weight,50.7
-06:19,DiasABP,79
-06:19,HR,117
-06:19,MAP,107
-06:19,SysABP,161
-06:19,Temp,37.5
-06:19,Weight,50.7
-06:34,DiasABP,58
-06:34,HR,106
-06:34,MAP,77
-06:34,SysABP,116
-06:34,Temp,37.8
-06:34,Weight,50.7
-06:49,DiasABP,63
-06:49,HR,101
-06:49,MAP,82
-06:49,SysABP,121
-06:49,Temp,37.8
-06:49,Weight,50.7
-07:04,DiasABP,56
-07:04,HR,91
-07:04,MAP,74
-07:04,SysABP,113
-07:04,Temp,37.8
-07:04,Urine,100
-07:04,Weight,50.7
-07:23,HCT,33.3
-07:23,Mg,2
-07:23,Platelets,161
-07:34,DiasABP,57
-07:34,HR,97
-07:34,MAP,77
-07:34,SysABP,121
-07:34,Temp,37.8
-07:34,Weight,50.7
-08:01,pH,7.37
-08:01,PaCO2,42
-08:01,PaO2,116
-08:01,SaO2,97
-08:04,DiasABP,61
-08:04,HR,98
-08:04,MAP,80
-08:04,SysABP,122
-08:04,Temp,38
-08:04,Urine,60
-08:04,Weight,50.7
-08:39,FiO2,0.4
-08:39,MechVent,1
-09:04,DiasABP,48
-09:04,GCS,10
-09:04,HR,93
-09:04,MAP,67
-09:04,SysABP,105
-09:04,Temp,37.9
-09:04,Urine,100
-09:04,Weight,50.7
-10:04,DiasABP,50
-10:04,HR,91
-10:04,MAP,70
-10:04,SysABP,108
-10:04,Temp,38
-10:04,Urine,70
-10:04,Weight,50.7
-11:04,DiasABP,50
-11:04,HR,99
-11:04,MAP,70
-11:04,SysABP,106
-11:04,Temp,38.1
-11:04,Urine,45
-11:04,Weight,50.7
-11:27,pH,7.37
-11:27,PaCO2,38
-11:27,PaO2,153
-12:04,DiasABP,46
-12:04,HR,99
-12:04,MAP,63
-12:04,SysABP,95
-12:04,Temp,38
-12:04,Urine,40
-12:04,Weight,50.7
-12:08,HCT,31.2
-13:04,DiasABP,44
-13:04,GCS,10
-13:04,HR,98
-13:04,MAP,60
-13:04,SysABP,86
-13:04,Temp,37.9
-13:04,Urine,50
-13:04,Weight,50.7
-13:14,FiO2,0.4
-13:14,MechVent,1
-14:04,DiasABP,54
-14:04,HR,84
-14:04,MAP,74
-14:04,SysABP,112
-14:04,Temp,37.9
-14:04,Urine,20
-14:04,Weight,50.7
-15:04,DiasABP,52
-15:04,HR,80
-15:04,MAP,71
-15:04,SysABP,109
-15:04,Temp,37.9
-15:04,Urine,32
-15:04,Weight,50.7
-16:04,DiasABP,51
-16:04,HR,82
-16:04,MAP,72
-16:04,SysABP,111
-16:04,Temp,37.9
-16:04,Urine,35
-16:04,Weight,50.7
-16:51,pH,7.39
-16:51,PaCO2,42
-16:51,PaO2,179
-17:04,DiasABP,53
-17:04,GCS,11
-17:04,HR,93
-17:04,MAP,77
-17:04,SysABP,118
-17:04,Temp,38
-17:04,Urine,35
-17:04,Weight,50.7
-17:25,BUN,20
-17:25,Creatinine,1.1
-17:25,Glucose,69
-17:25,HCO3,22
-17:25,HCT,31.6
-17:25,Platelets,202
-17:25,K,4.7
-17:25,Na,134
-17:25,WBC,11.8
-17:49,FiO2,0.4
-17:49,MechVent,1
-18:04,DiasABP,56
-18:04,HR,96
-18:04,MAP,79
-18:04,SysABP,120
-18:04,Temp,37.9
-18:04,Weight,50.7
-19:04,DiasABP,53
-19:04,HR,86
-19:04,MAP,76
-19:04,SysABP,116
-19:04,Temp,37.7
-19:04,Urine,60
-20:04,Urine,50
-20:34,DiasABP,52
-20:34,HR,88
-20:34,MAP,74
-20:34,SysABP,114
-20:34,Temp,37.7
-20:34,Weight,56.4
-21:04,DiasABP,56
-21:04,FiO2,1
-21:04,GCS,14
-21:04,HR,91
-21:04,MAP,81
-21:04,SysABP,123
-21:04,Temp,37.7
-21:04,Urine,50
-21:04,Weight,56.4
-21:09,DiasABP,65
-21:09,HR,90
-21:09,MAP,96
-21:09,SysABP,147
-21:09,Temp,37.8
-21:09,Weight,56.4
-21:19,DiasABP,61
-21:19,HR,83
-21:19,MAP,89
-21:19,SysABP,137
-21:19,Temp,37.7
-21:19,Weight,56.4
-21:34,DiasABP,62
-21:34,HR,83
-21:34,MAP,90
-21:34,SysABP,137
-21:34,Temp,37.7
-21:34,Weight,56.4
-21:39,DiasABP,65
-21:39,HR,83
-21:39,MAP,94
-21:39,SysABP,144
-21:39,Temp,37.7
-21:39,Weight,56.4
-22:04,DiasABP,58
-22:04,HR,86
-22:04,MAP,83
-22:04,MechVent,1
-22:04,SysABP,127
-22:04,Temp,37.7
-22:04,Urine,60
-22:04,Weight,56.4
-22:34,pH,7.38
-22:34,FiO2,0.4
-22:34,PaCO2,38
-22:34,PaO2,252
-23:04,DiasABP,57
-23:04,HR,92
-23:04,MAP,75
-23:04,SysABP,114
-23:04,Temp,37.8
-23:04,Urine,40
-23:04,Weight,56.4
-23:34,Urine,370
-24:04,DiasABP,53
-24:04,HR,88
-24:04,MAP,72
-24:04,SysABP,114
-24:04,Urine,350
-24:04,Weight,56.4
-25:04,DiasABP,51
-25:04,GCS,15
-25:04,HR,91
-25:04,MAP,74
-25:04,SysABP,124
-25:04,Temp,35.9
-25:04,Urine,360
-25:04,Weight,56.4
-26:04,DiasABP,40
-26:04,HR,85
-26:04,MAP,60
-26:04,SysABP,104
-26:04,Urine,150
-26:04,Weight,56.4
-27:04,DiasABP,42
-27:04,HR,84
-27:04,MAP,63
-27:04,SysABP,108
-27:04,Urine,180
-27:04,Weight,56.4
-28:04,DiasABP,59
-28:04,HR,80
-28:04,MAP,82
-28:04,SysABP,130
-28:04,Urine,150
-28:04,Weight,56.4
-28:34,DiasABP,57
-28:34,SysABP,126
-29:04,DiasABP,51
-29:04,GCS,15
-29:04,HR,79
-29:04,MAP,71
-29:04,SysABP,112
-29:04,Temp,37.8
-29:04,Urine,80
-29:04,Weight,56.4
-29:14,pH,7.41
-29:14,PaCO2,36
-29:14,PaO2,163
-30:04,DiasABP,58
-30:04,HR,80
-30:04,MAP,79
-30:04,SysABP,118
-30:04,Urine,50
-30:04,Weight,56.4
-30:16,HCT,30.8
-31:04,DiasABP,51
-31:04,HR,81
-31:04,MAP,69
-31:04,SysABP,102
-31:04,Urine,60
-31:04,Weight,56.4
-32:04,DiasABP,50
-32:04,HR,85
-32:04,MAP,71
-32:04,SysABP,112
-32:04,Urine,35
-32:04,Weight,56.4
-32:29,DiasABP,59
-32:29,HR,119
-32:29,MAP,77
-32:29,SysABP,116
-32:29,Weight,56.4
-32:34,DiasABP,55
-32:34,HR,102
-32:34,MAP,71
-32:34,SysABP,102
-32:34,Weight,56.4
-32:39,DiasABP,50
-32:39,HR,100
-32:39,MAP,64
-32:39,SysABP,94
-32:39,Weight,56.4
-32:49,DiasABP,52
-32:49,HR,98
-32:49,MAP,67
-32:49,SysABP,96
-32:49,Weight,56.4
-33:04,DiasABP,53
-33:04,GCS,15
-33:04,HR,94
-33:04,MAP,69
-33:04,SysABP,98
-33:04,Urine,43
-33:04,Weight,56.4
-34:04,DiasABP,55
-34:04,HR,94
-34:04,MAP,71
-34:04,SysABP,104
-34:04,Urine,45
-34:04,Weight,56.4
-35:04,DiasABP,51
-35:04,HR,84
-35:04,MAP,71
-35:04,SysABP,107
-35:04,Urine,45
-35:04,Weight,56.4
-36:04,DiasABP,48
-36:04,HR,89
-36:04,MAP,67
-36:04,SysABP,100
-36:04,Temp,35.7
-36:04,Urine,400
-36:04,Weight,56.4
-37:04,DiasABP,50
-37:04,HR,82
-37:04,MAP,64
-37:04,SysABP,93
-37:04,Urine,300
-37:04,Weight,56.4
-38:04,DiasABP,48
-38:04,HR,79
-38:04,MAP,60
-38:04,NIDiasABP,52
-38:04,NIMAP,66
-38:04,NISysABP,94
-38:04,SysABP,85
-38:04,Urine,100
-38:04,Weight,56.4
-39:04,DiasABP,44
-39:04,HR,75
-39:04,MAP,56
-39:04,NIDiasABP,48
-39:04,NIMAP,61.33
-39:04,NISysABP,88
-39:04,SysABP,77
-39:04,Urine,50
-39:04,Weight,56.4
-40:04,DiasABP,51
-40:04,HR,83
-40:04,MAP,66
-40:04,NIDiasABP,54
-40:04,NIMAP,70.67
-40:04,NISysABP,104
-40:04,SysABP,98
-40:04,Urine,30
-40:04,Weight,56.4
-41:04,DiasABP,51
-41:04,HR,80
-41:04,MAP,67
-41:04,NIDiasABP,57
-41:04,NIMAP,71
-41:04,NISysABP,99
-41:04,SysABP,93
-41:04,Urine,30
-41:04,Weight,56.4
-41:59,HR,60
-41:59,Weight,56.4
-42:04,DiasABP,41
-42:04,HR,60
-42:04,MAP,55
-42:04,NIDiasABP,47
-42:04,NIMAP,61.33
-42:04,NISysABP,90
-42:04,SysABP,81
-42:04,Temp,36.3
-42:04,Urine,20
-42:04,Weight,56.4
-42:09,BUN,23
-42:09,Creatinine,1.1
-42:09,Glucose,106
-42:09,HCO3,24
-42:09,HCT,30
-42:09,Mg,2.6
-42:09,Platelets,138
-42:09,K,4.5
-42:09,Na,133
-42:09,WBC,10.4
-43:04,DiasABP,41
-43:04,HR,60
-43:04,MAP,56
-43:04,NIDiasABP,49
-43:04,NIMAP,67
-43:04,NISysABP,103
-43:04,SysABP,86
-44:04,DiasABP,46
-44:04,HR,62
-44:04,MAP,62
-44:04,NIDiasABP,38
-44:04,NIMAP,58.67
-44:04,NISysABP,100
-44:04,SysABP,103
-44:04,Urine,30
-44:04,Weight,62.4
-44:49,DiasABP,45
-44:49,GCS,15
-44:49,HR,62
-44:49,MAP,64
-44:49,SysABP,104
-44:49,Temp,36.9
-44:49,Weight,62.4
-45:04,DiasABP,45
-45:04,HR,63
-45:04,MAP,62
-45:04,NIDiasABP,40
-45:04,NIMAP,56.67
-45:04,NISysABP,90
-45:04,SysABP,99
-45:04,Urine,18
-45:04,Weight,62.4
-46:04,DiasABP,51
-46:04,HR,61
-46:04,MAP,71
-46:04,NIDiasABP,48
-46:04,NIMAP,65
-46:04,NISysABP,99
-46:04,SysABP,110
-46:04,Urine,230
-46:04,Weight,62.4
-47:04,DiasABP,53
-47:04,HR,69
-47:04,MAP,72
-47:04,NIDiasABP,41
-47:04,NIMAP,63.67
-47:04,NISysABP,109
-47:04,SysABP,107
-47:04,Urine,175
-47:04,Weight,62.4
diff --git a/data/set-a/132811.txt b/data/set-a/132811.txt
deleted file mode 100644
index 60cc59987a0d923c9aadf319978e6c5cb043c154..0000000000000000000000000000000000000000
--- a/data/set-a/132811.txt
+++ /dev/null
@@ -1,350 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132811
-00:00,Age,40
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,84
-00:19,Lactate,1
-00:25,HR,127
-00:25,NIDiasABP,60
-00:25,NIMAP,77
-00:25,NISysABP,111
-00:25,Temp,38.9
-01:25,HR,117
-01:25,NIDiasABP,53
-01:25,NIMAP,65.33
-01:25,NISysABP,90
-01:25,Weight,84
-02:25,HR,113
-02:25,NIDiasABP,57
-02:25,NIMAP,78.33
-02:25,NISysABP,121
-02:25,Weight,84
-03:25,GCS,15
-03:25,HR,116
-03:25,NIDiasABP,65
-03:25,NIMAP,79.67
-03:25,NISysABP,109
-03:25,Temp,38.6
-03:25,Weight,84
-03:55,HR,115
-03:55,NIDiasABP,72
-03:55,NIMAP,89.33
-03:55,NISysABP,124
-03:55,Weight,84
-04:00,HCT,18.7
-04:00,Platelets,81
-04:25,HR,125
-04:25,NIDiasABP,77
-04:25,NIMAP,96
-04:25,NISysABP,134
-04:25,Urine,5
-04:25,Weight,84
-05:25,GCS,15
-05:25,HR,118
-05:25,NIDiasABP,66
-05:25,NIMAP,79
-05:25,NISysABP,105
-05:25,Weight,84
-06:25,HR,123
-06:25,NIDiasABP,78
-06:25,NIMAP,92.67
-06:25,NISysABP,122
-06:25,Weight,84
-06:55,HR,134
-06:55,NIDiasABP,76
-06:55,NIMAP,94.33
-06:55,NISysABP,131
-06:55,Temp,39.2
-06:55,Weight,84
-07:25,HR,131
-07:25,NIDiasABP,73
-07:25,NIMAP,87
-07:25,NISysABP,115
-07:25,Weight,84
-08:25,HR,130
-08:25,NIDiasABP,72
-08:25,NIMAP,90.67
-08:25,NISysABP,128
-08:25,Weight,84
-08:36,BUN,18
-08:36,Creatinine,0.9
-08:36,Glucose,112
-08:36,HCO3,22
-08:36,HCT,21.1
-08:36,Mg,1.5
-08:36,Platelets,96
-08:36,K,4.5
-08:36,Na,128
-09:25,GCS,15
-09:25,HR,133
-09:25,NIDiasABP,69
-09:25,NIMAP,90.33
-09:25,NISysABP,133
-09:25,Temp,40
-09:25,Weight,84
-10:25,HR,124
-10:25,NIDiasABP,74
-10:25,NIMAP,92.67
-10:25,NISysABP,130
-10:25,Weight,84
-10:31,HCT,22.9
-10:31,Platelets,86
-10:31,WBC,0.2
-11:25,HR,122
-11:25,NIDiasABP,63
-11:25,NIMAP,81.67
-11:25,NISysABP,119
-11:25,Temp,38.9
-11:25,Weight,84
-12:25,HR,123
-12:25,NIDiasABP,70
-12:25,NIMAP,90.33
-12:25,NISysABP,131
-12:25,Weight,84
-13:25,GCS,15
-13:25,HR,139
-13:25,NIDiasABP,84
-13:25,NIMAP,105
-13:25,NISysABP,147
-13:25,Temp,39.9
-13:25,Weight,84
-14:14,HCT,21.5
-14:14,Platelets,112
-14:25,HR,130
-14:25,NIDiasABP,75
-14:25,NIMAP,92.67
-14:25,NISysABP,128
-14:25,Weight,84
-14:55,HR,124
-14:55,NIDiasABP,60
-14:55,NIMAP,79.67
-14:55,NISysABP,119
-14:55,Temp,39
-14:55,Weight,84
-15:25,HR,118
-15:25,NIDiasABP,71
-15:25,NIMAP,88
-15:25,NISysABP,122
-15:25,Weight,84
-16:25,HR,108
-16:25,NIDiasABP,73
-16:25,NIMAP,89
-16:25,NISysABP,121
-16:25,Temp,38.1
-16:25,Weight,84
-17:25,GCS,15
-17:25,HR,99
-17:25,NIDiasABP,73
-17:25,NIMAP,87
-17:25,NISysABP,115
-17:25,Temp,37.6
-17:25,Weight,84
-18:25,HR,95
-18:25,NIDiasABP,37
-18:25,NIMAP,68.67
-18:25,NISysABP,132
-18:25,Weight,84
-19:25,HR,90
-19:25,NIDiasABP,75
-19:25,NIMAP,86
-19:25,NISysABP,108
-19:25,Weight,84
-20:25,HR,85
-20:25,NIDiasABP,76
-20:25,NIMAP,87.67
-20:25,NISysABP,111
-20:25,Weight,84
-21:25,GCS,15
-21:25,HR,92
-21:25,NIDiasABP,78
-21:25,NIMAP,91.33
-21:25,NISysABP,118
-21:25,Temp,36
-21:25,Urine,700
-21:25,Weight,84
-21:43,Albumin,2.7
-21:43,ALP,98
-21:43,ALT,271
-21:43,AST,335
-21:43,Bilirubin,11.1
-21:43,BUN,23
-21:43,Creatinine,0.9
-21:43,Glucose,184
-21:43,HCO3,27
-21:43,HCT,21.4
-21:43,Mg,2.2
-21:43,Platelets,73
-21:43,K,4.1
-21:43,Na,130
-21:43,WBC,0.2
-22:25,HR,92
-22:25,NIDiasABP,75
-22:25,NIMAP,90.33
-22:25,NISysABP,121
-22:25,Weight,84
-22:29,Lactate,1.7
-23:25,HR,91
-23:25,NIDiasABP,76
-23:25,NIMAP,89.33
-23:25,NISysABP,116
-23:25,Weight,84
-24:40,HR,96
-24:40,NIDiasABP,77
-24:40,NIMAP,91.67
-24:40,NISysABP,121
-24:40,Weight,84
-25:25,GCS,15
-25:25,HR,97
-25:25,NIDiasABP,77
-25:25,NIMAP,94
-25:25,NISysABP,128
-25:25,Temp,36.9
-25:25,Weight,84
-26:25,HR,98
-26:25,NIDiasABP,81
-26:25,NIMAP,95.33
-26:25,NISysABP,124
-26:25,Weight,84
-27:25,HR,95
-27:25,NIDiasABP,80
-27:25,NIMAP,97
-27:25,NISysABP,131
-27:25,Weight,84
-28:25,HR,90
-28:25,NIDiasABP,81
-28:25,NIMAP,97
-28:25,NISysABP,129
-28:25,Urine,400
-28:25,Weight,84
-29:25,GCS,15
-29:25,HR,88
-29:25,NIDiasABP,87
-29:25,NIMAP,102.3
-29:25,NISysABP,133
-29:25,Weight,84
-30:25,HR,83
-30:25,NIDiasABP,90
-30:25,NIMAP,104.7
-30:25,NISysABP,134
-30:25,Temp,36.4
-30:25,Weight,84
-30:49,BUN,28
-30:49,Creatinine,0.7
-30:49,HCT,27.3
-30:49,Platelets,69
-30:49,WBC,0.2
-31:25,HR,88
-31:25,NIDiasABP,91
-31:25,NIMAP,107.3
-31:25,NISysABP,140
-31:25,Weight,84
-32:25,HR,85
-32:25,NIDiasABP,89
-32:25,NIMAP,104.3
-32:25,NISysABP,135
-32:25,Weight,84
-33:25,HR,93
-33:25,NIDiasABP,87
-33:25,NIMAP,101.3
-33:25,NISysABP,130
-33:25,Weight,84
-34:25,GCS,15
-34:25,HR,89
-34:25,NIDiasABP,90
-34:25,NIMAP,104.3
-34:25,NISysABP,133
-34:25,Temp,36.3
-34:25,Weight,84
-35:25,HR,88
-35:25,NIDiasABP,86
-35:25,NIMAP,102.3
-35:25,NISysABP,135
-35:25,Weight,84
-36:25,HR,91
-36:25,NIDiasABP,81
-36:25,NIMAP,97.33
-36:25,NISysABP,130
-36:25,Weight,84
-37:25,GCS,15
-37:25,HR,91
-37:25,NIDiasABP,85
-37:25,NIMAP,100.3
-37:25,NISysABP,131
-37:25,Temp,36.8
-37:25,Weight,84
-38:25,HR,95
-38:25,NIDiasABP,81
-38:25,NIMAP,96
-38:25,NISysABP,126
-38:25,Urine,500
-38:25,Weight,84
-38:41,Creatinine,0.8
-38:41,HCT,27.3
-38:41,Platelets,55
-38:41,WBC,0.2
-39:25,HR,90
-39:25,NIDiasABP,90
-39:25,NIMAP,102.7
-39:25,NISysABP,128
-39:25,Temp,36.9
-39:25,Weight,84
-40:25,HR,92
-40:25,NIDiasABP,84
-40:25,NIMAP,97.33
-40:25,NISysABP,124
-40:25,Weight,84
-41:25,GCS,15
-41:25,HR,94
-41:25,NIDiasABP,78
-41:25,NIMAP,95
-41:25,NISysABP,129
-41:25,Temp,36.8
-41:25,Weight,84
-42:25,HR,90
-42:25,NIDiasABP,87
-42:25,NIMAP,103.3
-42:25,NISysABP,136
-42:25,Weight,84
-43:25,HR,90
-43:25,NIDiasABP,87
-43:25,NIMAP,99.67
-43:25,NISysABP,125
-43:25,Weight,84
-44:25,HR,84
-44:25,NIDiasABP,84
-44:25,NIMAP,99.67
-44:25,NISysABP,131
-44:25,Weight,84
-45:25,GCS,14
-45:25,HR,90
-45:25,NIDiasABP,85
-45:25,NIMAP,99.67
-45:25,NISysABP,129
-45:25,Temp,36.6
-45:25,Weight,84
-46:09,ALP,89
-46:09,ALT,184
-46:09,AST,112
-46:09,Bilirubin,16.4
-46:09,BUN,38
-46:09,Creatinine,0.9
-46:09,Glucose,135
-46:09,HCO3,23
-46:09,HCT,25.3
-46:09,Mg,2.1
-46:09,Platelets,81
-46:09,K,3.9
-46:09,Na,133
-46:09,WBC,0.2
-46:25,HR,90
-46:25,NIDiasABP,86
-46:25,NIMAP,101.3
-46:25,NISysABP,132
-46:25,Weight,84
-47:25,HR,86
-47:25,NIDiasABP,87
-47:25,NIMAP,99.67
-47:25,NISysABP,125
-47:25,Weight,87.5
diff --git a/data/set-a/132812.txt b/data/set-a/132812.txt
deleted file mode 100644
index 308a0c097326d1e0d655dea505cb67934dc93142..0000000000000000000000000000000000000000
--- a/data/set-a/132812.txt
+++ /dev/null
@@ -1,336 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132812
-00:00,Age,60
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,56.2
-03:09,GCS,15
-03:09,HR,66
-03:09,NIDiasABP,60
-03:09,NIMAP,73
-03:09,NISysABP,113
-03:09,RespRate,20
-03:09,Temp,34.2
-03:09,Urine,280
-04:09,HR,64
-04:09,NIDiasABP,67
-04:09,NIMAP,81
-04:09,NISysABP,125
-04:09,RespRate,17
-04:09,Urine,60
-04:09,Weight,56.2
-05:09,HR,66
-05:09,NIDiasABP,63
-05:09,NIMAP,78
-05:09,NISysABP,123
-05:09,RespRate,19
-05:09,Temp,36.9
-05:09,Urine,180
-05:09,Weight,56.2
-05:14,TroponinT,0.09
-06:09,HR,73
-06:09,NIDiasABP,62
-06:09,NIMAP,77
-06:09,NISysABP,120
-06:09,RespRate,18
-06:09,Weight,56.2
-06:39,GCS,15
-06:39,HR,72
-06:39,NIDiasABP,69
-06:39,NIMAP,82
-06:39,NISysABP,129
-06:39,RespRate,18
-06:39,Urine,380
-06:39,Weight,56.2
-07:09,HR,67
-07:09,NIDiasABP,64
-07:09,NIMAP,76
-07:09,NISysABP,116
-07:09,RespRate,17
-07:09,Urine,80
-07:09,Weight,56.2
-08:09,HR,66
-08:09,NIDiasABP,56
-08:09,NIMAP,69
-08:09,NISysABP,113
-08:09,RespRate,15
-08:09,Temp,36.8
-08:09,Urine,160
-08:09,Weight,56.2
-08:24,BUN,28
-08:24,Creatinine,0.7
-08:24,Glucose,121
-08:24,HCO3,22
-08:24,HCT,26.7
-08:24,Mg,1.7
-08:24,Platelets,200
-08:24,K,3.5
-08:24,Na,134
-08:24,TroponinT,0.09
-08:24,WBC,4.7
-09:09,HR,66
-09:09,NIDiasABP,56
-09:09,NIMAP,70
-09:09,NISysABP,114
-09:09,RespRate,15
-09:09,Urine,80
-09:09,Weight,56.2
-10:09,HR,67
-10:09,NIDiasABP,62
-10:09,NIMAP,75
-10:09,NISysABP,118
-10:09,RespRate,15
-10:09,Urine,140
-10:09,Weight,56.2
-11:09,HR,65
-11:09,NIDiasABP,60
-11:09,NIMAP,72
-11:09,NISysABP,115
-11:09,RespRate,16
-11:09,Urine,170
-11:09,Weight,56.2
-12:09,GCS,15
-12:09,HR,69
-12:09,NIDiasABP,58
-12:09,NIMAP,71
-12:09,NISysABP,114
-12:09,RespRate,18
-12:09,Temp,36.6
-12:09,Urine,200
-12:09,Weight,56.2
-13:09,HR,68
-13:09,NIDiasABP,62
-13:09,NIMAP,75
-13:09,NISysABP,121
-13:09,RespRate,16
-13:09,Urine,265
-13:09,Weight,56.2
-14:09,HR,71
-14:09,NIDiasABP,55
-14:09,NIMAP,68
-14:09,NISysABP,109
-14:09,RespRate,16
-14:09,Urine,100
-14:09,Weight,56.2
-15:09,GCS,15
-15:09,HR,72
-15:09,NIDiasABP,52
-15:09,NIMAP,64
-15:09,NISysABP,103
-15:09,RespRate,16
-15:09,Urine,120
-15:09,Weight,56.2
-16:09,HR,76
-16:09,NIDiasABP,62
-16:09,NIMAP,68
-16:09,NISysABP,99
-16:09,RespRate,20
-16:09,Weight,56.2
-17:09,HR,74
-17:09,NIDiasABP,51
-17:09,NIMAP,70
-17:09,NISysABP,127
-17:09,RespRate,21
-17:09,Temp,36.9
-17:09,Urine,230
-17:09,Weight,56.2
-18:09,HR,70
-18:09,NIDiasABP,57
-18:09,NIMAP,70
-18:09,NISysABP,113
-18:09,RespRate,15
-18:09,Weight,56.2
-19:09,GCS,15
-19:09,HR,70
-19:09,NIDiasABP,56
-19:09,NIMAP,69
-19:09,NISysABP,115
-19:09,RespRate,20
-19:09,Weight,56.2
-19:47,Mg,2
-19:47,K,4.1
-20:09,HR,69
-20:09,NIDiasABP,61
-20:09,NIMAP,73
-20:09,NISysABP,112
-20:09,RespRate,21
-20:09,Temp,37.1
-20:09,Urine,450
-20:09,Weight,56.2
-21:09,HR,66
-21:09,NIDiasABP,57
-21:09,NIMAP,70
-21:09,NISysABP,111
-21:09,RespRate,14
-21:09,Urine,140
-21:09,Weight,56.2
-22:09,HR,79
-22:09,NIDiasABP,60
-22:09,NIMAP,70
-22:09,NISysABP,125
-22:09,RespRate,18
-22:09,Weight,56.2
-23:09,GCS,15
-23:09,HR,70
-23:09,NIDiasABP,47
-23:09,NIMAP,60
-23:09,NISysABP,97
-23:09,RespRate,14
-23:09,Temp,37.2
-23:09,Urine,340
-23:09,Weight,56.2
-24:09,HR,73
-24:09,NIDiasABP,54
-24:09,NIMAP,67
-24:09,NISysABP,112
-24:09,RespRate,18
-24:09,Weight,56.2
-25:09,HR,68
-25:09,NIDiasABP,58
-25:09,NIMAP,73
-25:09,NISysABP,116
-25:09,RespRate,15
-25:09,Weight,56.2
-26:09,HR,79
-26:09,NIDiasABP,61
-26:09,NIMAP,75
-26:09,NISysABP,122
-26:09,RespRate,20
-26:09,Urine,265
-26:09,Weight,56.2
-27:09,GCS,15
-27:09,HR,80
-27:09,NIDiasABP,77
-27:09,NIMAP,83
-27:09,NISysABP,107
-27:09,RespRate,21
-27:09,Temp,36.7
-27:09,Weight,56.2
-28:09,HR,80
-28:09,RespRate,20
-28:09,Urine,150
-28:09,Weight,56.2
-29:09,HR,81
-29:09,NIDiasABP,68
-29:09,NIMAP,83
-29:09,NISysABP,129
-29:09,RespRate,22
-29:09,Weight,56.2
-30:09,HR,80
-30:09,NIDiasABP,69
-30:09,NIMAP,88
-30:09,NISysABP,147
-30:09,RespRate,21
-30:09,Weight,56.2
-31:09,GCS,15
-31:09,HR,72
-31:09,NIDiasABP,67
-31:09,NIMAP,84
-31:09,NISysABP,145
-31:09,RespRate,18
-31:09,Temp,36.8
-31:09,Urine,320
-31:09,Weight,56.2
-32:09,HR,70
-32:09,NIDiasABP,69
-32:09,NIMAP,85
-32:09,NISysABP,130
-32:09,RespRate,23
-32:09,Urine,90
-32:09,Weight,56.2
-33:09,BUN,21
-33:09,Creatinine,0.6
-33:09,Glucose,119
-33:09,HCO3,27
-33:09,HCT,24.7
-33:09,HR,70
-33:09,Mg,1.6
-33:09,NIDiasABP,66
-33:09,NIMAP,83
-33:09,NISysABP,134
-33:09,Platelets,182
-33:09,K,3.7
-33:09,Na,135
-33:09,Urine,85
-33:09,WBC,6.9
-33:09,Weight,56.2
-35:09,HR,68
-35:09,NIDiasABP,63
-35:09,NIMAP,77
-35:09,NISysABP,131
-35:09,RespRate,14
-35:09,Temp,36.8
-35:09,Urine,190
-35:09,Weight,56.2
-37:09,HR,81
-37:09,NIDiasABP,67
-37:09,NIMAP,82
-37:09,NISysABP,133
-37:09,RespRate,18
-37:09,Weight,56.2
-38:09,HR,73
-38:09,NIDiasABP,67
-38:09,NIMAP,85
-38:09,NISysABP,136
-38:09,RespRate,16
-38:09,Urine,210
-38:09,Weight,56.2
-39:09,HR,77
-39:09,NIDiasABP,63
-39:09,NIMAP,77
-39:09,NISysABP,120
-39:09,RespRate,17
-39:09,Weight,56.2
-40:39,HR,84
-40:39,RespRate,20
-40:39,Weight,56.2
-41:09,HR,70
-41:09,NIDiasABP,70
-41:09,NIMAP,84
-41:09,NISysABP,129
-41:09,RespRate,14
-41:09,Temp,36
-41:09,Urine,200
-41:09,Weight,56.2
-42:09,HR,90
-42:09,NIDiasABP,61
-42:09,NIMAP,77
-42:09,NISysABP,121
-42:09,RespRate,18
-42:09,Weight,56.2
-43:09,HR,76
-43:09,NIDiasABP,61
-43:09,NIMAP,76
-43:09,NISysABP,120
-43:09,RespRate,15
-43:09,Weight,56.2
-44:09,GCS,15
-44:09,HR,87
-44:09,NIDiasABP,85
-44:09,NIMAP,88
-44:09,NISysABP,102
-44:09,RespRate,19
-44:09,Urine,120
-44:09,Weight,56.2
-45:09,HR,78
-45:09,NIDiasABP,58
-45:09,NIMAP,72
-45:09,NISysABP,118
-45:09,RespRate,16
-45:09,Weight,56.2
-46:09,HR,77
-46:09,NIDiasABP,63
-46:09,NIMAP,74
-46:09,NISysABP,110
-46:09,RespRate,17
-46:09,Weight,56.2
-47:09,GCS,15
-47:09,HR,74
-47:09,NIDiasABP,56
-47:09,NIMAP,70
-47:09,NISysABP,117
-47:09,RespRate,15
-47:09,Temp,36.7
-47:09,Urine,125
-47:09,Weight,56.2
diff --git a/data/set-a/132813.txt b/data/set-a/132813.txt
deleted file mode 100644
index efb4e1affbbe89689d5a7e03b9f9c5cdf36fe652..0000000000000000000000000000000000000000
--- a/data/set-a/132813.txt
+++ /dev/null
@@ -1,466 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132813
-00:00,Age,56
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,74
-01:59,HR,101
-01:59,NIDiasABP,58
-01:59,NIMAP,76
-01:59,NISysABP,112
-01:59,Temp,38.4
-01:59,Urine,800
-02:14,FiO2,0.5
-02:14,MechVent,1
-02:29,HR,103
-02:29,NIDiasABP,58
-02:29,NIMAP,76
-02:29,NISysABP,112
-02:59,GCS,7
-02:59,HR,98
-02:59,NIDiasABP,69
-02:59,NIMAP,85.33
-02:59,NISysABP,118
-02:59,Weight,74
-03:29,Albumin,2.7
-03:29,ALP,61
-03:29,ALT,41
-03:29,AST,160
-03:29,Bilirubin,0.3
-03:29,BUN,43
-03:29,Creatinine,2.1
-03:29,Glucose,183
-03:29,HCO3,24
-03:29,HCT,30.1
-03:29,Mg,1.6
-03:29,Platelets,276
-03:29,K,3.3
-03:29,Na,140
-03:29,WBC,12
-03:59,HR,105
-03:59,NIDiasABP,68
-03:59,NIMAP,88.67
-03:59,NISysABP,130
-03:59,Urine,240
-03:59,Weight,74
-04:17,Lactate,2.4
-04:59,HR,96
-04:59,Weight,74
-05:59,HR,98
-05:59,NIDiasABP,55
-05:59,NIMAP,69
-05:59,NISysABP,97
-05:59,Urine,100
-05:59,Weight,74
-06:59,GCS,3
-06:59,HR,98
-06:59,Weight,74
-07:43,FiO2,0.5
-07:43,MechVent,1
-07:59,DiasABP,55
-07:59,HR,100
-07:59,MAP,69
-07:59,MechVent,1
-07:59,SysABP,99
-07:59,Temp,38.3
-07:59,Urine,160
-07:59,Weight,74
-08:59,DiasABP,57
-08:59,HR,100
-08:59,MAP,71
-08:59,NIDiasABP,44
-08:59,NIMAP,62
-08:59,NISysABP,98
-08:59,SysABP,103
-08:59,Weight,74
-09:59,DiasABP,57
-09:59,HR,101
-09:59,MAP,70
-09:59,NIDiasABP,50
-09:59,NIMAP,64.33
-09:59,NISysABP,93
-09:59,SysABP,98
-09:59,Urine,130
-09:59,Weight,74
-10:46,Albumin,2.5
-10:46,BUN,34
-10:46,Creatinine,1.3
-10:46,Glucose,167
-10:46,HCO3,30
-10:46,HCT,26.7
-10:46,Mg,2.1
-10:46,Platelets,243
-10:46,K,3.7
-10:46,Na,143
-10:46,TroponinI,0.8
-10:46,WBC,10.8
-10:59,DiasABP,53
-10:59,HR,105
-10:59,MAP,64
-10:59,NIDiasABP,45
-10:59,NIMAP,60
-10:59,NISysABP,90
-10:59,SysABP,86
-10:59,Weight,74
-11:59,DiasABP,56
-11:59,HR,108
-11:59,MAP,67
-11:59,NIDiasABP,48
-11:59,NIMAP,63
-11:59,NISysABP,93
-11:59,SysABP,91
-11:59,Weight,74
-12:30,FiO2,0.5
-12:30,MechVent,1
-12:59,DiasABP,59
-12:59,HR,110
-12:59,MAP,70
-12:59,NIDiasABP,57
-12:59,NIMAP,70
-12:59,NISysABP,96
-12:59,SysABP,97
-12:59,Temp,39.1
-12:59,Urine,180
-12:59,Weight,74
-13:59,DiasABP,60
-13:59,HR,112
-13:59,MAP,72
-13:59,NIDiasABP,58
-13:59,NIMAP,72
-13:59,NISysABP,100
-13:59,SysABP,98
-13:59,Weight,74
-14:01,pH,7.51
-14:01,PaCO2,42
-14:01,PaO2,88
-14:59,DiasABP,61
-14:59,GCS,3
-14:59,HR,114
-14:59,MAP,73
-14:59,NIDiasABP,51
-14:59,NIMAP,71.67
-14:59,NISysABP,113
-14:59,SysABP,102
-14:59,Temp,39.1
-14:59,Urine,100
-14:59,Weight,74
-15:59,DiasABP,58
-15:59,HR,112
-15:59,MAP,68
-15:59,SysABP,93
-15:59,Temp,39
-15:59,Urine,80
-15:59,Weight,74
-16:59,DiasABP,73
-16:59,HR,102
-16:59,MAP,91
-16:59,NIDiasABP,62
-16:59,NIMAP,87
-16:59,NISysABP,137
-16:59,SysABP,138
-16:59,Temp,38.6
-16:59,Urine,80
-16:59,Weight,74
-17:59,DiasABP,72
-17:59,GCS,3
-17:59,HR,106
-17:59,MAP,88
-17:59,SysABP,132
-17:59,Temp,38
-17:59,Urine,80
-17:59,Weight,74
-18:17,FiO2,0.5
-18:17,MechVent,1
-18:24,DiasABP,69
-18:24,HR,105
-18:24,MAP,86
-18:24,SysABP,129
-18:24,Temp,38.6
-18:24,Weight,74
-18:29,DiasABP,69
-18:29,HR,105
-18:29,MAP,86
-18:29,SysABP,130
-18:29,Weight,74
-18:34,DiasABP,69
-18:34,HR,105
-18:34,MAP,86
-18:34,SysABP,133
-18:34,Weight,74
-18:39,DiasABP,70
-18:39,HR,105
-18:39,MAP,88
-18:39,SysABP,137
-18:39,Temp,38.6
-18:39,Weight,74
-18:44,DiasABP,71
-18:44,HR,105
-18:44,MAP,92
-18:44,SysABP,145
-18:44,Weight,74
-18:49,DiasABP,68
-18:49,HR,107
-18:49,MAP,85
-18:49,SysABP,129
-18:49,Weight,74
-18:54,DiasABP,67
-18:54,HR,107
-18:54,MAP,83
-18:54,SysABP,126
-18:54,Weight,74
-18:59,DiasABP,68
-18:59,HR,108
-18:59,MAP,84
-18:59,SysABP,124
-18:59,Urine,60
-18:59,Weight,74
-19:14,DiasABP,62
-19:14,HR,100
-19:14,MAP,80
-19:14,SysABP,131
-19:14,Weight,74
-19:29,DiasABP,66
-19:29,HR,95
-19:29,MAP,90
-19:29,SysABP,153
-19:29,Weight,74
-19:44,DiasABP,61
-19:44,HR,96
-19:44,MAP,82
-19:44,SysABP,140
-19:44,Weight,74
-19:59,DiasABP,60
-19:59,HR,97
-19:59,MAP,79
-19:59,SysABP,130
-19:59,Temp,38.5
-19:59,Urine,80
-19:59,Weight,74
-20:29,DiasABP,57
-20:29,HR,97
-20:29,MAP,74
-20:29,SysABP,116
-20:29,Weight,74
-20:59,DiasABP,58
-20:59,HR,96
-20:59,MAP,74
-20:59,SysABP,114
-20:59,Temp,38.1
-20:59,Urine,90
-20:59,Weight,74
-21:29,DiasABP,66
-21:29,HR,93
-21:29,MAP,86
-21:29,SysABP,137
-21:29,Weight,74
-21:59,DiasABP,57
-21:59,FiO2,0.5
-21:59,GCS,3
-21:59,HR,93
-21:59,MAP,76
-21:59,MechVent,1
-21:59,SysABP,127
-21:59,Urine,50
-21:59,Weight,74
-22:29,DiasABP,54
-22:29,HR,93
-22:29,MAP,71
-22:29,SysABP,117
-22:29,Temp,38
-22:29,Weight,74
-22:34,DiasABP,53
-22:34,HR,93
-22:34,MAP,69
-22:34,SysABP,112
-22:34,Weight,74
-22:59,DiasABP,68
-22:59,GCS,3
-22:59,HR,92
-22:59,MAP,88
-22:59,SysABP,135
-22:59,Urine,60
-22:59,Weight,74
-23:59,DiasABP,63
-23:59,HR,90
-23:59,MAP,82
-23:59,MechVent,1
-23:59,SysABP,134
-23:59,Temp,38
-23:59,Urine,120
-23:59,Weight,74
-24:29,DiasABP,56
-24:29,HR,87
-24:29,MAP,71
-24:29,SysABP,110
-24:29,Weight,74
-24:40,BUN,18
-24:40,Creatinine,0.8
-24:40,K,2.9
-24:59,DiasABP,63
-24:59,FiO2,0.4
-24:59,GCS,3
-24:59,HR,83
-24:59,MAP,84
-24:59,SysABP,137
-24:59,Urine,60
-24:59,Weight,74
-25:29,DiasABP,64
-25:29,HR,81
-25:29,MAP,85
-25:29,SysABP,139
-25:29,Weight,74
-25:59,DiasABP,64
-25:59,HR,79
-25:59,MAP,85
-25:59,SysABP,136
-25:59,Temp,37.6
-25:59,Urine,140
-25:59,Weight,74
-26:59,DiasABP,59
-26:59,GCS,6
-26:59,HR,78
-26:59,MAP,77
-26:59,SysABP,114
-26:59,Weight,74
-27:24,HCT,31.6
-27:29,FiO2,0.4
-27:29,MechVent,1
-27:59,DiasABP,59
-27:59,HR,80
-27:59,MAP,77
-27:59,SysABP,117
-27:59,Temp,37.3
-27:59,Weight,74
-28:59,DiasABP,64
-28:59,HR,84
-28:59,MAP,83
-28:59,SysABP,128
-28:59,Urine,375
-28:59,Weight,74
-29:59,DiasABP,60
-29:59,GCS,6
-29:59,HR,79
-29:59,MAP,76
-29:59,SysABP,110
-29:59,Temp,36.5
-29:59,Urine,70
-29:59,Weight,74
-30:59,DiasABP,66
-30:59,HR,79
-30:59,MAP,85
-30:59,SysABP,126
-30:59,Weight,74
-31:26,FiO2,0.4
-31:26,MechVent,1
-31:59,DiasABP,61
-31:59,HR,79
-31:59,MAP,76
-31:59,SysABP,108
-31:59,Temp,36.3
-31:59,Weight,74
-32:29,Urine,100
-32:59,DiasABP,61
-32:59,GCS,6
-32:59,HR,76
-32:59,MAP,78
-32:59,SysABP,111
-32:59,Urine,100
-32:59,Weight,74
-33:29,Urine,60
-33:59,DiasABP,67
-33:59,HR,72
-33:59,MAP,89
-33:59,SysABP,137
-33:59,Weight,74
-34:59,DiasABP,53
-34:59,HR,76
-34:59,MAP,66
-34:59,SysABP,91
-34:59,Weight,74
-35:42,FiO2,0.4
-35:42,MechVent,1
-35:59,DiasABP,66
-35:59,GCS,6
-35:59,HR,68
-35:59,MAP,89
-35:59,SysABP,134
-35:59,Temp,35.9
-35:59,Urine,130
-35:59,Weight,74
-36:21,pH,7.45
-36:21,PaCO2,43
-36:21,PaO2,109
-36:21,SaO2,98
-36:26,AST,84
-36:26,BUN,13
-36:26,Creatinine,0.7
-36:26,Glucose,139
-36:26,HCO3,31
-36:26,HCT,31.4
-36:26,Mg,1.9
-36:26,Platelets,228
-36:26,K,2.9
-36:26,Na,140
-36:26,WBC,9
-36:59,DiasABP,54
-36:59,HR,72
-36:59,MAP,70
-36:59,SysABP,104
-36:59,Weight,74
-38:59,DiasABP,64
-38:59,GCS,6
-38:59,HR,66
-38:59,MAP,84
-38:59,SysABP,124
-38:59,Temp,36.1
-38:59,Urine,160
-39:59,FiO2,0.4
-39:59,MechVent,1
-40:59,DiasABP,61
-40:59,HR,69
-40:59,MAP,79
-40:59,SysABP,119
-40:59,Urine,80
-40:59,Weight,70.8
-42:59,DiasABP,72
-42:59,GCS,6
-42:59,HR,69
-42:59,MAP,98
-42:59,SysABP,145
-42:59,Temp,36.3
-42:59,Urine,260
-42:59,Weight,70.8
-43:59,DiasABP,65
-43:59,FiO2,0.4
-43:59,HR,77
-43:59,MAP,86
-43:59,MechVent,1
-43:59,SysABP,128
-43:59,Weight,70.8
-44:59,DiasABP,70
-44:59,HR,85
-44:59,MAP,95
-44:59,SysABP,150
-44:59,Urine,450
-44:59,Weight,70.8
-45:59,DiasABP,52
-45:59,HR,84
-45:59,MAP,66
-45:59,SysABP,96
-45:59,Weight,70.8
-46:09,K,3.9
-46:59,DiasABP,52
-46:59,GCS,6
-46:59,HR,79
-46:59,MAP,73
-46:59,MechVent,1
-46:59,SysABP,121
-46:59,Temp,37.7
-46:59,Weight,70.8
-47:59,DiasABP,81
-47:59,HR,90
-47:59,MAP,106
-47:59,SysABP,168
-47:59,Urine,480
-47:59,Weight,70.8
diff --git a/data/set-a/132814.txt b/data/set-a/132814.txt
deleted file mode 100644
index 33046d33b58da70a54efe5c5cc2f443ddda3568f..0000000000000000000000000000000000000000
--- a/data/set-a/132814.txt
+++ /dev/null
@@ -1,402 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132814
-00:00,Age,89
-00:00,Gender,0
-00:00,Height,160
-00:00,ICUType,1
-00:00,Weight,56.7
-00:28,DiasABP,90
-00:28,HR,91
-00:28,MAP,118
-00:28,RespRate,18
-00:28,SysABP,160
-00:28,Temp,35.3
-00:28,Urine,650
-00:58,DiasABP,87
-00:58,GCS,15
-00:58,HR,91
-00:58,MAP,113
-00:58,RespRate,17
-00:58,SysABP,152
-01:58,DiasABP,82
-01:58,HR,97
-01:58,MAP,107
-01:58,RespRate,20
-01:58,SysABP,146
-01:58,Urine,195
-02:58,DiasABP,84
-02:58,HR,97
-02:58,MAP,108
-02:58,RespRate,19
-02:58,SysABP,146
-02:58,Urine,115
-03:38,TroponinT,1.27
-03:58,DiasABP,81
-03:58,FiO2,1
-03:58,HR,99
-03:58,MAP,107
-03:58,RespRate,17
-03:58,SysABP,145
-03:58,Urine,30
-04:28,DiasABP,84
-04:28,HR,96
-04:28,MAP,107
-04:28,RespRate,15
-04:28,SysABP,144
-04:28,Temp,36.3
-04:58,DiasABP,82
-04:58,HR,85
-04:58,MAP,102
-04:58,RespRate,16
-04:58,SysABP,135
-04:58,Urine,70
-06:58,DiasABP,81
-06:58,FiO2,1
-06:58,GCS,14
-06:58,HR,86
-06:58,MAP,102
-06:58,RespRate,15
-06:58,SysABP,135
-06:58,Temp,36.2
-06:58,Urine,210
-07:58,DiasABP,73
-07:58,HR,87
-07:58,MAP,93
-07:58,RespRate,19
-07:58,SysABP,126
-07:58,Urine,130
-08:58,DiasABP,65
-08:58,HR,87
-08:58,MAP,84
-08:58,RespRate,16
-08:58,SysABP,116
-08:58,Urine,90
-09:54,HCT,32.9
-09:54,Platelets,187
-09:54,K,4.3
-09:54,WBC,11.1
-09:58,DiasABP,63
-09:58,HR,85
-09:58,MAP,82
-09:58,RespRate,14
-09:58,SysABP,112
-09:58,Urine,60
-10:58,DiasABP,70
-10:58,GCS,14
-10:58,HR,94
-10:58,RespRate,22
-10:58,SysABP,120
-10:58,Temp,36.8
-10:58,Urine,60
-11:58,DiasABP,60
-11:58,HR,85
-11:58,MAP,80
-11:58,RespRate,17
-11:58,SysABP,113
-11:58,Urine,50
-12:58,DiasABP,69
-12:58,GCS,14
-12:58,HR,96
-12:58,MAP,92
-12:58,RespRate,18
-12:58,SysABP,139
-12:58,Urine,40
-13:13,DiasABP,68
-13:13,HR,103
-13:13,MAP,89
-13:13,RespRate,21
-13:13,SysABP,124
-13:58,DiasABP,72
-13:58,HR,94
-13:58,MAP,93
-13:58,RespRate,22
-13:58,SysABP,129
-14:58,DiasABP,72
-14:58,GCS,8
-14:58,HR,97
-14:58,MAP,95
-14:58,RespRate,21
-14:58,SysABP,132
-14:58,Urine,60
-15:58,DiasABP,71
-15:58,HR,100
-15:58,MAP,90
-15:58,RespRate,19
-15:58,SysABP,124
-15:58,Urine,120
-16:58,DiasABP,67
-16:58,GCS,11
-16:58,HR,104
-16:58,MAP,88
-16:58,RespRate,24
-16:58,SysABP,123
-16:58,Urine,140
-17:13,BUN,24
-17:13,Creatinine,1.4
-17:13,Glucose,134
-17:13,HCO3,24
-17:13,HCT,31.1
-17:13,Mg,1.8
-17:13,Platelets,190
-17:13,K,3.7
-17:13,Na,136
-17:13,TroponinT,1.77
-17:13,WBC,13.6
-17:28,DiasABP,50
-17:28,HR,96
-17:28,MAP,64
-17:28,RespRate,22
-17:28,SysABP,89
-17:33,DiasABP,45
-17:33,HR,93
-17:33,MAP,59
-17:33,RespRate,28
-17:33,SysABP,85
-17:38,DiasABP,42
-17:38,HR,96
-17:38,MAP,56
-17:38,RespRate,18
-17:38,SysABP,81
-17:58,DiasABP,46
-17:58,HR,95
-17:58,MAP,61
-17:58,RespRate,19
-17:58,SysABP,88
-18:58,DiasABP,64
-18:58,GCS,11
-18:58,HR,105
-18:58,MAP,87
-18:58,RespRate,17
-18:58,SysABP,125
-18:58,Temp,36.8
-19:58,DiasABP,59
-19:58,HR,106
-19:58,MAP,79
-19:58,RespRate,24
-19:58,SysABP,112
-19:58,Urine,150
-20:58,DiasABP,60
-20:58,GCS,11
-20:58,HR,109
-20:58,MAP,82
-20:58,RespRate,23
-20:58,SysABP,117
-20:58,Urine,30
-21:58,DiasABP,50
-21:58,HR,83
-21:58,MAP,65
-21:58,RespRate,20
-21:58,SysABP,90
-21:58,Urine,10
-22:58,DiasABP,50
-22:58,GCS,12
-22:58,HR,84
-22:58,MAP,67
-22:58,RespRate,21
-22:58,SysABP,94
-22:58,Temp,36.9
-22:58,Urine,40
-23:58,DiasABP,73
-23:58,HR,104
-23:58,MAP,99
-23:58,RespRate,26
-23:58,SysABP,136
-23:58,Urine,20
-24:08,HCT,32.7
-24:08,Platelets,182
-24:08,WBC,12.1
-24:58,DiasABP,60
-24:58,GCS,13
-24:58,HR,108
-24:58,MAP,83
-24:58,RespRate,24
-24:58,SysABP,116
-24:58,Urine,10
-25:10,Albumin,3.3
-25:10,ALP,21
-25:10,ALT,60
-25:10,AST,45
-25:10,Bilirubin,0.5
-25:10,BUN,29
-25:10,Creatinine,1.7
-25:10,Glucose,126
-25:10,HCO3,21
-25:10,Mg,2.9
-25:10,K,5.1
-25:10,Na,136
-25:13,pH,7.43
-25:13,PaCO2,32
-25:13,PaO2,86
-25:13,SaO2,96
-25:58,DiasABP,61
-25:58,HR,100
-25:58,MAP,82
-25:58,RespRate,23
-25:58,SysABP,114
-25:58,Urine,30
-26:58,DiasABP,61
-26:58,GCS,13
-26:58,HR,106
-26:58,MAP,81
-26:58,RespRate,26
-26:58,SysABP,114
-26:58,Temp,35.8
-26:58,Urine,25
-27:58,DiasABP,66
-27:58,HR,109
-27:58,MAP,87
-27:58,RespRate,30
-27:58,SysABP,120
-27:58,Urine,15
-28:58,DiasABP,66
-28:58,GCS,13
-28:58,HR,110
-28:58,MAP,87
-28:58,RespRate,25
-28:58,SysABP,122
-28:58,Urine,45
-29:58,DiasABP,64
-29:58,HR,108
-29:58,MAP,85
-29:58,RespRate,29
-29:58,SysABP,117
-30:19,pH,7.47
-30:19,PaCO2,28
-30:19,PaO2,71
-30:19,SaO2,95
-30:58,DiasABP,71
-30:58,FiO2,0.4
-30:58,HR,108
-30:58,MAP,94
-30:58,RespRate,25
-30:58,SysABP,129
-30:58,Temp,37.8
-30:58,Urine,50
-31:58,DiasABP,65
-31:58,GCS,14
-31:58,HR,111
-31:58,MAP,87
-31:58,RespRate,22
-31:58,SysABP,121
-32:58,DiasABP,77
-32:58,HR,111
-32:58,MAP,99
-32:58,RespRate,28
-32:58,SysABP,133
-33:58,DiasABP,62
-33:58,HR,95
-33:58,MAP,80
-33:58,RespRate,21
-33:58,SysABP,109
-33:58,Temp,38.8
-33:58,Urine,250
-34:01,pH,7.45
-34:01,PaCO2,28
-34:01,PaO2,63
-34:01,SaO2,93
-34:58,DiasABP,72
-34:58,HR,100
-34:58,MAP,93
-34:58,RespRate,24
-34:58,SysABP,125
-35:58,DiasABP,65
-35:58,GCS,14
-35:58,HR,81
-35:58,MAP,81
-35:58,RespRate,19
-35:58,SysABP,109
-35:58,Urine,100
-36:53,pH,7.43
-36:53,PaCO2,32
-36:53,PaO2,145
-36:53,SaO2,99
-36:58,DiasABP,72
-36:58,HR,96
-36:58,MAP,95
-36:58,RespRate,19
-36:58,SysABP,127
-36:58,Temp,35
-36:58,Urine,43
-37:58,DiasABP,76
-37:58,FiO2,0.4
-37:58,HR,93
-37:58,MAP,97
-37:58,RespRate,19
-37:58,SysABP,129
-37:58,Urine,120
-38:58,DiasABP,82
-38:58,HR,97
-38:58,MAP,104
-38:58,RespRate,19
-38:58,SysABP,138
-38:58,Urine,30
-39:58,BUN,41
-39:58,Creatinine,2
-39:58,DiasABP,74
-39:58,GCS,14
-39:58,Glucose,133
-39:58,HCO3,18
-39:58,HCT,32.1
-39:58,HR,84
-39:58,Mg,2.8
-39:58,MAP,93
-39:58,Platelets,194
-39:58,K,4.5
-39:58,Na,140
-39:58,RespRate,18
-39:58,SysABP,123
-39:58,Urine,30
-39:58,WBC,10.3
-40:28,pH,7.43
-40:28,PaCO2,31
-40:28,PaO2,91
-40:58,DiasABP,76
-40:58,HR,86
-40:58,MAP,97
-40:58,RespRate,16
-40:58,SysABP,129
-40:58,Urine,30
-41:58,DiasABP,80
-41:58,HR,90
-41:58,MAP,102
-41:58,RespRate,22
-41:58,SysABP,136
-41:58,Urine,35
-42:58,DiasABP,72
-42:58,GCS,14
-42:58,HR,87
-42:58,MAP,93
-42:58,RespRate,18
-42:58,SysABP,125
-42:58,Temp,36.1
-43:58,DiasABP,67
-43:58,HR,79
-43:58,MAP,85
-43:58,RespRate,18
-43:58,SysABP,114
-43:58,Urine,45
-44:58,DiasABP,67
-44:58,GCS,14
-44:58,HR,80
-44:58,MAP,88
-44:58,RespRate,18
-44:58,SysABP,119
-44:58,Urine,25
-45:58,DiasABP,69
-45:58,HR,80
-45:58,MAP,88
-45:58,RespRate,20
-45:58,SysABP,120
-46:58,DiasABP,63
-46:58,GCS,14
-46:58,HR,79
-46:58,MAP,83
-46:58,RespRate,20
-46:58,SysABP,115
-46:58,Temp,36.2
-46:58,Urine,35
-47:58,DiasABP,76
-47:58,HR,82
-47:58,MAP,96
-47:58,RespRate,17
-47:58,SysABP,130
diff --git a/data/set-a/132819.txt b/data/set-a/132819.txt
deleted file mode 100644
index d5444fea9b784e6bc3616836a9850aa9204c81a6..0000000000000000000000000000000000000000
--- a/data/set-a/132819.txt
+++ /dev/null
@@ -1,429 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132819
-00:00,Age,83
-00:00,GCS,15
-00:00,Gender,1
-00:00,Height,-1
-00:00,HR,105
-00:00,ICUType,4
-00:00,NIDiasABP,54
-00:00,NIMAP,64
-00:00,NISysABP,97
-00:00,Temp,36.9
-00:00,Weight,90.2
-00:05,HR,110
-00:05,NIDiasABP,54
-00:05,NIMAP,64
-00:05,NISysABP,97
-00:10,HR,108
-00:10,NIDiasABP,59
-00:10,NIMAP,72
-00:10,NISysABP,107
-00:15,HR,106
-00:15,Weight,90.2
-00:20,HR,83
-00:20,Weight,90.2
-00:25,HR,78
-00:25,NIDiasABP,59
-00:25,NIMAP,72
-00:25,NISysABP,107
-00:25,Weight,90.2
-00:40,HR,85
-00:40,NIDiasABP,47
-00:40,NIMAP,57
-00:40,NISysABP,92
-00:40,Temp,36.2
-00:40,Weight,90.2
-00:55,HR,82
-00:55,NIDiasABP,46
-00:55,NIMAP,57
-00:55,NISysABP,89
-00:55,Weight,90.2
-01:10,HR,82
-01:10,NIDiasABP,43
-01:10,NIMAP,57
-01:10,NISysABP,97
-01:10,Weight,90.2
-01:40,GCS,15
-01:40,HR,82
-01:40,NIDiasABP,51
-01:40,NIMAP,61
-01:40,NISysABP,97
-01:40,Temp,36.9
-01:40,Urine,200
-01:40,Weight,90.2
-02:40,HR,77
-02:40,NIDiasABP,42
-02:40,NIMAP,56
-02:40,NISysABP,101
-02:40,Urine,40
-02:40,Weight,90.2
-03:10,HR,76
-03:10,NIDiasABP,66
-03:10,NIMAP,72
-03:10,NISysABP,88
-03:10,Weight,90.2
-03:40,HR,80
-03:40,NIDiasABP,50
-03:40,NIMAP,61
-03:40,NISysABP,101
-03:40,Temp,36.9
-03:40,Urine,15
-03:40,Weight,90.2
-03:50,BUN,15
-03:50,Creatinine,0.9
-03:50,Glucose,130
-03:50,HCO3,24
-03:50,HCT,27.7
-03:50,Mg,1.6
-03:50,Platelets,261
-03:50,K,4.2
-03:50,Na,141
-03:50,WBC,12.6
-04:40,HR,79
-04:40,NIDiasABP,51
-04:40,NIMAP,62
-04:40,NISysABP,98
-04:40,Urine,10
-04:40,Weight,90.2
-05:40,GCS,15
-05:40,HR,76
-05:40,NIDiasABP,48
-05:40,NIMAP,64
-05:40,NISysABP,109
-05:40,Temp,36.1
-05:40,Urine,45
-05:40,Weight,90.2
-06:40,HR,74
-06:40,NIDiasABP,47
-06:40,NIMAP,64
-06:40,NISysABP,112
-06:40,Weight,90.2
-06:49,HCT,28.6
-07:40,Urine,60
-09:10,HR,77
-09:10,NIDiasABP,43
-09:10,NIMAP,57
-09:10,NISysABP,97
-09:10,Weight,90.2
-09:40,GCS,15
-09:40,HR,78
-09:40,NIDiasABP,53
-09:40,NIMAP,65
-09:40,NISysABP,113
-09:40,Temp,36.7
-09:40,Urine,60
-09:40,Weight,90.2
-10:40,HR,81
-10:40,NIDiasABP,47
-10:40,NIMAP,61
-10:40,NISysABP,108
-10:40,Urine,20
-10:40,Weight,90.2
-11:05,HCT,27.7
-11:40,HR,81
-11:40,NIDiasABP,47
-11:40,NIMAP,59
-11:40,NISysABP,97
-11:40,Urine,20
-11:40,Weight,90.2
-12:40,HR,91
-12:40,NIDiasABP,34
-12:40,NIMAP,54
-12:40,NISysABP,108
-12:40,Urine,50
-12:40,Weight,90.2
-13:40,GCS,15
-13:40,HR,87
-13:40,NIDiasABP,54
-13:40,NIMAP,66
-13:40,NISysABP,110
-13:40,Temp,37.4
-13:40,Urine,32
-13:40,Weight,90.2
-14:40,HR,95
-14:40,NIDiasABP,54
-14:40,NIMAP,64
-14:40,NISysABP,96
-14:40,Urine,10
-14:40,Weight,90.2
-15:22,HCT,27.8
-15:40,HR,91
-15:40,NIDiasABP,52
-15:40,NIMAP,66
-15:40,NISysABP,110
-15:40,Urine,30
-15:40,Weight,90.2
-16:40,HR,96
-16:40,NIDiasABP,54
-16:40,NIMAP,70
-16:40,NISysABP,116
-16:40,Urine,12
-16:40,Weight,90.2
-17:40,GCS,15
-17:40,HR,92
-17:40,NIDiasABP,59
-17:40,NIMAP,73
-17:40,NISysABP,115
-17:40,Temp,36.3
-17:40,Urine,34
-17:40,Weight,90.2
-18:40,HR,94
-18:40,NIDiasABP,40
-18:40,NIMAP,59
-18:40,NISysABP,116
-18:40,Urine,25
-18:40,Weight,90.2
-19:01,HCT,29.7
-19:40,HR,86
-19:40,NIDiasABP,38
-19:40,NIMAP,61
-19:40,NISysABP,124
-19:40,Urine,45
-19:40,Weight,90.2
-20:40,HR,100
-20:40,NIDiasABP,64
-20:40,NIMAP,81
-20:40,NISysABP,133
-20:40,Urine,28
-20:40,Weight,90.2
-21:40,GCS,15
-21:40,HR,101
-21:40,NIDiasABP,57
-21:40,NIMAP,76
-21:40,NISysABP,132
-21:40,Temp,36.5
-21:40,Weight,90.2
-22:40,HR,108
-22:40,NIDiasABP,50
-22:40,NIMAP,60
-22:40,NISysABP,104
-22:40,Urine,60
-22:40,Weight,90.2
-23:40,HR,95
-23:40,NIDiasABP,55
-23:40,NIMAP,67
-23:40,NISysABP,102
-23:40,Urine,15
-23:40,Weight,90.2
-23:45,BUN,13
-23:45,Creatinine,0.9
-23:45,Glucose,112
-23:45,HCO3,22
-23:45,HCT,28.2
-23:45,Mg,1.5
-23:45,Platelets,282
-23:45,K,3.6
-23:45,Na,141
-23:45,WBC,22.7
-24:40,HR,97
-24:40,NIDiasABP,48
-24:40,NIMAP,60
-24:40,NISysABP,98
-24:40,Urine,20
-24:40,Weight,90.2
-25:40,GCS,15
-25:40,HR,91
-25:40,NIDiasABP,50
-25:40,NIMAP,60
-25:40,NISysABP,98
-25:40,Temp,37.1
-25:40,Urine,15
-25:40,Weight,90.2
-26:40,HR,91
-26:40,NIDiasABP,47
-26:40,NIMAP,56
-26:40,NISysABP,87
-26:40,Urine,10
-26:40,Weight,90.2
-27:24,HCT,26.9
-27:40,HR,89
-27:40,NIDiasABP,42
-27:40,NIMAP,57
-27:40,NISysABP,104
-27:40,Urine,20
-27:40,Weight,90.2
-28:40,HR,90
-28:40,NIDiasABP,48
-28:40,NIMAP,61
-28:40,NISysABP,97
-28:40,Urine,35
-28:40,Weight,90.2
-29:40,GCS,15
-29:40,HR,87
-29:40,NIDiasABP,46
-29:40,NIMAP,58
-29:40,NISysABP,100
-29:40,Temp,36.7
-29:40,Urine,20
-29:40,Weight,90.2
-30:40,HR,82
-30:40,NIDiasABP,46
-30:40,NIMAP,57
-30:40,NISysABP,94
-30:40,Urine,20
-30:40,Weight,90.2
-30:41,HCT,24.1
-31:40,GCS,15
-31:40,HR,89
-31:40,NIDiasABP,48
-31:40,NIMAP,60
-31:40,NISysABP,95
-31:40,Urine,10
-31:40,Weight,90.2
-32:40,HR,83
-32:40,NIDiasABP,46
-32:40,NIMAP,59
-32:40,NISysABP,107
-32:40,Urine,20
-32:40,Weight,90.2
-33:40,GCS,15
-33:40,HR,85
-33:40,NIDiasABP,73
-33:40,NIMAP,77
-33:40,NISysABP,99
-33:40,Temp,36.7
-33:40,Urine,10
-33:40,Weight,90.2
-34:40,HCT,27.8
-34:40,HR,87
-34:40,NIDiasABP,60
-34:40,NIMAP,75
-34:40,NISysABP,123
-34:40,Urine,10
-34:40,Weight,90.2
-35:40,GCS,15
-35:40,HR,87
-35:40,NIDiasABP,57
-35:40,NIMAP,71
-35:40,NISysABP,112
-35:40,Urine,33
-35:40,Weight,90.2
-36:40,HR,90
-36:40,NIDiasABP,55
-36:40,NIMAP,70
-36:40,NISysABP,112
-36:40,Urine,30
-36:40,Weight,90.2
-36:45,HR,85
-36:45,NIDiasABP,58
-36:45,NIMAP,70
-36:45,NISysABP,109
-36:45,Weight,90.2
-36:50,HR,87
-36:50,NIDiasABP,65
-36:50,NIMAP,73
-36:50,NISysABP,101
-36:50,Weight,90.2
-36:55,HR,90
-36:55,NIDiasABP,62
-36:55,NIMAP,74
-36:55,NISysABP,113
-36:55,Weight,90.2
-37:00,HR,90
-37:00,NIDiasABP,66
-37:00,NIMAP,80
-37:00,NISysABP,133
-37:00,Weight,90.2
-37:05,HR,87
-37:05,NIDiasABP,54
-37:05,NIMAP,68
-37:05,NISysABP,113
-37:05,Weight,90.2
-37:10,HR,90
-37:10,NIDiasABP,60
-37:10,NIMAP,76
-37:10,NISysABP,122
-37:10,Weight,90.2
-37:15,HR,90
-37:15,NIDiasABP,60
-37:15,NIMAP,74
-37:15,NISysABP,113
-37:15,Weight,90.2
-37:25,HR,85
-37:25,NIDiasABP,50
-37:25,NIMAP,65
-37:25,NISysABP,105
-37:25,Weight,90.2
-37:40,GCS,15
-37:40,HR,85
-37:40,NIDiasABP,46
-37:40,NIMAP,62
-37:40,NISysABP,109
-37:40,Temp,36.9
-37:40,Urine,20
-37:40,Weight,90.2
-37:55,HR,82
-37:55,NIDiasABP,54
-37:55,NIMAP,75
-37:55,NISysABP,132
-37:55,Weight,90.2
-38:10,HCT,27.8
-38:10,NIDiasABP,48
-38:10,NIMAP,65
-38:10,NISysABP,113
-38:25,NIDiasABP,57
-38:25,NIMAP,71
-38:25,NISysABP,113
-38:40,HR,85
-38:40,NIDiasABP,57
-38:40,NIMAP,71
-38:40,NISysABP,113
-38:40,Urine,10
-38:40,Weight,90.2
-39:40,HR,85
-39:40,NIDiasABP,63
-39:40,NIMAP,79
-39:40,NISysABP,121
-39:40,Urine,10
-39:40,Weight,90.2
-40:40,HR,84
-40:40,NIDiasABP,61
-40:40,NIMAP,76
-40:40,NISysABP,121
-40:40,Urine,22
-40:40,Weight,90.2
-41:40,GCS,15
-41:40,HR,98
-41:40,NIDiasABP,59
-41:40,NIMAP,73
-41:40,NISysABP,122
-41:40,Temp,36.7
-41:40,Weight,90.2
-42:40,HR,87
-42:40,NIDiasABP,49
-42:40,NIMAP,65
-42:40,NISysABP,117
-42:40,Weight,90.2
-43:06,BUN,10
-43:06,Creatinine,0.8
-43:06,Glucose,94
-43:06,HCO3,21
-43:06,HCT,29.9
-43:06,Mg,1.9
-43:06,K,3.5
-43:06,Na,143
-43:40,HR,92
-43:40,NIDiasABP,48
-43:40,NIMAP,63
-43:40,NISysABP,112
-43:40,Urine,60
-43:40,Weight,90.2
-44:40,HR,88
-44:40,NIDiasABP,53
-44:40,NIMAP,65
-44:40,NISysABP,99
-44:40,Weight,90.2
-45:40,GCS,14
-45:40,HR,93
-45:40,NIDiasABP,48
-45:40,NIMAP,65
-45:40,NISysABP,118
-45:40,Temp,36.4
-45:40,Weight,90.2
-46:40,HR,87
-46:40,NIDiasABP,57
-46:40,NIMAP,72
-46:40,NISysABP,122
-46:40,Urine,55
-47:40,HR,85
diff --git a/data/set-a/132821.txt b/data/set-a/132821.txt
deleted file mode 100644
index 9ed8e41e1a21f423fc73133be10930b3cf8ce07f..0000000000000000000000000000000000000000
--- a/data/set-a/132821.txt
+++ /dev/null
@@ -1,742 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132821
-00:00,Age,69
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,58.3
-00:14,GCS,15
-00:14,HR,119
-00:14,NIDiasABP,50
-00:14,NIMAP,65.33
-00:14,NISysABP,96
-00:14,Urine,625
-00:14,Weight,58.3
-00:44,HR,116
-00:44,NIDiasABP,55
-00:44,NIMAP,67.67
-00:44,NISysABP,93
-00:44,Weight,58.3
-01:14,HR,111
-01:14,NIDiasABP,50
-01:14,NIMAP,64.33
-01:14,NISysABP,93
-01:14,Weight,58.3
-01:44,HR,112
-01:44,NIDiasABP,51
-01:44,NIMAP,63
-01:44,NISysABP,87
-01:44,Weight,58.3
-01:54,Albumin,1.6
-01:54,ALP,97
-01:54,ALT,17
-01:54,AST,23
-01:54,Bilirubin,1.1
-01:54,BUN,23
-01:54,Creatinine,0.9
-01:54,Glucose,497
-01:54,HCO3,18
-01:54,HCT,28.6
-01:54,Mg,1.5
-01:54,Platelets,25
-01:54,K,3.4
-01:54,Na,144
-01:54,WBC,0.2
-02:14,HR,111
-02:14,NIDiasABP,42
-02:14,NIMAP,53
-02:14,NISysABP,75
-02:14,Urine,140
-02:14,Weight,58.3
-02:44,HR,112
-02:44,NIDiasABP,38
-02:44,NIMAP,50.33
-02:44,NISysABP,75
-02:44,Weight,58.3
-02:59,HR,118
-02:59,NIDiasABP,31
-02:59,NIMAP,46.67
-02:59,NISysABP,78
-02:59,Weight,58.3
-03:14,HR,124
-03:14,NIDiasABP,30
-03:14,NIMAP,41.33
-03:14,NISysABP,64
-03:14,Urine,25
-03:14,Weight,58.3
-03:29,FiO2,1
-03:29,HR,121
-03:29,NIDiasABP,44
-03:29,NIMAP,60.67
-03:29,NISysABP,94
-03:29,Weight,58.3
-03:44,HR,118
-03:44,NIDiasABP,55
-03:44,NIMAP,77.33
-03:44,NISysABP,122
-03:44,Weight,58.3
-03:59,HR,120
-03:59,NIDiasABP,51
-03:59,NIMAP,74.67
-03:59,NISysABP,122
-03:59,Weight,58.3
-04:14,HR,116
-04:14,NIDiasABP,62
-04:14,NIMAP,80.33
-04:14,NISysABP,117
-04:14,Urine,60
-04:14,Weight,58.3
-04:45,pH,7.33
-04:45,Lactate,8.7
-04:45,PaCO2,32
-04:45,PaO2,45
-04:59,HR,114
-04:59,NIDiasABP,51
-04:59,NIMAP,69.67
-04:59,NISysABP,107
-04:59,Weight,58.3
-05:14,HR,113
-05:14,NIDiasABP,49
-05:14,NIMAP,70.33
-05:14,NISysABP,113
-05:14,Urine,25
-05:14,Weight,58.3
-05:59,BUN,21
-05:59,Creatinine,0.8
-05:59,Glucose,322
-05:59,HCO3,16
-05:59,HCT,25.9
-05:59,Mg,1.4
-05:59,Platelets,69
-05:59,K,2.5
-05:59,Na,142
-05:59,WBC,0.3
-06:14,GCS,14
-06:14,HR,117
-06:14,NIDiasABP,47
-06:14,NIMAP,63
-06:14,NISysABP,95
-06:14,Urine,150
-06:14,Weight,58.3
-06:39,HR,114
-06:39,NIDiasABP,44
-06:39,NIMAP,58
-06:39,NISysABP,86
-06:39,Weight,58.3
-07:14,FiO2,1
-07:14,HR,113
-07:14,MechVent,1
-07:14,NIDiasABP,37
-07:14,NIMAP,52.33
-07:14,NISysABP,83
-07:14,Temp,35.5
-07:14,Urine,30
-07:14,Weight,58.3
-07:29,HR,114
-07:29,NIDiasABP,42
-07:29,NIMAP,57
-07:29,NISysABP,87
-07:29,Weight,58.3
-08:14,HR,109
-08:14,NIDiasABP,52
-08:14,NIMAP,64.67
-08:14,NISysABP,90
-08:14,Weight,58.3
-08:29,HR,104
-08:29,NIDiasABP,55
-08:29,NIMAP,65
-08:29,NISysABP,85
-08:29,Weight,58.3
-08:44,HR,103
-08:44,NIDiasABP,56
-08:44,NIMAP,66.33
-08:44,NISysABP,87
-08:44,Weight,58.3
-09:11,pH,7.34
-09:11,Lactate,9.7
-09:11,PaCO2,28
-09:11,PaO2,133
-09:11,SaO2,97
-09:14,DiasABP,64
-09:14,FiO2,0.8
-09:14,GCS,11
-09:14,HR,101
-09:14,MAP,78
-09:14,MechVent,1
-09:14,NIDiasABP,54
-09:14,NIMAP,65.33
-09:14,NISysABP,88
-09:14,SysABP,96
-09:14,Temp,35.7
-09:14,Urine,45
-09:14,Weight,58.3
-09:44,DiasABP,61
-09:44,HR,97
-09:44,MAP,73
-09:44,SysABP,89
-09:44,Weight,58.3
-10:14,DiasABP,60
-10:14,HR,95
-10:14,MAP,72
-10:14,SysABP,88
-10:14,Urine,45
-10:14,Weight,58.3
-10:34,pH,7.35
-10:34,Lactate,9.7
-10:34,PaCO2,28
-10:34,PaO2,73
-10:34,SaO2,95
-10:44,DiasABP,62
-10:44,FiO2,0.8
-10:44,HR,89
-10:44,MAP,72
-10:44,MechVent,1
-10:44,SysABP,88
-10:44,Temp,35.7
-10:44,Weight,58.3
-11:13,BUN,20
-11:13,Creatinine,0.7
-11:13,Glucose,121
-11:13,HCO3,14
-11:13,HCT,31.9
-11:13,Mg,2.1
-11:13,Platelets,62
-11:13,K,3.2
-11:13,Na,145
-11:13,WBC,0.4
-11:14,DiasABP,56
-11:14,HR,93
-11:14,MAP,64
-11:14,SysABP,76
-11:14,Urine,32
-11:14,Weight,58.3
-11:30,pH,7.31
-11:30,Lactate,8.5
-11:30,PaCO2,28
-11:30,PaO2,75
-11:30,SaO2,95
-11:44,DiasABP,63
-11:44,HR,91
-11:44,MAP,73
-11:44,MechVent,1
-11:44,SysABP,87
-11:44,Temp,35.7
-11:44,Weight,58.3
-12:14,DiasABP,63
-12:14,HR,95
-12:14,MAP,74
-12:14,MechVent,1
-12:14,SysABP,89
-12:14,Urine,17
-12:14,Weight,58.3
-12:35,pH,7.32
-12:35,Lactate,6.8
-12:35,PaCO2,29
-12:35,PaO2,80
-12:35,SaO2,95
-13:14,DiasABP,56
-13:14,FiO2,0.8
-13:14,GCS,10
-13:14,HR,106
-13:14,MAP,66
-13:14,MechVent,1
-13:14,SysABP,80
-13:14,Temp,36
-13:14,Urine,25
-13:14,Weight,58.3
-14:14,DiasABP,66
-14:14,HR,116
-14:14,MAP,77
-14:14,SysABP,95
-14:14,Temp,36.4
-14:14,Urine,0
-14:14,Weight,58.3
-15:14,DiasABP,61
-15:14,HR,110
-15:14,MAP,72
-15:14,SysABP,88
-15:14,Urine,14
-15:14,Weight,58.3
-16:06,BUN,21
-16:06,Creatinine,0.7
-16:06,Glucose,79
-16:06,HCO3,15
-16:06,HCT,37
-16:06,Mg,1.9
-16:06,Platelets,60
-16:06,K,4.7
-16:06,Na,144
-16:06,WBC,0.5
-16:14,DiasABP,62
-16:14,HR,94
-16:14,MAP,73
-16:14,SysABP,91
-16:14,Urine,28
-16:14,Weight,58.3
-16:18,pH,7.36
-16:18,Lactate,5.2
-16:18,PaCO2,30
-16:18,PaO2,70
-16:18,SaO2,95
-17:14,DiasABP,61
-17:14,FiO2,0.8
-17:14,GCS,9
-17:14,HR,103
-17:14,MAP,76
-17:14,MechVent,1
-17:14,SysABP,97
-17:14,Temp,36.8
-17:14,Urine,70
-17:14,Weight,58.3
-17:44,DiasABP,63
-17:44,HR,82
-17:44,MAP,76
-17:44,SysABP,99
-17:44,Weight,58.3
-18:14,DiasABP,65
-18:14,HR,81
-18:14,MAP,78
-18:14,SysABP,100
-18:14,Urine,0
-18:14,Weight,58.3
-18:44,DiasABP,63
-18:44,HR,80
-18:44,MAP,77
-18:44,SysABP,100
-18:44,Weight,58.3
-19:14,DiasABP,59
-19:14,HR,83
-19:14,MAP,71
-19:14,SysABP,91
-19:14,Temp,36.6
-19:14,Urine,0
-19:14,Weight,58.3
-19:30,pH,7.32
-19:30,Lactate,3.8
-19:30,PaCO2,31
-19:30,PaO2,91
-19:30,SaO2,95
-19:44,DiasABP,65
-19:44,HR,81
-19:44,MAP,81
-19:44,SysABP,106
-19:44,Weight,58.3
-20:06,HCT,32.4
-20:14,DiasABP,73
-20:14,HR,82
-20:14,MAP,93
-20:14,SysABP,124
-20:14,Urine,55
-20:14,Weight,58.3
-21:14,DiasABP,69
-21:14,FiO2,0.8
-21:14,HR,74
-21:14,MAP,88
-21:14,MechVent,1
-21:14,SysABP,121
-21:14,Urine,75
-21:14,Weight,58.3
-22:14,DiasABP,63
-22:14,GCS,9
-22:14,HR,79
-22:14,MAP,83
-22:14,SysABP,114
-22:14,Temp,36.1
-22:14,Urine,16
-22:14,Weight,58.3
-22:34,BUN,18
-22:34,Creatinine,0.7
-22:34,Glucose,103
-22:34,HCO3,15
-22:34,HCT,35.1
-22:34,Mg,1.8
-22:34,Platelets,42
-22:34,K,4.4
-22:34,Na,145
-22:34,WBC,0.9
-23:14,DiasABP,61
-23:14,HR,65
-23:14,MAP,81
-23:14,SysABP,115
-23:14,Urine,10
-23:14,Weight,58.3
-23:29,DiasABP,66
-23:29,HR,78
-23:29,MAP,87
-23:29,SysABP,120
-23:29,Weight,58.3
-24:14,DiasABP,60
-24:14,HR,71
-24:14,MAP,80
-24:14,SysABP,113
-24:14,Urine,30
-24:14,Weight,58.3
-24:44,DiasABP,56
-24:44,HR,76
-24:44,MAP,74
-24:44,SysABP,101
-24:44,Weight,58.3
-25:14,DiasABP,60
-25:14,FiO2,0.8
-25:14,HR,80
-25:14,MAP,80
-25:14,MechVent,1
-25:14,SysABP,110
-25:14,Urine,17
-25:14,Weight,58.3
-26:14,DiasABP,50
-26:14,GCS,9
-26:14,HR,73
-26:14,MAP,66
-26:14,SysABP,91
-26:14,Temp,35.7
-26:14,Urine,32
-26:14,Weight,58.3
-26:59,DiasABP,71
-26:59,HR,80
-26:59,MAP,93
-26:59,SysABP,123
-26:59,Weight,58.3
-27:14,DiasABP,66
-27:14,HR,84
-27:14,MAP,85
-27:14,SysABP,111
-27:14,Urine,20
-27:14,Weight,58.3
-27:29,MechVent,1
-28:14,DiasABP,59
-28:14,FiO2,0.8
-28:14,HR,77
-28:14,MAP,77
-28:14,MechVent,1
-28:14,SysABP,104
-28:14,Urine,20
-28:14,Weight,58.3
-28:29,BUN,18
-28:29,Creatinine,0.8
-28:29,Glucose,127
-28:29,HCO3,13
-28:29,HCT,31.8
-28:29,Mg,1.9
-28:29,Platelets,60
-28:29,K,4.4
-28:29,Na,143
-28:29,WBC,0.5
-28:46,pH,7.34
-28:46,PaCO2,27
-28:46,PaO2,71
-29:14,DiasABP,53
-29:14,HR,81
-29:14,MAP,68
-29:14,SysABP,91
-29:14,Urine,24
-29:14,Weight,58.3
-29:59,DiasABP,54
-29:59,HR,74
-29:59,MAP,63
-29:59,SysABP,86
-29:59,Weight,58.3
-30:14,DiasABP,60
-30:14,HR,78
-30:14,MAP,79
-30:14,SysABP,109
-30:14,Urine,20
-30:14,Weight,58.3
-31:14,DiasABP,49
-31:14,HR,82
-31:14,MAP,64
-31:14,SysABP,86
-31:14,Urine,20
-31:14,Weight,58.3
-32:14,DiasABP,49
-32:14,HR,82
-32:14,MAP,65
-32:14,SysABP,88
-32:14,Urine,0
-32:14,Weight,58.3
-32:58,Lactate,6.8
-33:14,DiasABP,49
-33:14,FiO2,0.8
-33:14,GCS,8
-33:14,HR,86
-33:14,MAP,66
-33:14,MechVent,1
-33:14,SysABP,94
-33:14,Temp,36.2
-33:14,Urine,28
-33:14,Weight,58.3
-34:14,DiasABP,52
-34:14,FiO2,0.7
-34:14,HR,82
-34:14,MAP,67
-34:14,SysABP,92
-34:14,Urine,24
-34:14,Weight,58.3
-34:44,DiasABP,51
-34:44,HR,106
-34:44,MAP,67
-34:44,SysABP,108
-34:44,Weight,58.3
-35:14,Urine,15
-35:44,DiasABP,48
-35:44,HR,116
-35:44,MAP,66
-35:44,SysABP,102
-35:44,Weight,58.3
-35:59,DiasABP,52
-35:59,HR,112
-35:59,MAP,70
-35:59,SysABP,114
-35:59,Weight,58.3
-36:14,DiasABP,50
-36:14,HR,107
-36:14,MAP,67
-36:14,SysABP,98
-36:14,Urine,0
-36:14,Weight,58.3
-36:31,pH,7.3
-36:31,Lactate,7.8
-36:31,PaCO2,27
-36:31,PaO2,71
-36:31,SaO2,93
-36:44,DiasABP,55
-36:44,HR,108
-36:44,MAP,73
-36:44,SysABP,115
-36:44,Weight,58.3
-37:14,DiasABP,51
-37:14,FiO2,0.7
-37:14,GCS,7
-37:14,HR,111
-37:14,MAP,66
-37:14,MechVent,1
-37:14,SysABP,100
-37:14,Temp,35.7
-37:14,Urine,0
-37:14,Weight,58.3
-37:44,DiasABP,58
-37:44,HR,122
-37:44,MAP,78
-37:44,SysABP,115
-37:44,Weight,58.3
-37:59,DiasABP,42
-37:59,HR,108
-37:59,MAP,55
-37:59,SysABP,83
-37:59,Weight,58.3
-38:14,DiasABP,44
-38:14,HR,104
-38:14,MAP,58
-38:14,SysABP,87
-38:14,Urine,90
-38:14,Weight,58.3
-38:19,DiasABP,41
-38:19,HR,101
-38:19,MAP,55
-38:19,SysABP,78
-38:19,Weight,58.3
-38:24,BUN,18
-38:24,Creatinine,0.9
-38:24,Glucose,123
-38:24,HCO3,12
-38:24,HCT,30.4
-38:24,Mg,1.7
-38:24,Platelets,35
-38:24,K,4.3
-38:24,Na,141
-38:24,WBC,0.5
-38:29,DiasABP,47
-38:29,HR,100
-38:29,MAP,65
-38:29,SysABP,94
-38:29,Weight,58.3
-38:44,DiasABP,42
-38:44,HR,103
-38:44,MAP,55
-38:44,SysABP,79
-38:44,Weight,58.3
-38:59,DiasABP,47
-38:59,HR,101
-38:59,MAP,65
-38:59,SysABP,94
-38:59,Weight,58.3
-39:04,pH,7.25
-39:04,Lactate,9.8
-39:04,PaCO2,28
-39:04,PaO2,68
-39:04,SaO2,93
-39:14,DiasABP,54
-39:14,FiO2,1
-39:14,HR,97
-39:14,MAP,78
-39:14,SysABP,115
-39:14,Urine,35
-39:14,Weight,58.3
-39:29,DiasABP,53
-39:29,HR,96
-39:29,MAP,72
-39:29,SysABP,101
-39:29,Weight,58.3
-40:14,DiasABP,49
-40:14,FiO2,1
-40:14,HR,96
-40:14,MAP,64
-40:14,MechVent,1
-40:14,SysABP,88
-40:14,Temp,36
-40:14,Urine,2
-40:14,Weight,58.3
-40:29,DiasABP,47
-40:29,HR,97
-40:29,MAP,62
-40:29,SysABP,82
-40:29,Weight,58.3
-40:34,DiasABP,56
-40:34,HR,96
-40:34,MAP,77
-40:34,SysABP,108
-40:34,Weight,58.3
-40:39,DiasABP,47
-40:39,HR,96
-40:39,MAP,55
-40:39,SysABP,77
-40:39,Weight,58.3
-40:44,DiasABP,52
-40:44,HR,98
-40:44,MAP,71
-40:44,SysABP,100
-40:44,Weight,58.3
-40:49,DiasABP,71
-40:49,HR,92
-40:49,MAP,104
-40:49,SysABP,151
-40:49,Weight,58.3
-40:50,pH,7.27
-40:50,Lactate,9.9
-40:50,PaCO2,27
-40:50,PaO2,75
-40:50,SaO2,95
-40:54,DiasABP,40
-40:54,HR,104
-40:54,MAP,55
-40:54,SysABP,77
-40:54,Weight,58.3
-40:59,DiasABP,55
-40:59,HR,101
-40:59,MAP,73
-40:59,SysABP,101
-40:59,Weight,58.3
-41:04,DiasABP,57
-41:04,HR,106
-41:04,MAP,75
-41:04,SysABP,101
-41:04,Weight,58.3
-41:09,DiasABP,59
-41:09,HR,102
-41:09,MAP,78
-41:09,SysABP,107
-41:09,Weight,58.3
-41:14,DiasABP,62
-41:14,GCS,7
-41:14,HR,101
-41:14,MAP,84
-41:14,SysABP,118
-41:14,Temp,36.5
-41:14,Urine,20
-41:14,Weight,58.3
-41:29,DiasABP,64
-41:29,HR,101
-41:29,MAP,86
-41:29,SysABP,119
-41:29,Weight,58.3
-41:44,DiasABP,57
-41:44,HR,104
-41:44,MAP,74
-41:44,SysABP,100
-41:44,Weight,58.3
-42:14,DiasABP,61
-42:14,HR,102
-42:14,MAP,81
-42:14,SysABP,110
-42:14,Temp,37.2
-42:14,Urine,15
-42:29,BUN,16
-42:29,Creatinine,0.9
-42:29,Glucose,208
-42:29,HCO3,12
-42:29,HCT,30.4
-42:29,Mg,1.7
-42:29,Platelets,139
-42:29,K,4.5
-42:29,Na,141
-42:29,WBC,0.7
-42:42,pH,7.25
-42:42,Lactate,10.7
-42:42,PaCO2,29
-42:42,PaO2,86
-42:42,SaO2,96
-43:14,DiasABP,50
-43:14,HR,112
-43:14,MAP,61
-43:14,SysABP,79
-43:14,Urine,0
-43:14,Weight,58.3
-43:29,DiasABP,50
-43:29,HR,112
-43:29,MAP,62
-43:29,SysABP,79
-43:29,Weight,58.3
-43:44,DiasABP,53
-43:44,HR,155
-43:44,MAP,65
-43:44,SysABP,84
-43:44,Weight,58.3
-43:59,DiasABP,50
-43:59,HR,107
-43:59,MAP,60
-43:59,SysABP,77
-43:59,Weight,58.3
-44:14,DiasABP,54
-44:14,HR,109
-44:14,MAP,66
-44:14,SysABP,86
-44:14,Urine,2
-44:14,Weight,58.3
-45:14,DiasABP,53
-45:14,FiO2,1
-45:14,GCS,7
-45:14,HR,108
-45:14,MAP,64
-45:14,MechVent,1
-45:14,SysABP,82
-45:14,Temp,37.4
-45:14,Urine,0
-45:14,Weight,58.3
-45:44,DiasABP,51
-45:44,HR,111
-45:44,MAP,62
-45:44,SysABP,78
-45:44,Weight,58.3
-45:59,BUN,18
-45:59,Creatinine,1
-45:59,Glucose,223
-45:59,HCO3,11
-45:59,Mg,1.7
-45:59,K,4.4
-45:59,Na,139
-46:14,DiasABP,54
-46:14,HR,109
-46:14,MAP,66
-46:14,SysABP,86
-46:14,Urine,0
-46:14,Weight,58.3
-46:17,pH,7.26
-46:17,Lactate,11.6
-46:17,PaCO2,28
-46:17,PaO2,84
-47:14,DiasABP,51
-47:14,HR,108
-47:14,MAP,62
-47:14,SysABP,79
-47:14,Urine,0
-47:14,Weight,58.3
diff --git a/data/set-a/132826.txt b/data/set-a/132826.txt
deleted file mode 100644
index 2bdb5c4b9680bb6a2d66c7f95594a410a503caee..0000000000000000000000000000000000000000
--- a/data/set-a/132826.txt
+++ /dev/null
@@ -1,365 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132826
-00:00,Age,56
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,60
-00:04,HR,106
-00:04,NIDiasABP,90
-00:04,NIMAP,107
-00:04,NISysABP,141
-00:04,Temp,37
-00:04,Urine,180
-00:09,GCS,15
-01:08,pH,7.22
-01:08,PaCO2,37
-01:08,PaO2,84
-01:09,DiasABP,51
-01:09,HR,102
-01:09,MAP,81
-01:09,SysABP,135
-01:09,Urine,50
-02:08,Lactate,0.9
-02:09,DiasABP,52
-02:09,HR,101
-02:09,MAP,80
-02:09,SysABP,129
-02:39,pH,7.24
-02:39,PaCO2,41
-02:39,PaO2,135
-03:09,DiasABP,64
-03:09,FiO2,0.4
-03:09,HR,105
-03:09,MAP,94
-03:09,MechVent,1
-03:09,SysABP,144
-03:09,Urine,60
-04:09,DiasABP,59
-04:09,FiO2,0.5
-04:09,HR,90
-04:09,MAP,89
-04:09,MechVent,1
-04:09,SysABP,133
-04:09,Temp,36.6
-04:09,Urine,60
-04:54,pH,7.24
-04:54,PaCO2,43
-04:54,PaO2,152
-05:09,DiasABP,60
-05:09,HR,80
-05:09,MAP,88
-05:09,SysABP,136
-05:09,Urine,130
-06:09,DiasABP,60
-06:09,FiO2,0.5
-06:09,GCS,4
-06:09,HR,82
-06:09,MAP,90
-06:09,MechVent,1
-06:09,SysABP,135
-06:09,Temp,36.2
-06:09,Urine,90
-07:09,DiasABP,55
-07:09,HR,82
-07:09,MAP,83
-07:09,SysABP,124
-07:09,Urine,70
-07:46,pH,7.24
-07:46,PaCO2,40
-07:46,PaO2,109
-08:09,DiasABP,55
-08:09,GCS,10
-08:09,HR,87
-08:09,MAP,83
-08:09,SysABP,124
-08:09,Urine,60
-09:09,DiasABP,51
-09:09,HR,76
-09:09,MAP,75
-09:09,SysABP,116
-09:09,Urine,85
-10:09,DiasABP,52
-10:09,FiO2,0.5
-10:09,GCS,4
-10:09,HR,80
-10:09,MAP,77
-10:09,MechVent,1
-10:09,SysABP,117
-10:09,Temp,36.3
-10:09,Urine,80
-11:09,DiasABP,51
-11:09,HR,78
-11:09,MAP,77
-11:09,SysABP,116
-11:09,Urine,90
-12:09,DiasABP,53
-12:09,HR,77
-12:09,MAP,80
-12:09,SysABP,121
-12:09,Urine,60
-13:09,DiasABP,52
-13:09,HR,77
-13:09,MAP,78
-13:09,SysABP,121
-13:09,Urine,60
-14:01,pH,7.32
-14:01,PaCO2,46
-14:01,PaO2,92
-14:09,DiasABP,54
-14:09,FiO2,0.5
-14:09,GCS,6
-14:09,HR,82
-14:09,MAP,80
-14:09,MechVent,1
-14:09,SysABP,124
-14:09,Temp,36.6
-14:09,Urine,70
-14:51,ALP,63
-14:51,ALT,9
-14:51,AST,15
-14:51,Bilirubin,0.4
-14:51,BUN,37
-14:51,Creatinine,2.5
-14:51,Glucose,53
-14:51,HCO3,22
-14:51,HCT,30.7
-14:51,Mg,1.8
-14:51,Platelets,114
-14:51,K,4.1
-14:51,Na,153
-14:51,WBC,10.3
-15:09,DiasABP,54
-15:09,HR,81
-15:09,MAP,198
-15:09,SysABP,120
-15:09,Urine,60
-16:09,DiasABP,53
-16:09,HR,78
-16:09,MAP,79
-16:09,SysABP,122
-16:09,Urine,120
-18:09,DiasABP,54
-18:09,FiO2,0.5
-18:09,GCS,11
-18:09,HR,80
-18:09,MAP,82
-18:09,MechVent,1
-18:09,SysABP,124
-18:09,Temp,36.6
-18:09,Urine,190
-18:09,Weight,62.9
-19:09,DiasABP,58
-19:09,HR,95
-19:09,MAP,84
-19:09,SysABP,123
-19:09,Weight,62.9
-20:09,DiasABP,56
-20:09,HR,93
-20:09,MAP,82
-20:09,SysABP,121
-20:09,Urine,140
-20:09,Weight,62.9
-21:09,DiasABP,50
-21:09,HR,90
-21:09,MAP,72
-21:09,SysABP,107
-21:09,Weight,62.9
-22:09,DiasABP,52
-22:09,FiO2,0.5
-22:09,GCS,11
-22:09,HR,83
-22:09,MAP,76
-22:09,MechVent,1
-22:09,SysABP,114
-22:09,Temp,36.8
-22:09,Urine,160
-22:09,Weight,62.9
-22:46,pH,7.3
-22:46,PaCO2,43
-22:46,PaO2,152
-23:09,DiasABP,56
-23:09,HR,76
-23:09,MAP,81
-23:09,SysABP,125
-23:09,Weight,62.9
-24:09,DiasABP,53
-24:09,HR,77
-24:09,MAP,78
-24:09,SysABP,119
-24:09,Urine,390
-24:09,Weight,62.9
-25:09,DiasABP,56
-25:09,HR,79
-25:09,MAP,83
-25:09,SysABP,126
-25:09,Weight,62.9
-26:09,DiasABP,55
-26:09,FiO2,0.5
-26:09,HR,80
-26:09,MAP,79
-26:09,MechVent,1
-26:09,SysABP,118
-26:09,Temp,36.6
-26:09,Urine,60
-26:09,Weight,62.9
-27:09,DiasABP,54
-27:09,HR,89
-27:09,MAP,78
-27:09,SysABP,115
-27:09,Weight,62.9
-28:09,DiasABP,54
-28:09,HR,85
-28:09,MAP,80
-28:09,SysABP,123
-28:09,Urine,200
-28:09,Weight,62.9
-28:13,pH,7.27
-28:13,PaCO2,46
-28:13,PaO2,152
-29:09,DiasABP,55
-29:09,HR,89
-29:09,MAP,82
-29:09,SysABP,122
-29:09,Urine,110
-29:09,Weight,62.9
-29:13,Lactate,1
-30:09,DiasABP,56
-30:09,FiO2,0.5
-30:09,GCS,10
-30:09,HR,89
-30:09,MAP,83
-30:09,MechVent,1
-30:09,SysABP,124
-30:09,Temp,36.6
-30:09,Urine,120
-30:09,Weight,62.9
-31:09,DiasABP,58
-31:09,HR,91
-31:09,MAP,85
-31:09,SysABP,124
-31:09,Weight,62.9
-32:09,DiasABP,59
-32:09,HR,92
-32:09,MAP,88
-32:09,SysABP,129
-32:09,Urine,240
-32:09,Weight,62.9
-33:09,DiasABP,58
-33:09,HR,85
-33:09,MAP,87
-33:09,SysABP,132
-33:09,Weight,62.9
-34:09,DiasABP,59
-34:09,FiO2,0.5
-34:09,GCS,9
-34:09,HR,85
-34:09,MAP,91
-34:09,MechVent,1
-34:09,SysABP,138
-34:09,Temp,37.4
-34:09,Urine,320
-34:09,Weight,62.9
-35:09,DiasABP,58
-35:09,HR,85
-35:09,MAP,88
-35:09,SysABP,135
-35:09,Weight,62.9
-36:09,DiasABP,57
-36:09,HR,85
-36:09,MAP,86
-36:09,SysABP,132
-36:09,Urine,240
-36:09,Weight,62.9
-37:09,DiasABP,56
-37:09,HR,82
-37:09,MAP,87
-37:09,SysABP,136
-37:09,Weight,62.9
-37:24,pH,7.3
-37:24,PaCO2,46
-37:24,PaO2,115
-38:09,BUN,34
-38:09,Creatinine,2.4
-38:09,DiasABP,56
-38:09,GCS,9
-38:09,Glucose,155
-38:09,HCO3,23
-38:09,HCT,31.2
-38:09,HR,84
-38:09,Mg,1.7
-38:09,MAP,87
-38:09,Platelets,85
-38:09,K,4.2
-38:09,Na,152
-38:09,SysABP,135
-38:09,Temp,37.1
-38:09,Urine,220
-38:09,WBC,8.3
-38:09,Weight,62.9
-38:29,FiO2,0.5
-38:29,MechVent,1
-39:09,DiasABP,65
-39:09,HR,97
-39:09,MAP,99
-39:09,SysABP,149
-39:09,Urine,400
-39:09,Weight,62.9
-40:09,DiasABP,57
-40:09,HR,82
-40:09,MAP,86
-40:09,SysABP,133
-40:09,Urine,120
-40:09,Weight,62.9
-41:09,DiasABP,63
-41:09,HR,86
-41:09,MAP,97
-41:09,SysABP,146
-41:09,Weight,62.9
-42:09,DiasABP,66
-42:09,FiO2,0.5
-42:09,GCS,9
-42:09,HR,95
-42:09,MAP,105
-42:09,MechVent,1
-42:09,SysABP,157
-42:09,Temp,37.5
-42:09,Urine,320
-42:09,Weight,62.9
-43:09,DiasABP,60
-43:09,HR,95
-43:09,MAP,93
-43:09,SysABP,139
-43:09,Urine,130
-43:09,Weight,62.9
-43:23,pH,7.33
-43:23,PaCO2,45
-43:23,PaO2,102
-44:09,DiasABP,55
-44:09,HR,91
-44:09,MAP,83
-44:09,SysABP,127
-44:09,Urine,225
-44:09,Weight,62.9
-45:09,DiasABP,60
-45:09,HR,93
-45:09,MAP,89
-45:09,SysABP,134
-45:09,Urine,160
-45:09,Weight,62.9
-46:09,DiasABP,57
-46:09,FiO2,0.5
-46:09,GCS,10
-46:09,HR,86
-46:09,MAP,88
-46:09,MechVent,1
-46:09,SysABP,137
-46:09,Temp,37.1
-46:09,Urine,180
-46:09,Weight,62.9
-47:09,DiasABP,53
-47:09,HR,76
-47:09,MAP,80
-47:09,SysABP,128
-47:09,Urine,80
-47:09,Weight,62.9
diff --git a/data/set-a/132827.txt b/data/set-a/132827.txt
deleted file mode 100644
index ae82fb68645a6e57658b3d5138b57f62211e7541..0000000000000000000000000000000000000000
--- a/data/set-a/132827.txt
+++ /dev/null
@@ -1,407 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132827
-00:00,Age,53
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,87.8
-01:08,GCS,15
-01:08,HR,99
-01:08,NIDiasABP,88
-01:08,NIMAP,93
-01:08,NISysABP,118
-01:08,Temp,37.1
-01:08,Weight,87.8
-01:53,HR,99
-01:53,NIDiasABP,67
-01:53,NIMAP,78
-01:53,NISysABP,114
-01:53,Weight,87.8
-02:53,HR,85
-02:53,NIDiasABP,69
-02:53,NIMAP,79
-02:53,NISysABP,118
-02:53,Weight,87.8
-03:53,HR,95
-03:53,NIDiasABP,61
-03:53,NIMAP,74
-03:53,NISysABP,115
-03:53,Weight,87.8
-04:53,GCS,15
-04:53,HR,96
-04:53,NIDiasABP,80
-04:53,NISysABP,130
-04:53,Temp,37
-04:53,Urine,350
-04:53,Weight,87.8
-05:53,HR,95
-05:53,NIDiasABP,73
-05:53,NISysABP,117
-05:53,Weight,87.8
-06:05,HCT,29.9
-06:53,HR,90
-06:53,NIDiasABP,90
-06:53,NISysABP,129
-06:53,Weight,87.8
-07:53,HR,93
-07:53,Weight,87.8
-08:53,GCS,15
-08:53,HR,92
-08:53,NIDiasABP,82
-08:53,NIMAP,90
-08:53,NISysABP,118
-08:53,Temp,37.1
-08:53,Urine,100
-08:53,Weight,87.8
-09:53,HR,102
-09:53,NIDiasABP,63
-09:53,NIMAP,76
-09:53,NISysABP,114
-09:53,Weight,87.8
-10:53,HR,97
-10:53,Weight,87.8
-11:53,HCT,23.1
-11:53,HR,95
-11:53,NIDiasABP,62
-11:53,NIMAP,73
-11:53,NISysABP,106
-11:53,Weight,87.8
-12:53,GCS,15
-12:53,HR,118
-12:53,Weight,87.8
-13:53,HR,102
-13:53,Weight,87.8
-14:31,HCT,21.5
-14:53,NIDiasABP,55
-14:53,NIMAP,72
-14:53,NISysABP,125
-15:53,HR,121
-15:53,NIDiasABP,71
-15:53,NIMAP,91
-15:53,NISysABP,129
-15:53,Weight,87.8
-16:53,GCS,15
-16:53,HR,121
-16:53,Weight,87.8
-19:53,HR,118
-19:53,NIDiasABP,60
-19:53,NIMAP,74
-19:53,NISysABP,118
-19:53,Weight,87.8
-20:24,BUN,10
-20:24,Creatinine,0.6
-20:24,Glucose,99
-20:24,HCO3,23
-20:24,HCT,13.7
-20:24,Mg,1.3
-20:24,Platelets,168
-20:24,K,3.5
-20:24,Na,136
-20:24,WBC,2.9
-20:53,DiasABP,56
-20:53,GCS,15
-20:53,HR,119
-20:53,MAP,74
-20:53,NIDiasABP,51
-20:53,NIMAP,60
-20:53,NISysABP,92
-20:53,SysABP,108
-20:53,Urine,250
-20:53,Weight,87.8
-20:59,BUN,10
-20:59,Creatinine,0.7
-20:59,Glucose,93
-20:59,HCO3,19
-20:59,HCT,17
-20:59,Mg,1.4
-20:59,Platelets,224
-20:59,K,3.9
-20:59,Na,136
-20:59,WBC,6.1
-23:22,pH,7.4
-23:22,PaCO2,39
-23:22,PaO2,417
-23:53,FiO2,0.5
-23:53,MechVent,1
-24:08,DiasABP,65
-24:08,HR,98
-24:08,MAP,88
-24:08,SysABP,131
-24:08,Temp,35.9
-24:08,Urine,500
-24:08,Weight,87.8
-24:22,Lactate,1.3
-24:23,DiasABP,61
-24:23,HR,104
-24:23,MAP,86
-24:23,SysABP,130
-24:23,Weight,87.8
-24:38,DiasABP,53
-24:38,HR,110
-24:38,MAP,70
-24:38,NIDiasABP,65
-24:38,NIMAP,81
-24:38,NISysABP,131
-24:38,SysABP,131
-24:38,Weight,87.8
-24:53,DiasABP,49
-24:53,GCS,10
-24:53,HR,112
-24:53,MAP,66
-24:53,SysABP,118
-24:53,Urine,35
-24:53,Weight,98
-24:58,DiasABP,46
-24:58,HR,111
-24:58,MAP,61
-24:58,SysABP,108
-25:03,DiasABP,43
-25:03,HR,110
-25:03,MAP,57
-25:03,NIDiasABP,48
-25:03,NIMAP,58
-25:03,NISysABP,89
-25:03,SysABP,97
-25:05,pH,7.38
-25:05,PaCO2,40
-25:05,PaO2,237
-25:08,DiasABP,40
-25:08,HR,109
-25:08,MAP,54
-25:08,NIDiasABP,48
-25:08,NIMAP,58
-25:08,NISysABP,89
-25:08,SysABP,91
-25:08,Weight,98
-25:23,DiasABP,53
-25:23,HR,106
-25:23,MAP,72
-25:23,SysABP,120
-25:23,Weight,98
-25:38,DiasABP,61
-25:38,HR,105
-25:38,MAP,80
-25:38,SysABP,127
-25:38,Weight,98
-25:42,BUN,12
-25:42,Creatinine,0.7
-25:42,Glucose,178
-25:42,HCO3,20
-25:42,HCT,14.8
-25:42,Mg,1.3
-25:42,Platelets,283
-25:42,K,3.5
-25:42,Na,140
-25:42,WBC,16.6
-25:53,DiasABP,66
-25:53,HR,109
-25:53,MAP,88
-25:53,SysABP,145
-25:53,Urine,30
-25:53,Weight,98
-26:05,Lactate,1.4
-26:08,DiasABP,62
-26:08,HR,104
-26:08,MAP,82
-26:08,SysABP,131
-26:08,Weight,98
-26:23,DiasABP,56
-26:23,HR,107
-26:23,MAP,74
-26:23,NIDiasABP,60
-26:23,NIMAP,72
-26:23,NISysABP,112
-26:23,SysABP,133
-26:23,Weight,98
-26:53,DiasABP,60
-26:53,HR,110
-26:53,MAP,78
-26:53,NIDiasABP,63
-26:53,NIMAP,74
-26:53,NISysABP,116
-26:53,SysABP,131
-26:53,Urine,50
-26:53,Weight,98
-27:53,DiasABP,63
-27:53,HR,118
-27:53,MAP,83
-27:53,NIDiasABP,63
-27:53,NIMAP,74
-27:53,NISysABP,116
-27:53,SysABP,142
-27:53,Urine,60
-27:53,Weight,98
-28:53,DiasABP,71
-28:53,FiO2,0.4
-28:53,GCS,9
-28:53,HR,120
-28:53,MAP,87
-28:53,MechVent,1
-28:53,NIDiasABP,61
-28:53,NIMAP,71
-28:53,NISysABP,105
-28:53,SysABP,141
-28:53,Temp,36.2
-28:53,Urine,60
-28:53,Weight,98
-29:53,DiasABP,64
-29:53,HR,119
-29:53,MAP,84
-29:53,NIDiasABP,61
-29:53,NIMAP,72
-29:53,NISysABP,112
-29:53,SysABP,133
-29:53,Urine,30
-29:53,Weight,98
-30:45,HCT,14.2
-30:53,DiasABP,60
-30:53,HR,118
-30:53,MAP,85
-30:53,NIDiasABP,65
-30:53,NIMAP,76
-30:53,NISysABP,119
-30:53,SysABP,150
-30:53,Urine,35
-30:53,Weight,98
-31:36,Mg,2.5
-31:36,K,4.4
-31:53,DiasABP,64
-31:53,HR,122
-31:53,MAP,84
-31:53,NIDiasABP,68
-31:53,NIMAP,79
-31:53,NISysABP,120
-31:53,SysABP,129
-31:53,Urine,100
-31:53,Weight,98
-32:53,DiasABP,59
-32:53,FiO2,0.4
-32:53,GCS,9
-32:53,HR,125
-32:53,MAP,79
-32:53,MechVent,1
-32:53,NIDiasABP,55
-32:53,NIMAP,69
-32:53,NISysABP,125
-32:53,SysABP,128
-32:53,Temp,36.8
-32:53,Urine,25
-32:53,Weight,98
-33:53,DiasABP,60
-33:53,HR,124
-33:53,MAP,81
-33:53,SysABP,128
-33:53,Urine,50
-33:53,Weight,98
-34:53,pH,7.4
-34:53,DiasABP,60
-34:53,HR,126
-34:53,MAP,82
-34:53,PaCO2,40
-34:53,PaO2,191
-34:53,SysABP,132
-34:53,Urine,35
-34:53,Weight,98
-35:53,DiasABP,57
-35:53,HCT,12.7
-35:53,HR,123
-35:53,MAP,78
-35:53,SysABP,122
-35:53,Urine,30
-35:53,Weight,98
-36:53,DiasABP,58
-36:53,FiO2,0.4
-36:53,GCS,9
-36:53,HR,121
-36:53,MAP,79
-36:53,MechVent,1
-36:53,SysABP,124
-36:53,Temp,37.2
-36:53,Urine,35
-36:53,Weight,98
-37:53,DiasABP,57
-37:53,HR,121
-37:53,MAP,77
-37:53,SysABP,122
-37:53,Urine,115
-37:53,Weight,98
-38:53,DiasABP,55
-38:53,HR,118
-38:53,MAP,75
-38:53,SysABP,118
-38:53,Urine,25
-38:53,Weight,98
-39:53,DiasABP,56
-39:53,HR,118
-39:53,MAP,77
-39:53,SysABP,119
-39:53,Urine,35
-39:53,Weight,98
-40:53,DiasABP,57
-40:53,FiO2,0.4
-40:53,GCS,9
-40:53,HR,118
-40:53,MAP,80
-40:53,MechVent,1
-40:53,SysABP,123
-40:53,Temp,37
-40:53,Urine,40
-40:53,Weight,98
-41:04,pH,7.37
-41:04,PaCO2,36
-41:04,PaO2,211
-41:53,DiasABP,55
-41:53,HR,118
-41:53,MAP,77
-41:53,SysABP,119
-41:53,Urine,25
-41:53,Weight,98
-41:55,BUN,15
-41:55,Creatinine,1
-41:55,Glucose,154
-41:55,HCO3,22
-41:55,HCT,11.8
-41:55,Mg,2.4
-41:55,Platelets,198
-41:55,K,4.5
-41:55,Na,138
-41:55,WBC,12.6
-42:53,DiasABP,59
-42:53,HR,115
-42:53,MAP,82
-42:53,SysABP,128
-42:53,Urine,40
-42:53,Weight,98
-43:53,DiasABP,58
-43:53,HR,111
-43:53,MAP,80
-43:53,SysABP,125
-43:53,Urine,30
-43:53,Weight,98
-44:53,DiasABP,60
-44:53,FiO2,0.4
-44:53,GCS,7
-44:53,HR,112
-44:53,MAP,81
-44:53,MechVent,1
-44:53,SysABP,125
-44:53,Temp,36.8
-44:53,Weight,98
-45:48,MechVent,1
-45:53,DiasABP,66
-45:53,HR,114
-45:53,MAP,93
-45:53,SysABP,144
-45:53,Urine,130
-45:53,Weight,98
-46:53,DiasABP,67
-46:53,HR,120
-46:53,MAP,93
-46:53,SysABP,145
-46:53,Urine,80
-46:53,Weight,98
-47:53,DiasABP,65
-47:53,HR,123
-47:53,MAP,90
-47:53,SysABP,139
-47:53,Weight,98
diff --git a/data/set-a/132830.txt b/data/set-a/132830.txt
deleted file mode 100644
index 2d1f56c73f27ed07ac5a8b5d9c77f13feb58c2aa..0000000000000000000000000000000000000000
--- a/data/set-a/132830.txt
+++ /dev/null
@@ -1,367 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132830
-00:00,Age,79
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,75
-00:03,FiO2,1
-00:03,MechVent,1
-00:08,HR,82
-00:08,Temp,35.7
-00:23,HR,79
-00:23,NIDiasABP,61
-00:23,NIMAP,87.33
-00:23,NISysABP,140
-00:23,Urine,600
-00:28,FiO2,0.8
-00:38,FiO2,0.6
-01:13,FiO2,0.4
-01:23,FiO2,0.4
-01:23,GCS,10
-01:23,HR,85
-01:23,MechVent,1
-01:23,NIDiasABP,70
-01:23,NIMAP,95
-01:23,NISysABP,145
-01:23,Temp,36.1
-01:23,Urine,125
-01:30,BUN,26
-01:30,Creatinine,2.7
-01:30,Glucose,133
-01:30,HCO3,21
-01:30,HCT,32
-01:30,Mg,1.8
-01:30,Platelets,249
-01:30,K,3.9
-01:30,Na,142
-01:30,WBC,7.1
-01:49,pH,7.27
-01:49,PaCO2,46
-01:49,PaO2,141
-01:49,SaO2,98
-02:23,HR,89
-02:23,NIDiasABP,47
-02:23,NIMAP,62.67
-02:23,NISysABP,94
-02:23,Temp,36.1
-02:23,Urine,50
-02:53,pH,7.32
-02:53,PaCO2,42
-02:53,PaO2,143
-03:23,FiO2,0.4
-03:23,GCS,10
-03:23,HR,91
-03:23,MechVent,1
-03:23,NIDiasABP,58
-03:23,NIMAP,78
-03:23,NISysABP,118
-03:23,Urine,60
-03:44,MechVent,1
-03:53,Lactate,1.6
-04:23,HR,104
-04:23,NIDiasABP,67
-04:23,NIMAP,91.33
-04:23,NISysABP,140
-04:23,Temp,36.1
-04:23,Urine,120
-05:23,FiO2,0.4
-05:23,HR,95
-05:23,MechVent,1
-05:23,NIDiasABP,99
-05:23,NIMAP,113.7
-05:23,NISysABP,143
-05:23,Urine,100
-06:23,FiO2,0.4
-06:23,GCS,10
-06:23,HR,102
-06:23,MechVent,1
-06:23,NIDiasABP,62
-06:23,NIMAP,89.67
-06:23,NISysABP,145
-06:23,Temp,36.1
-06:23,Urine,75
-07:23,HR,96
-07:23,NIDiasABP,59
-07:23,NIMAP,84.33
-07:23,NISysABP,135
-07:23,Urine,75
-07:53,FiO2,0.5
-07:53,Lactate,2.3
-08:23,HR,107
-08:23,NIDiasABP,56
-08:23,NIMAP,79
-08:23,NISysABP,125
-08:23,Urine,50
-09:23,FiO2,0.5
-09:23,GCS,15
-09:23,HR,97
-09:23,MechVent,1
-09:23,NIDiasABP,78
-09:23,NIMAP,91.33
-09:23,NISysABP,118
-09:23,Temp,36.1
-09:23,Urine,150
-10:23,HR,92
-10:23,NIDiasABP,54
-10:23,NIMAP,74.33
-10:23,NISysABP,115
-10:23,Temp,37.8
-10:23,Urine,50
-11:23,HR,103
-11:23,NIDiasABP,54
-11:23,NIMAP,81
-11:23,NISysABP,135
-11:23,Temp,38.4
-12:23,FiO2,0.5
-12:23,GCS,15
-12:23,HR,97
-12:23,MechVent,1
-12:23,NIDiasABP,56
-12:23,NIMAP,82
-12:23,NISysABP,134
-12:23,Urine,200
-12:28,BUN,26
-12:28,Creatinine,2.8
-12:28,Glucose,140
-12:28,HCO3,24
-12:28,HCT,31.4
-12:28,Mg,2.3
-12:28,Platelets,256
-12:28,K,4.9
-12:28,Na,146
-12:28,WBC,7.1
-13:23,HR,95
-13:23,NIDiasABP,63
-13:23,NIMAP,78.67
-13:23,NISysABP,110
-13:23,Temp,37.8
-14:23,GCS,15
-14:23,HR,90
-14:23,MechVent,1
-14:23,NIDiasABP,63
-14:23,NIMAP,78.67
-14:23,NISysABP,110
-14:23,Urine,120
-15:23,HR,89
-15:23,NIDiasABP,56
-15:23,NIMAP,75
-15:23,NISysABP,113
-15:23,Temp,36.7
-15:23,Urine,150
-16:23,HR,94
-16:23,NIDiasABP,61
-16:23,NIMAP,81
-16:23,NISysABP,121
-16:23,Urine,150
-16:48,HR,149
-16:53,HR,122
-16:53,NIDiasABP,58
-16:53,NIMAP,77.67
-16:53,NISysABP,117
-16:58,HR,82
-16:58,NIDiasABP,97
-16:58,NIMAP,105.7
-16:58,NISysABP,123
-17:08,HR,120
-17:08,NIDiasABP,48
-17:08,NIMAP,70
-17:08,NISysABP,114
-17:23,FiO2,0.5
-17:23,GCS,15
-17:23,HR,82
-17:23,NIDiasABP,48
-17:23,NIMAP,70
-17:23,NISysABP,114
-17:23,Temp,36.4
-17:23,Urine,240
-18:23,HR,91
-18:23,NIDiasABP,44
-18:23,NIMAP,66.33
-18:23,NISysABP,111
-19:23,FiO2,0.5
-19:23,GCS,15
-19:23,HR,78
-19:23,NIDiasABP,48
-19:23,NIMAP,76.33
-19:23,NISysABP,133
-19:23,Urine,110
-20:23,HR,68
-20:23,NIDiasABP,88
-20:23,NIMAP,99.67
-20:23,NISysABP,123
-21:23,FiO2,0.5
-21:23,GCS,15
-21:23,HR,70
-21:23,NIDiasABP,51
-21:23,NIMAP,74.67
-21:23,NISysABP,122
-21:23,Temp,36.7
-21:23,Urine,220
-22:23,HR,66
-22:23,NIDiasABP,47
-22:23,NIMAP,72.67
-22:23,NISysABP,124
-23:23,FiO2,0.5
-23:23,HR,61
-23:23,NIDiasABP,108
-23:23,NIMAP,115.3
-23:23,NISysABP,130
-23:23,Urine,160
-24:23,HR,67
-24:23,NIDiasABP,52
-24:23,NIMAP,74.33
-24:23,NISysABP,119
-25:23,FiO2,0.5
-25:23,GCS,15
-25:23,HR,70
-25:23,NIDiasABP,47
-25:23,NIMAP,74
-25:23,NISysABP,128
-25:23,Temp,36.1
-25:23,Urine,100
-26:23,HR,59
-26:23,NIDiasABP,46
-26:23,NIMAP,70.33
-26:23,NISysABP,119
-27:23,FiO2,0.5
-27:23,GCS,15
-27:23,HR,68
-27:23,NIDiasABP,48
-27:23,NIMAP,71.33
-27:23,NISysABP,118
-27:23,Urine,215
-28:23,HR,84
-28:23,NIDiasABP,60
-28:23,NIMAP,79.33
-28:23,NISysABP,118
-29:23,FiO2,0.5
-29:23,GCS,15
-29:23,HR,75
-29:23,NIDiasABP,50
-29:23,NIMAP,72.33
-29:23,NISysABP,117
-29:23,Urine,100
-30:23,HR,64
-30:23,NIDiasABP,57
-30:23,NIMAP,78
-30:23,NISysABP,120
-30:23,Urine,60
-31:23,HR,76
-31:23,NIDiasABP,46
-31:23,NIMAP,69
-31:23,NISysABP,115
-31:23,Temp,36.2
-31:23,Urine,80
-32:23,HR,65
-32:23,NIDiasABP,56
-32:23,NIMAP,77.33
-32:23,NISysABP,120
-32:23,Urine,100
-33:23,FiO2,0.5
-33:23,GCS,15
-33:23,HR,65
-33:23,NIDiasABP,61
-33:23,NIMAP,78.67
-33:23,NISysABP,114
-33:23,Temp,36.6
-33:23,Urine,90
-34:23,HR,129
-34:23,NIDiasABP,45
-34:23,NIMAP,60.33
-34:23,NISysABP,91
-34:23,Urine,70
-34:53,HR,125
-34:53,NIDiasABP,87
-34:53,NIMAP,94.33
-34:53,NISysABP,109
-35:23,GCS,15
-35:23,HR,123
-35:23,NIDiasABP,87
-35:23,NIMAP,94.33
-35:23,NISysABP,109
-35:23,Urine,60
-36:23,HR,121
-36:23,NIDiasABP,64
-36:23,NIMAP,75
-36:23,NISysABP,97
-36:23,Urine,100
-37:23,GCS,15
-37:23,HR,122
-37:23,NIDiasABP,62
-37:23,NIMAP,75.67
-37:23,NISysABP,103
-37:23,Temp,36.3
-37:23,Urine,100
-38:23,HR,126
-38:23,NIDiasABP,79
-38:23,NIMAP,86.33
-38:23,NISysABP,101
-38:23,Urine,50
-38:25,BUN,29
-38:25,Creatinine,2.4
-38:25,Glucose,225
-38:25,HCO3,21
-38:25,HCT,30.5
-38:25,Mg,2.2
-38:25,Platelets,262
-38:25,K,4.7
-38:25,Na,143
-38:25,WBC,4.9
-39:23,GCS,15
-39:23,HR,121
-39:23,NIDiasABP,62
-39:23,NIMAP,74.33
-39:23,NISysABP,99
-39:23,Urine,100
-40:23,HR,126
-40:23,NIDiasABP,67
-40:23,NIMAP,78
-40:23,NISysABP,100
-40:23,Urine,50
-41:23,GCS,15
-41:23,HR,121
-41:23,NIDiasABP,73
-41:23,NIMAP,86
-41:23,NISysABP,112
-41:23,Temp,36.4
-41:23,Urine,60
-42:23,HR,128
-42:23,NIDiasABP,60
-42:23,NIMAP,75.67
-42:23,NISysABP,107
-42:23,Urine,50
-43:23,GCS,15
-43:23,HR,121
-43:23,NIDiasABP,66
-43:23,NIMAP,80
-43:23,NISysABP,108
-43:23,Urine,60
-44:23,HR,128
-44:23,NIDiasABP,50
-44:23,NIMAP,71.67
-44:23,NISysABP,115
-44:23,Urine,80
-45:23,GCS,15
-45:23,HR,131
-45:23,NIDiasABP,57
-45:23,NIMAP,72
-45:23,NISysABP,102
-45:23,Temp,36.1
-45:23,Urine,40
-46:23,HR,135
-46:23,NIDiasABP,97
-46:23,NIMAP,105.7
-46:23,NISysABP,123
-46:23,Urine,30
-47:23,GCS,15
-47:23,HR,143
-47:23,NIDiasABP,58
-47:23,NIMAP,69.67
-47:23,NISysABP,93
-47:23,Urine,30
-47:38,HR,77
-47:53,HR,81
-47:53,NIDiasABP,53
-47:53,NIMAP,72.33
-47:53,NISysABP,111
diff --git a/data/set-a/132832.txt b/data/set-a/132832.txt
deleted file mode 100644
index 27afe20091b395be1c2c6cb2070c87b3ca887aa7..0000000000000000000000000000000000000000
--- a/data/set-a/132832.txt
+++ /dev/null
@@ -1,539 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132832
-00:00,Age,64
-00:00,Gender,0
-00:00,Height,144.8
-00:00,ICUType,2
-00:00,Weight,55
-00:03,Lactate,7
-00:30,pH,7.29
-00:30,PaCO2,33
-00:30,PaO2,372
-00:38,Lactate,8.3
-01:30,HCT,34.3
-01:30,Lactate,10.4
-01:30,Platelets,143
-01:30,WBC,6
-01:48,pH,7.42
-01:48,PaCO2,30
-01:48,PaO2,78
-02:30,DiasABP,67
-02:30,FiO2,1
-02:30,HR,71
-02:30,MAP,80
-02:30,MechVent,1
-02:30,SysABP,104
-02:30,Temp,33.7
-02:45,DiasABP,74
-02:45,GCS,3
-02:45,HR,74
-02:45,MAP,90
-02:45,SysABP,119
-02:45,Urine,1000
-02:48,Lactate,7.6
-03:00,DiasABP,71
-03:00,HR,75
-03:00,MAP,85
-03:00,SysABP,111
-03:00,Temp,33.8
-03:00,Urine,440
-03:00,Urine,0
-03:11,pH,7.43
-03:11,PaCO2,37
-03:11,PaO2,62
-03:15,DiasABP,73
-03:15,HR,76
-03:15,MAP,86
-03:15,SysABP,108
-03:30,DiasABP,78
-03:30,FiO2,1
-03:30,HR,78
-03:30,MAP,92
-03:30,MechVent,1
-03:30,SysABP,116
-03:30,Urine,360
-03:45,DiasABP,76
-03:45,HR,67
-03:45,MAP,93
-03:45,SysABP,119
-03:45,Temp,33.8
-04:00,DiasABP,78
-04:00,GCS,3
-04:00,HR,68
-04:00,MAP,97
-04:00,SysABP,127
-04:00,Urine,160
-04:05,BUN,14
-04:05,Creatinine,0.7
-04:05,Glucose,75
-04:05,HCO3,22
-04:05,HCT,37.9
-04:05,Mg,1.3
-04:05,Platelets,170
-04:05,K,3.1
-04:05,Na,144
-04:05,WBC,5.2
-04:11,Lactate,3.7
-05:00,DiasABP,66
-05:00,HR,79
-05:00,MAP,78
-05:00,SysABP,100
-05:00,Temp,34.1
-05:00,Urine,300
-06:00,DiasABP,59
-06:00,FiO2,1
-06:00,GCS,9
-06:00,HR,79
-06:00,MAP,71
-06:00,MechVent,1
-06:00,SysABP,92
-06:00,Urine,260
-07:00,DiasABP,69
-07:00,HR,72
-07:00,MAP,87
-07:00,SysABP,118
-07:00,Temp,35.9
-07:00,Urine,300
-07:55,pH,7.49
-07:55,PaCO2,39
-07:55,PaO2,349
-08:00,DiasABP,73
-08:00,FiO2,0.6
-08:00,GCS,10
-08:00,HR,74
-08:00,MAP,99
-08:00,SysABP,142
-08:00,Urine,300
-08:22,BUN,13
-08:22,Creatinine,0.7
-08:22,Glucose,99
-08:22,HCO3,26
-08:22,HCT,20.1
-08:22,Mg,1.9
-08:22,Platelets,152
-08:22,K,3.3
-08:22,Na,146
-08:22,WBC,5.2
-08:55,Lactate,1.9
-09:00,DiasABP,78
-09:00,FiO2,0.6
-09:00,HR,88
-09:00,MAP,110
-09:00,MechVent,1
-09:00,SysABP,162
-09:00,Urine,380
-09:30,DiasABP,78
-09:30,HR,88
-09:30,MAP,109
-09:30,SysABP,159
-10:00,DiasABP,78
-10:00,FiO2,0.6
-10:00,GCS,10
-10:00,HR,92
-10:00,MAP,100
-10:00,MechVent,1
-10:00,SysABP,137
-10:00,Temp,37.2
-10:00,Urine,120
-11:00,DiasABP,79
-11:00,HR,83
-11:00,MAP,102
-11:00,SysABP,141
-11:00,Urine,200
-11:00,Weight,53.5
-11:37,pH,7.47
-11:37,PaCO2,39
-11:37,PaO2,205
-12:00,DiasABP,80
-12:00,FiO2,0.5
-12:00,HR,74
-12:00,MAP,109
-12:00,MechVent,1
-12:00,SysABP,158
-12:00,Temp,36.9
-12:00,Urine,150
-12:00,Weight,53.5
-12:30,BUN,12
-12:30,Creatinine,0.7
-12:30,Glucose,79
-12:30,HCO3,27
-12:30,HCT,29.7
-12:30,Mg,1.6
-12:30,Platelets,111
-12:30,K,3.8
-12:30,Na,146
-12:30,WBC,5.5
-12:37,Lactate,1.5
-13:00,DiasABP,75
-13:00,FiO2,0.5
-13:00,HR,78
-13:00,MAP,100
-13:00,MechVent,1
-13:00,SysABP,141
-13:00,Urine,100
-13:00,Weight,53.5
-14:00,DiasABP,72
-14:00,FiO2,0.5
-14:00,GCS,11
-14:00,HR,71
-14:00,MAP,95
-14:00,MechVent,1
-14:00,SysABP,135
-14:00,Temp,37.3
-14:00,Urine,41
-14:00,Weight,53.5
-15:00,DiasABP,62
-15:00,HR,74
-15:00,MAP,79
-15:00,SysABP,111
-15:00,Weight,53.5
-15:22,Albumin,2.9
-15:22,ALP,47
-15:22,ALT,27
-15:22,AST,88
-15:22,Bilirubin,0.4
-15:45,DiasABP,60
-15:45,HR,74
-15:45,MAP,75
-15:45,SysABP,101
-15:45,Weight,53.5
-15:46,pH,7.47
-15:46,PaCO2,38
-15:46,PaO2,108
-16:00,DiasABP,64
-16:00,HR,75
-16:00,MAP,81
-16:00,SysABP,112
-16:00,Urine,75
-16:00,Weight,53.5
-16:15,DiasABP,66
-16:15,HR,75
-16:15,MAP,85
-16:15,SysABP,121
-16:15,Weight,53.5
-16:31,HCT,36.3
-16:31,Mg,1.7
-16:31,Platelets,102
-16:31,WBC,7.8
-17:01,pH,7.47
-17:01,PaCO2,36
-17:01,PaO2,328
-18:00,FiO2,0.5
-18:00,MechVent,1
-18:01,Lactate,1.9
-18:30,DiasABP,72
-18:30,HR,75
-18:30,MAP,98
-18:30,SysABP,141
-18:30,Temp,36.3
-18:30,Urine,120
-18:30,Weight,53.5
-18:31,Urine,0
-18:59,pH,7.43
-18:59,PaCO2,39
-18:59,PaO2,71
-19:00,DiasABP,62
-19:00,GCS,10
-19:00,HR,64
-19:00,MAP,77
-19:00,SysABP,106
-19:00,Urine,140
-19:00,Weight,53.5
-20:00,DiasABP,68
-20:00,HR,62
-20:00,MAP,88
-20:00,SysABP,125
-20:00,Urine,20
-20:00,Weight,53.5
-21:00,DiasABP,73
-21:00,HR,64
-21:00,MAP,96
-21:00,SysABP,139
-21:00,Temp,36.5
-21:00,Urine,20
-21:00,Weight,53.5
-21:23,pH,7.44
-21:23,PaCO2,39
-21:23,PaO2,94
-22:00,DiasABP,70
-22:00,FiO2,0.5
-22:00,GCS,11
-22:00,HR,76
-22:00,MAP,87
-22:00,MechVent,1
-22:00,SysABP,119
-22:00,Urine,17
-22:00,Weight,53.5
-22:12,HCT,39.2
-22:12,Mg,2.4
-22:23,Lactate,1.14
-23:00,DiasABP,60
-23:00,HR,80
-23:00,MAP,75
-23:00,SysABP,100
-23:00,Urine,18
-23:00,Weight,53.5
-24:00,DiasABP,62
-24:00,HR,78
-24:00,MAP,79
-24:00,SysABP,106
-24:00,Temp,37
-24:00,Urine,155
-24:00,Weight,53.5
-24:21,pH,7.43
-24:21,PaCO2,39
-24:21,PaO2,101
-25:00,DiasABP,59
-25:00,HR,74
-25:00,MAP,74
-25:00,SysABP,101
-25:00,Urine,40
-25:00,Weight,53.5
-26:00,DiasABP,58
-26:00,GCS,11
-26:00,HR,73
-26:00,MAP,75
-26:00,MechVent,1
-26:00,SysABP,102
-26:00,Temp,37.1
-26:00,Urine,80
-26:00,Weight,53.5
-26:15,DiasABP,51
-26:15,FiO2,0.5
-26:15,HR,73
-26:15,MAP,65
-26:15,MechVent,1
-26:15,SysABP,90
-26:15,Weight,53.5
-26:20,FiO2,0.5
-26:20,MechVent,1
-26:30,DiasABP,42
-26:30,HR,72
-26:30,MAP,52
-26:30,SysABP,69
-26:30,Weight,53.5
-27:00,DiasABP,49
-27:00,HR,71
-27:00,MAP,62
-27:00,SysABP,84
-27:00,Urine,15
-27:00,Weight,53.5
-27:15,DiasABP,55
-27:15,HR,73
-27:15,MAP,71
-27:15,SysABP,100
-27:15,Urine,50
-27:15,Weight,53.5
-27:45,DiasABP,48
-27:45,HR,74
-27:45,MAP,60
-27:45,SysABP,81
-27:52,pH,7.42
-27:52,PaCO2,36
-27:52,PaO2,113
-27:52,SaO2,98
-28:00,DiasABP,48
-28:00,HR,74
-28:00,MAP,62
-28:00,SysABP,84
-28:00,Urine,10
-28:00,Weight,53.5
-28:30,DiasABP,55
-28:30,HR,74
-28:30,MAP,72
-28:30,SysABP,102
-28:30,Weight,53.5
-28:52,Lactate,1.8
-29:00,DiasABP,54
-29:00,HR,73
-29:00,MAP,70
-29:00,SysABP,99
-29:00,Urine,31
-29:00,Weight,53.5
-29:50,FiO2,0.5
-29:50,MechVent,1
-30:00,DiasABP,59
-30:00,GCS,11
-30:00,HR,76
-30:00,MAP,77
-30:00,SysABP,108
-30:00,Temp,37.3
-30:00,Urine,18
-30:00,Weight,53.5
-31:00,DiasABP,56
-31:00,HR,76
-31:00,MAP,73
-31:00,SysABP,102
-31:00,Urine,22
-31:30,DiasABP,51
-31:30,HR,77
-31:30,MAP,65
-31:30,SysABP,88
-31:45,DiasABP,52
-31:45,HR,77
-31:45,MAP,66
-31:45,SysABP,90
-31:45,Weight,53.5
-32:00,DiasABP,52
-32:00,HR,77
-32:00,MAP,66
-32:00,SysABP,90
-32:00,Urine,10
-32:16,pH,7.45
-32:16,PaCO2,38
-32:16,PaO2,98
-32:16,SaO2,97
-33:00,DiasABP,57
-33:00,HR,77
-33:00,MAP,75
-33:00,SysABP,105
-33:00,Urine,10
-33:00,Weight,53.5
-33:06,BUN,12
-33:06,Creatinine,1
-33:06,Glucose,82
-33:06,HCO3,24
-33:06,HCT,35.2
-33:06,Mg,1.9
-33:06,Platelets,104
-33:06,K,4.5
-33:06,Na,140
-33:06,WBC,6.7
-34:00,DiasABP,61
-34:00,GCS,11
-34:00,HR,82
-34:00,MAP,83
-34:00,SysABP,120
-34:00,Temp,37.2
-34:00,Urine,22
-34:00,Weight,54.3
-34:30,FiO2,0.5
-34:30,MechVent,1
-35:00,DiasABP,51
-35:00,HR,76
-35:00,MAP,64
-35:00,SysABP,85
-35:00,Urine,20
-35:00,Weight,54.3
-36:00,DiasABP,57
-36:00,HR,76
-36:00,MAP,73
-36:00,SysABP,101
-36:00,Urine,8
-36:00,Weight,54.3
-37:00,DiasABP,57
-37:00,HR,79
-37:00,MAP,76
-37:00,SysABP,106
-37:00,Urine,17
-37:00,Weight,54.3
-38:00,DiasABP,51
-38:00,FiO2,0.5
-38:00,GCS,11
-38:00,HR,74
-38:00,MAP,68
-38:00,MechVent,1
-38:00,SysABP,94
-38:00,Temp,37
-38:00,Urine,30
-38:00,Weight,54.3
-38:30,DiasABP,68
-38:30,HR,77
-38:30,MAP,96
-38:30,SysABP,142
-38:30,Weight,54.3
-38:55,pH,7.41
-39:00,DiasABP,59
-39:00,HR,73
-39:00,MAP,79
-39:00,SysABP,112
-39:00,Urine,8
-39:00,Weight,54.3
-39:55,Lactate,2.2
-40:00,DiasABP,56
-40:00,HR,74
-40:00,MAP,72
-40:00,SysABP,98
-40:00,Urine,12
-40:00,Weight,54.3
-41:00,DiasABP,63
-41:00,HR,69
-41:00,MAP,85
-41:00,SysABP,125
-41:00,Urine,25
-41:00,Weight,54.3
-42:00,DiasABP,62
-42:00,FiO2,0.5
-42:00,GCS,10
-42:00,HR,76
-42:00,MAP,84
-42:00,MechVent,1
-42:00,SysABP,122
-42:00,Temp,37.3
-42:00,Urine,25
-42:00,Weight,54.3
-42:29,pH,7.47
-42:29,PaCO2,36
-42:29,PaO2,115
-42:29,SaO2,97
-43:00,DiasABP,57
-43:00,HR,73
-43:00,MAP,74
-43:00,MechVent,1
-43:00,SysABP,102
-43:00,Urine,20
-43:00,Weight,54.3
-43:24,BUN,13
-43:24,Creatinine,0.9
-43:24,Glucose,95
-43:24,HCO3,25
-43:24,HCT,32.9
-43:24,Mg,2.1
-43:24,K,4.5
-43:24,Na,138
-43:29,Lactate,1.8
-44:00,DiasABP,61
-44:00,HR,76
-44:00,MAP,81
-44:00,SysABP,115
-44:00,Urine,14
-44:00,Weight,54.3
-44:30,DiasABP,70
-44:30,HR,79
-44:30,MAP,96
-44:30,SysABP,142
-44:30,Weight,54.3
-45:00,DiasABP,65
-45:00,FiO2,0.5
-45:00,HR,75
-45:00,MAP,87
-45:00,MechVent,1
-45:00,SysABP,126
-45:00,Urine,15
-45:00,Weight,54.3
-46:00,DiasABP,64
-46:00,GCS,9
-46:00,HR,71
-46:00,MAP,86
-46:00,SysABP,124
-46:00,Temp,38.1
-46:00,Urine,20
-46:00,Weight,54.3
-46:58,pH,7.42
-46:58,PaCO2,40
-46:58,PaO2,118
-46:58,SaO2,98
-47:00,DiasABP,69
-47:00,HR,73
-47:00,MAP,94
-47:00,SysABP,138
-47:00,Urine,23
-47:00,Weight,54.3
-47:58,Lactate,1.2
-48:00,DiasABP,58
-48:00,HR,75
-48:00,MAP,81
-48:00,MechVent,1
-48:00,SysABP,121
-48:00,Urine,8
-48:00,Weight,54.3
diff --git a/data/set-a/132835.txt b/data/set-a/132835.txt
deleted file mode 100644
index 15e4edec4ce73a4a013ed6c11ca278d6cf95102f..0000000000000000000000000000000000000000
--- a/data/set-a/132835.txt
+++ /dev/null
@@ -1,329 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132835
-00:00,Age,23
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,80.5
-00:56,Lactate,3.1
-01:00,FiO2,1
-01:00,GCS,8
-01:00,HR,108
-01:00,MechVent,1
-01:00,NIDiasABP,73
-01:00,NISysABP,115
-01:00,Temp,38.1
-01:00,Urine,1400
-01:00,Weight,80.5
-01:30,HR,100
-01:30,NIDiasABP,73
-01:30,NIMAP,83
-01:30,NISysABP,115
-01:30,Weight,80.5
-02:00,HR,108
-02:00,NIDiasABP,63
-02:00,NIMAP,72
-02:00,NISysABP,101
-02:00,Urine,200
-02:00,Weight,80.5
-03:00,HR,106
-03:00,NIDiasABP,53
-03:00,NIMAP,63
-03:00,NISysABP,97
-03:00,Urine,200
-03:00,Weight,80.5
-04:00,FiO2,1
-04:00,GCS,9
-04:00,HR,103
-04:00,MechVent,1
-04:00,NIDiasABP,62
-04:00,NIMAP,74
-04:00,NISysABP,124
-04:00,Temp,38.3
-04:00,Urine,80
-04:00,Weight,80.5
-04:30,HR,130
-04:30,NIDiasABP,53
-04:30,NIMAP,65
-04:30,NISysABP,103
-04:30,Weight,80.5
-05:00,HR,108
-05:00,NIDiasABP,61
-05:00,NIMAP,74
-05:00,NISysABP,122
-05:00,Urine,240
-05:00,Weight,80.5
-05:45,FiO2,0.5
-06:00,HR,115
-06:00,NIDiasABP,54
-06:00,NIMAP,65
-06:00,NISysABP,113
-06:00,Urine,250
-06:00,Weight,80.5
-07:00,HR,119
-07:00,NIDiasABP,43
-07:00,NIMAP,58
-07:00,NISysABP,100
-07:00,Urine,70
-07:00,Weight,80.5
-07:28,ALP,67
-07:28,ALT,33
-07:28,AST,80
-07:28,Bilirubin,0.2
-07:28,BUN,6
-07:28,Creatinine,0.7
-07:28,Glucose,122
-07:28,HCO3,19
-07:28,HCT,32.2
-07:28,Mg,1.2
-07:28,Platelets,210
-07:28,K,3.6
-07:28,Na,147
-07:28,WBC,16.2
-08:00,FiO2,0.5
-08:00,GCS,15
-08:00,HR,128
-08:00,MechVent,1
-08:00,NIDiasABP,55
-08:00,NIMAP,72
-08:00,NISysABP,122
-08:00,Temp,37.9
-08:00,Urine,140
-08:00,Weight,80.5
-09:00,HR,119
-09:00,NIDiasABP,55
-09:00,NIMAP,67
-09:00,NISysABP,111
-09:00,Urine,110
-09:00,Weight,80.5
-10:00,HR,124
-10:00,NIDiasABP,47
-10:00,NIMAP,60
-10:00,NISysABP,105
-10:00,Urine,90
-10:00,Weight,80.5
-11:00,GCS,10
-11:00,HR,135
-11:00,NIDiasABP,51
-11:00,NIMAP,63
-11:00,NISysABP,109
-11:00,Temp,38
-11:00,Urine,225
-11:00,Weight,80.5
-11:35,pH,7.37
-11:35,Lactate,2.7
-11:35,PaCO2,35
-11:35,PaO2,134
-12:00,HR,120
-12:00,NIDiasABP,51
-12:00,NIMAP,64
-12:00,NISysABP,108
-12:00,Weight,80.5
-12:08,FiO2,0.4
-12:30,HR,142
-12:30,NIDiasABP,33
-12:30,NIMAP,54
-12:30,NISysABP,114
-12:30,Weight,80.5
-13:00,HR,143
-13:00,NIDiasABP,60
-13:00,NIMAP,73
-13:00,NISysABP,116
-13:00,Urine,325
-13:00,Weight,80.5
-14:00,GCS,15
-14:00,HR,143
-14:00,NIDiasABP,63
-14:00,NIMAP,74
-14:00,NISysABP,120
-14:00,Weight,80.5
-15:00,HR,127
-15:00,NIDiasABP,59
-15:00,NIMAP,75
-15:00,NISysABP,132
-15:00,Urine,150
-15:00,Weight,80.5
-16:00,GCS,15
-16:00,HR,130
-16:00,NIDiasABP,58
-16:00,NIMAP,73
-16:00,NISysABP,136
-16:00,Temp,37.6
-16:00,Urine,60
-16:00,Weight,80.5
-17:00,HR,114
-17:00,NIDiasABP,60
-17:00,NIMAP,71
-17:00,NISysABP,105
-17:00,Weight,80.5
-18:00,HR,150
-18:00,NIDiasABP,72
-18:00,NIMAP,91
-18:00,NISysABP,137
-18:00,Urine,200
-18:00,Weight,80.5
-19:00,GCS,15
-19:00,HR,125
-19:00,NIDiasABP,72
-19:00,NIMAP,91
-19:00,NISysABP,137
-19:00,Urine,50
-19:00,Weight,80.5
-19:49,BUN,7
-19:49,Creatinine,0.8
-19:49,Glucose,94
-19:49,HCO3,20
-19:49,Mg,2.2
-19:49,K,4
-19:49,Na,144
-20:00,HR,135
-20:00,NIDiasABP,90
-20:00,NIMAP,95
-20:00,NISysABP,115
-20:00,Temp,37.3
-20:00,Weight,80.5
-21:00,HR,116
-21:00,NIDiasABP,83
-21:00,NIMAP,91
-21:00,NISysABP,130
-21:00,Weight,80.5
-22:00,HR,115
-22:00,NIDiasABP,87
-22:00,NIMAP,98
-22:00,NISysABP,125
-22:00,Weight,80.5
-23:00,HR,109
-23:00,NIDiasABP,80
-23:00,NIMAP,94
-23:00,NISysABP,137
-23:00,Weight,80.5
-24:00,GCS,15
-24:00,HR,119
-24:00,NIDiasABP,83
-24:00,NIMAP,92
-24:00,NISysABP,126
-24:00,Temp,37.7
-24:00,Weight,80.5
-25:00,HR,110
-25:00,NIDiasABP,83
-25:00,NIMAP,90
-25:00,NISysABP,118
-25:00,Urine,0
-25:00,Weight,80.5
-26:00,HR,115
-26:00,NIDiasABP,81
-26:00,NIMAP,93
-26:00,NISysABP,135
-26:00,Urine,500
-26:00,Weight,80.5
-27:00,HR,107
-27:00,NIDiasABP,63
-27:00,NIMAP,80
-27:00,NISysABP,140
-27:00,Weight,80.5
-28:00,GCS,15
-28:00,HR,135
-28:00,NIDiasABP,58
-28:00,NIMAP,75
-28:00,NISysABP,125
-28:00,Temp,38.7
-28:00,Weight,80.5
-29:00,HR,136
-29:00,NIDiasABP,77
-29:00,NIMAP,90
-29:00,NISysABP,140
-29:00,Weight,80.5
-30:00,HR,115
-30:00,NIDiasABP,70
-30:00,NISysABP,146
-30:00,Urine,650
-30:00,Weight,80.5
-31:00,HR,103
-31:00,NIDiasABP,88
-31:00,NISysABP,142
-31:00,Weight,80.5
-32:00,GCS,15
-32:00,HR,107
-32:00,NIDiasABP,77
-32:00,NIMAP,86
-32:00,NISysABP,123
-32:00,Temp,38.3
-32:00,Weight,80.5
-33:00,HR,118
-33:00,NIDiasABP,70
-33:00,NISysABP,125
-33:00,Weight,80.5
-34:00,HR,109
-34:00,NIDiasABP,83
-34:00,NIMAP,93
-34:00,NISysABP,125
-34:00,Weight,80.5
-35:00,HR,110
-35:00,NIDiasABP,77
-35:00,NIMAP,89
-35:00,NISysABP,131
-35:00,Weight,80.5
-35:44,HCT,30.9
-35:44,Platelets,171
-35:44,WBC,17.7
-36:00,GCS,15
-36:00,HR,100
-36:00,NIDiasABP,75
-36:00,NISysABP,133
-36:00,Weight,80.5
-37:00,HR,96
-37:00,NIDiasABP,87
-37:00,NISysABP,150
-37:00,Weight,80.5
-38:00,HR,93
-38:00,NIDiasABP,88
-38:00,NISysABP,131
-38:00,Temp,37.9
-38:00,Weight,80.5
-39:00,HR,109
-39:00,NIDiasABP,75
-39:00,NISysABP,143
-39:00,Weight,80.5
-40:00,GCS,15
-40:00,HR,112
-40:00,NIDiasABP,76
-40:00,NISysABP,126
-40:00,Weight,80.5
-42:00,HR,116
-42:00,NIDiasABP,87
-42:00,NISysABP,145
-42:00,Temp,38.2
-42:00,Weight,80.5
-43:00,GCS,15
-43:00,HR,107
-43:00,NIDiasABP,87
-43:00,NIMAP,99
-43:00,NISysABP,145
-43:00,Temp,38.6
-43:00,Weight,80.5
-45:45,BUN,6
-45:45,Creatinine,0.9
-45:45,Glucose,95
-45:45,HCO3,25
-45:45,Mg,1.8
-45:45,K,3.6
-45:45,Na,140
-46:00,HR,102
-46:00,NIDiasABP,82
-46:00,NIMAP,97
-46:00,NISysABP,151
-46:00,Weight,80.5
-47:00,GCS,15
-47:00,HR,80
-47:00,NIDiasABP,81
-47:00,NISysABP,142
-47:00,Temp,38.8
-47:00,Urine,500
-47:00,Weight,80.5
-48:00,GCS,15
-48:00,HR,88
-48:00,NIDiasABP,71
-48:00,NIMAP,99
-48:00,NISysABP,133
-48:00,Temp,38.5
-48:00,Weight,80.5
diff --git a/data/set-a/132836.txt b/data/set-a/132836.txt
deleted file mode 100644
index 9d17e54eef293431bef71be5b4b2d0429380aeab..0000000000000000000000000000000000000000
--- a/data/set-a/132836.txt
+++ /dev/null
@@ -1,505 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132836
-00:00,Age,53
-00:00,Gender,1
-00:00,Height,185.4
-00:00,ICUType,2
-00:00,Weight,88.6
-00:10,pH,7.42
-00:10,PaCO2,39
-00:10,PaO2,368
-00:24,pH,7.45
-00:24,PaCO2,33
-00:24,PaO2,326
-01:01,HCT,36.1
-01:01,Platelets,177
-01:01,WBC,10.8
-01:02,pH,7.34
-01:02,PaCO2,46
-01:02,PaO2,251
-01:30,DiasABP,67
-01:30,FiO2,1
-01:30,GCS,3
-01:30,HR,85
-01:30,MAP,82
-01:30,MechVent,1
-01:30,SysABP,107
-01:30,Temp,35.3
-01:30,Urine,240
-01:45,DiasABP,70
-01:45,HR,86
-01:45,MAP,85
-01:45,SysABP,114
-01:45,Weight,88.6
-02:00,DiasABP,58
-02:00,HR,89
-02:00,MAP,70
-02:00,SysABP,94
-02:00,Weight,88.6
-02:02,BUN,11
-02:02,Creatinine,0.8
-02:02,HCO3,23
-02:02,HCT,39.4
-02:02,Platelets,181
-02:02,WBC,15.8
-02:08,pH,7.31
-02:08,DiasABP,77
-02:08,PaCO2,48
-02:08,PaO2,306
-02:08,SysABP,128
-02:15,DiasABP,61
-02:15,FiO2,0.6
-02:15,HR,86
-02:15,MAP,74
-02:15,MechVent,1
-02:15,SysABP,97
-02:15,Weight,88.6
-02:30,DiasABP,58
-02:30,GCS,3
-02:30,HR,87
-02:30,MAP,72
-02:30,SysABP,98
-02:30,Temp,34.9
-02:30,Urine,260
-02:30,Weight,88.6
-02:45,DiasABP,59
-02:45,HR,92
-02:45,MAP,72
-02:45,SysABP,100
-02:45,Weight,88.6
-03:00,DiasABP,51
-03:00,HR,93
-03:00,MAP,63
-03:00,SysABP,88
-03:00,Temp,35.6
-03:00,Weight,88.6
-03:08,pH,7.31
-03:08,PaCO2,43
-03:08,PaO2,150
-03:08,SaO2,98
-03:15,DiasABP,61
-03:15,HR,96
-03:15,MAP,74
-03:15,SysABP,105
-03:15,Weight,88.6
-03:30,DiasABP,61
-03:30,FiO2,0.5
-03:30,HR,95
-03:30,MAP,75
-03:30,MechVent,1
-03:30,SysABP,108
-03:30,Urine,280
-03:30,Weight,88.6
-03:45,DiasABP,69
-03:45,HR,96
-03:45,MAP,84
-03:45,SysABP,118
-03:45,Weight,88.6
-04:00,DiasABP,59
-04:00,HR,93
-04:00,MAP,72
-04:00,SysABP,101
-04:00,Weight,88.6
-04:15,DiasABP,61
-04:15,HR,91
-04:15,MAP,74
-04:15,SysABP,104
-04:15,Weight,88.6
-04:30,DiasABP,69
-04:30,GCS,10
-04:30,HR,85
-04:30,MAP,86
-04:30,SysABP,123
-04:30,Urine,280
-04:30,Weight,88.6
-04:45,DiasABP,72
-04:45,HR,83
-04:45,MAP,93
-04:45,SysABP,134
-04:45,Weight,88.6
-05:30,DiasABP,62
-05:30,FiO2,0.4
-05:30,HR,88
-05:30,MAP,76
-05:30,MechVent,1
-05:30,SysABP,109
-05:30,Urine,140
-05:30,Weight,88.6
-06:00,HCT,41.8
-06:00,Mg,2.5
-06:08,pH,7.27
-06:08,PaCO2,58
-06:08,PaO2,126
-06:08,SaO2,97
-06:23,HCT,36.4
-06:30,DiasABP,59
-06:30,FiO2,0.4
-06:30,GCS,10
-06:30,HR,85
-06:30,MAP,72
-06:30,MechVent,1
-06:30,SysABP,103
-06:30,Temp,36.6
-06:30,Urine,140
-06:30,Weight,88.6
-07:18,pH,7.32
-07:18,PaCO2,43
-07:18,PaO2,139
-07:18,SaO2,98
-07:30,DiasABP,60
-07:30,HR,84
-07:30,MAP,72
-07:30,SysABP,99
-07:30,Urine,85
-07:30,Weight,88.6
-08:07,pH,7.32
-08:07,PaCO2,47
-08:07,PaO2,132
-08:07,SaO2,98
-08:30,DiasABP,63
-08:30,HR,87
-08:30,MAP,74
-08:30,SysABP,98
-08:30,Urine,80
-08:30,Weight,88.6
-09:25,pH,7.32
-09:25,PaCO2,48
-09:25,PaO2,141
-09:25,SaO2,98
-09:30,DiasABP,63
-09:30,HR,84
-09:30,MAP,75
-09:30,SysABP,94
-09:30,Urine,65
-09:30,Weight,88.6
-10:28,pH,7.3
-10:28,PaCO2,50
-10:28,PaO2,150
-10:28,SaO2,97
-10:30,DiasABP,69
-10:30,FiO2,0.4
-10:30,GCS,11
-10:30,HR,69
-10:30,MAP,87
-10:30,MechVent,1
-10:30,SysABP,116
-10:30,Temp,37.3
-10:30,Urine,33
-10:30,Weight,88.6
-11:30,DiasABP,71
-11:30,FiO2,0.5
-11:30,HR,85
-11:30,MAP,83
-11:30,MechVent,1
-11:30,SysABP,106
-11:30,Urine,55
-11:30,Weight,88.6
-11:40,pH,7.32
-11:40,PaCO2,49
-11:40,PaO2,137
-11:40,SaO2,98
-12:30,DiasABP,58
-12:30,FiO2,0.5
-12:30,HR,84
-12:30,MAP,69
-12:30,SysABP,93
-12:30,Urine,33
-12:30,Weight,88.6
-12:39,HCT,39.1
-12:39,Mg,2.3
-12:51,pH,7.39
-12:51,PaCO2,37
-12:51,PaO2,154
-12:51,SaO2,98
-13:00,DiasABP,78
-13:00,HR,84
-13:00,MAP,82
-13:00,SysABP,88
-13:00,Weight,88.6
-13:30,DiasABP,67
-13:30,FiO2,0.4
-13:30,HR,79
-13:30,MAP,79
-13:30,NIDiasABP,63
-13:30,NIMAP,85
-13:30,NISysABP,128
-13:30,SysABP,95
-13:30,Urine,26
-13:30,Weight,88.6
-14:30,DiasABP,52
-14:30,GCS,15
-14:30,HR,78
-14:30,MAP,66
-14:30,NIDiasABP,43
-14:30,NIMAP,60
-14:30,NISysABP,88
-14:30,SysABP,91
-14:30,Temp,36.6
-14:30,Urine,35
-14:30,Weight,88.6
-14:45,pH,7.36
-15:30,DiasABP,52
-15:30,HR,81
-15:30,MAP,63
-15:30,NIDiasABP,39
-15:30,NIMAP,59
-15:30,NISysABP,93
-15:30,SysABP,89
-15:30,Urine,17
-15:30,Weight,88.6
-16:30,DiasABP,56
-16:30,HR,82
-16:30,MAP,71
-16:30,NIDiasABP,37
-16:30,NIMAP,57
-16:30,NISysABP,92
-16:30,SysABP,98
-16:30,Urine,25
-16:30,Weight,88.6
-17:10,BUN,14
-17:10,Creatinine,1
-17:10,HCO3,24
-17:10,HCT,35.4
-17:10,Mg,2.2
-17:10,Platelets,178
-17:10,Na,139
-17:10,WBC,14.5
-17:30,DiasABP,58
-17:30,HR,82
-17:30,MAP,73
-17:30,NIDiasABP,40
-17:30,NIMAP,58
-17:30,NISysABP,92
-17:30,SysABP,100
-17:30,Urine,30
-17:30,Weight,88.6
-17:41,pH,7.35
-18:30,DiasABP,48
-18:30,GCS,15
-18:30,HR,82
-18:30,MAP,60
-18:30,NIDiasABP,36
-18:30,NIMAP,53
-18:30,NISysABP,86
-18:30,SysABP,91
-18:30,Temp,37
-18:30,Urine,40
-18:30,Weight,88.6
-18:45,DiasABP,53
-18:45,HR,83
-18:45,MAP,64
-18:45,NIDiasABP,39
-18:45,NIMAP,56
-18:45,NISysABP,85
-18:45,SysABP,87
-18:45,Weight,88.6
-19:30,DiasABP,58
-19:30,HR,83
-19:30,MAP,70
-19:30,NIDiasABP,44
-19:30,NIMAP,62
-19:30,NISysABP,89
-19:30,SysABP,94
-19:30,Urine,18
-19:30,Weight,88.6
-20:30,DiasABP,58
-20:30,HR,80
-20:30,MAP,75
-20:30,NIDiasABP,46
-20:30,NIMAP,66
-20:30,NISysABP,104
-20:30,SysABP,107
-20:30,Urine,35
-20:30,Weight,86.9
-21:30,DiasABP,62
-21:30,HR,88
-21:30,MAP,75
-21:30,NIDiasABP,41
-21:30,NIMAP,59
-21:30,NISysABP,95
-21:30,SysABP,107
-21:30,Urine,30
-21:30,Weight,86.9
-22:30,DiasABP,60
-22:30,GCS,15
-22:30,HR,89
-22:30,MAP,90
-22:30,SysABP,96
-22:30,Temp,36.3
-22:30,Urine,30
-22:30,Weight,86.9
-22:53,pH,7.4
-23:30,DiasABP,52
-23:30,HR,89
-23:30,MAP,68
-23:30,NIDiasABP,50
-23:30,NIMAP,65
-23:30,NISysABP,87
-23:30,SysABP,100
-23:30,Urine,45
-23:30,Weight,86.9
-24:30,DiasABP,41
-24:30,HR,85
-24:30,MAP,56
-24:30,SysABP,87
-24:30,Urine,40
-24:30,Weight,86.9
-25:30,DiasABP,44
-25:30,HR,83
-25:30,MAP,60
-25:30,SysABP,95
-25:30,Urine,30
-25:30,Weight,86.9
-26:30,DiasABP,45
-26:30,GCS,15
-26:30,HR,87
-26:30,MAP,63
-26:30,SysABP,102
-26:30,Temp,36.3
-26:30,Urine,30
-26:30,Weight,86.9
-27:17,pH,7.38
-27:30,DiasABP,41
-27:30,HR,90
-27:30,MAP,58
-27:30,SysABP,97
-27:30,Urine,15
-27:30,Weight,86.9
-28:30,DiasABP,40
-28:30,HR,88
-28:30,MAP,57
-28:30,SysABP,97
-28:30,Urine,15
-28:30,Weight,86.9
-29:30,DiasABP,47
-29:30,HR,94
-29:30,MAP,66
-29:30,SysABP,109
-29:30,Urine,340
-29:30,Weight,86.9
-30:30,GCS,15
-30:30,HR,94
-30:30,NIDiasABP,48
-30:30,NIMAP,66
-30:30,NISysABP,96
-30:30,Urine,290
-30:30,Weight,86.9
-31:30,HR,91
-31:30,NIDiasABP,60
-31:30,NIMAP,77
-31:30,NISysABP,108
-31:30,Urine,50
-31:30,Weight,86.9
-31:57,pH,7.34
-32:30,HR,92
-32:30,NIDiasABP,51
-32:30,NIMAP,67
-32:30,NISysABP,93
-32:30,Temp,36.8
-32:30,Urine,50
-32:30,Weight,86.9
-33:30,HR,94
-33:30,NIDiasABP,60
-33:30,NIMAP,77
-33:30,NISysABP,100
-33:30,Weight,86.9
-34:30,GCS,15
-34:30,HR,93
-34:30,NIDiasABP,62
-34:30,NIMAP,82
-34:30,NISysABP,120
-34:30,Urine,200
-34:30,Weight,86.9
-35:30,HR,93
-35:30,NIDiasABP,50
-35:30,NIMAP,69
-35:30,NISysABP,100
-35:30,Temp,37.1
-35:30,Urine,60
-35:30,Weight,86.9
-36:30,GCS,15
-36:30,HR,88
-36:30,NIDiasABP,46
-36:30,NIMAP,64
-36:30,NISysABP,96
-36:30,Urine,40
-36:30,Weight,86.9
-37:30,HR,90
-37:30,MechVent,1
-37:30,NIDiasABP,51
-37:30,NIMAP,63
-37:30,NISysABP,105
-37:30,Urine,45
-37:30,Weight,86.9
-38:30,GCS,15
-38:30,HR,98
-38:30,NIDiasABP,65
-38:30,NIMAP,78
-38:30,NISysABP,96
-38:30,Temp,36.8
-38:30,Urine,40
-38:30,Weight,86.9
-39:30,HR,93
-39:30,NIDiasABP,61
-39:30,NIMAP,71
-39:30,NISysABP,99
-39:30,Urine,350
-39:30,Weight,86.9
-40:30,HR,96
-40:30,NIDiasABP,54
-40:30,NIMAP,72
-40:30,NISysABP,105
-40:30,Urine,300
-40:30,Weight,86.9
-41:30,HR,102
-41:30,NIDiasABP,58
-41:30,NIMAP,79
-41:30,NISysABP,119
-41:30,Urine,350
-41:30,Weight,86.9
-42:18,BUN,16
-42:18,Creatinine,0.9
-42:18,Glucose,119
-42:18,HCO3,26
-42:18,HCT,34.1
-42:18,Mg,2
-42:18,Platelets,138
-42:18,K,3.9
-42:18,Na,134
-42:18,WBC,14.7
-42:30,GCS,15
-42:30,HR,100
-42:30,NIDiasABP,60
-42:30,NIMAP,82
-42:30,NISysABP,124
-42:30,Temp,37.4
-42:30,Urine,200
-42:30,Weight,86.9
-43:30,HR,95
-43:30,NIDiasABP,64
-43:30,NIMAP,80
-43:30,NISysABP,109
-43:30,Urine,180
-43:30,Weight,86.9
-44:30,HR,92
-44:30,NIDiasABP,58
-44:30,NIMAP,77
-44:30,NISysABP,114
-44:30,Urine,180
-44:30,Weight,86.9
-45:30,HR,93
-45:30,Weight,86.9
-46:30,GCS,15
-46:30,HR,98
-46:30,NIDiasABP,65
-46:30,NIMAP,82
-46:30,NISysABP,115
-46:30,Temp,37.2
-46:30,Urine,185
-46:30,Weight,71.4
-47:00,Urine,110
-47:30,HR,102
-47:30,NIDiasABP,65
-47:30,NIMAP,86
-47:30,NISysABP,127
-47:30,Weight,71.4
diff --git a/data/set-a/132837.txt b/data/set-a/132837.txt
deleted file mode 100644
index 3707196c952cf0f69d2fb52a4a9b404d181ca515..0000000000000000000000000000000000000000
--- a/data/set-a/132837.txt
+++ /dev/null
@@ -1,816 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132837
-00:00,Age,79
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,54
-00:01,pH,7.42
-00:01,PaCO2,35
-00:01,PaO2,210
-00:54,FiO2,0.5
-00:54,MechVent,1
-01:01,Lactate,1
-01:23,Platelets,224
-01:39,DiasABP,63
-01:39,GCS,10
-01:39,HR,80
-01:39,MAP,85
-01:39,SysABP,117
-01:39,Temp,33.1
-01:39,Urine,200
-01:39,Urine,220
-02:24,DiasABP,66
-02:24,HR,91
-02:24,MAP,84
-02:24,NIDiasABP,62
-02:24,NIMAP,72
-02:24,NISysABP,104
-02:24,SysABP,110
-02:24,Temp,33.6
-02:35,pH,7.53
-02:35,PaCO2,22
-02:35,PaO2,156
-02:54,DiasABP,73
-02:54,FiO2,0.4
-02:54,HR,92
-02:54,MAP,98
-02:54,MechVent,1
-02:54,NIDiasABP,93
-02:54,NIMAP,102
-02:54,NISysABP,131
-02:54,SysABP,134
-02:54,Temp,33.8
-02:54,Urine,700
-03:24,BUN,35
-03:24,Creatinine,1
-03:24,DiasABP,75
-03:24,Glucose,165
-03:24,HCO3,22
-03:24,HCT,28.3
-03:24,Mg,1.7
-03:24,NIDiasABP,76
-03:24,NISysABP,115
-03:24,Platelets,245
-03:24,K,3.5
-03:24,Na,139
-03:24,SysABP,135
-03:24,WBC,8.5
-03:35,Lactate,1.3
-03:54,DiasABP,74
-03:54,HR,91
-03:54,MAP,96
-03:54,SysABP,131
-03:54,Urine,140
-04:24,DiasABP,76
-04:24,HR,85
-04:24,MAP,101
-04:24,NIDiasABP,78
-04:24,NIMAP,91
-04:24,NISysABP,136
-04:24,SysABP,138
-04:24,Temp,34.9
-04:54,DiasABP,78
-04:54,HR,81
-04:54,MAP,109
-04:54,NIDiasABP,78
-04:54,NIMAP,91
-04:54,NISysABP,136
-04:54,SysABP,147
-04:54,Urine,18
-05:54,DiasABP,70
-05:54,FiO2,0.4
-05:54,GCS,10
-05:54,HR,82
-05:54,MAP,99
-05:54,MechVent,1
-05:54,NIDiasABP,71
-05:54,NIMAP,91
-05:54,NISysABP,133
-05:54,SysABP,150
-05:54,Temp,35.9
-05:54,Urine,80
-06:24,DiasABP,59
-06:24,NIDiasABP,74
-06:24,NISysABP,127
-06:24,SysABP,132
-06:54,DiasABP,62
-06:54,HR,69
-06:54,MAP,91
-06:54,NIDiasABP,74
-06:54,NIMAP,85
-06:54,NISysABP,127
-06:54,SysABP,137
-06:54,Urine,120
-07:54,DiasABP,59
-07:54,FiO2,0.4
-07:54,HR,88
-07:54,MAP,86
-07:54,MechVent,1
-07:54,NIDiasABP,56
-07:54,NIMAP,73
-07:54,NISysABP,122
-07:54,SysABP,139
-07:54,Temp,37.2
-07:54,Urine,30
-08:09,DiasABP,57
-08:09,MAP,83
-08:09,NIDiasABP,54
-08:09,NIMAP,69
-08:09,NISysABP,125
-08:09,SysABP,130
-09:54,DiasABP,69
-09:54,GCS,10
-09:54,HR,76
-09:54,MAP,92
-09:54,SysABP,143
-09:54,Temp,37.2
-09:54,Urine,310
-10:54,DiasABP,52
-10:54,FiO2,0.4
-10:54,HR,81
-10:54,MAP,73
-10:54,MechVent,1
-10:54,NIDiasABP,43
-10:54,NIMAP,55
-10:54,NISysABP,100
-10:54,SysABP,126
-10:54,Temp,37.2
-11:09,DiasABP,53
-11:09,HR,85
-11:09,MAP,74
-11:09,NIDiasABP,40
-11:09,NIMAP,56
-11:09,NISysABP,101
-11:09,SysABP,117
-11:25,HCT,19.8
-11:54,DiasABP,56
-11:54,HR,89
-11:54,MAP,80
-11:54,SysABP,131
-11:54,Temp,37.2
-11:54,Urine,60
-12:24,DiasABP,54
-12:24,HR,94
-12:24,MAP,72
-12:24,NIDiasABP,50
-12:24,NIMAP,63
-12:24,NISysABP,111
-12:24,SysABP,116
-12:39,pH,7.41
-12:39,DiasABP,65
-12:39,HR,88
-12:39,MAP,89
-12:39,NIDiasABP,40
-12:39,NIMAP,61
-12:39,NISysABP,119
-12:39,PaCO2,41
-12:39,PaO2,183
-12:39,SysABP,138
-12:39,Urine,60
-12:54,DiasABP,66
-12:54,HR,87
-12:54,MAP,94
-12:54,NIDiasABP,40
-12:54,NIMAP,61
-12:54,NISysABP,119
-12:54,SysABP,152
-12:54,Temp,36.3
-13:39,Lactate,2
-13:54,DiasABP,70
-13:54,FiO2,0.4
-13:54,GCS,11
-13:54,HR,87
-13:54,MAP,95
-13:54,MechVent,1
-13:54,SysABP,141
-13:54,Temp,36.8
-13:54,Urine,0
-13:54,Urine,90
-14:14,FiO2,0.4
-14:14,MechVent,1
-14:24,pH,7.39
-14:39,DiasABP,63
-14:39,HR,97
-14:39,MAP,81
-14:39,SysABP,121
-14:44,DiasABP,63
-14:44,HR,91
-14:44,MAP,83
-14:44,SysABP,124
-14:54,DiasABP,70
-14:54,HR,92
-14:54,MAP,95
-14:54,SysABP,142
-14:54,Urine,20
-15:24,Lactate,1.5
-15:32,HCT,26
-15:54,DiasABP,81
-15:54,HR,98
-15:54,MAP,116
-15:54,SysABP,175
-15:54,Urine,90
-16:09,DiasABP,59
-16:09,HR,83
-16:09,MAP,84
-16:09,SysABP,129
-16:09,Temp,36.3
-16:24,DiasABP,59
-16:24,HR,84
-16:24,MAP,83
-16:24,SysABP,123
-16:24,Temp,36.2
-16:54,DiasABP,64
-16:54,HR,85
-16:54,MAP,96
-16:54,SysABP,148
-16:54,Urine,70
-17:09,DiasABP,64
-17:09,HR,87
-17:09,MAP,96
-17:09,SysABP,148
-17:09,Temp,36.2
-17:24,DiasABP,62
-17:24,HR,88
-17:24,MAP,87
-17:24,SysABP,131
-17:24,Temp,36.1
-17:54,DiasABP,63
-17:54,FiO2,0.4
-17:54,GCS,11
-17:54,HR,88
-17:54,MAP,85
-17:54,MechVent,1
-17:54,SysABP,125
-17:54,Urine,100
-18:11,DiasABP,54
-18:11,HR,107
-18:11,MAP,63
-18:11,SysABP,79
-18:30,DiasABP,50
-18:30,HR,94
-18:30,MAP,65
-18:30,SysABP,89
-18:36,pH,7.4
-18:36,PaCO2,39
-18:36,PaO2,166
-18:39,DiasABP,52
-18:39,HR,95
-18:39,MAP,65
-18:39,SysABP,84
-18:49,DiasABP,70
-18:49,HR,86
-18:49,MAP,99
-18:49,SysABP,148
-18:54,DiasABP,55
-18:54,HR,93
-18:54,MAP,69
-18:54,SysABP,93
-18:54,Urine,50
-19:24,DiasABP,64
-19:24,HR,101
-19:24,MAP,84
-19:24,SysABP,120
-19:29,DiasABP,63
-19:29,HR,108
-19:29,MAP,83
-19:29,SysABP,128
-19:31,Albumin,2.4
-19:31,BUN,27
-19:31,Creatinine,0.8
-19:31,Glucose,196
-19:31,HCO3,23
-19:31,HCT,20.8
-19:31,Mg,1.5
-19:31,Platelets,101
-19:31,K,4.4
-19:31,Na,137
-19:31,WBC,9.8
-19:36,Lactate,2.1
-19:54,DiasABP,68
-19:54,HR,123
-19:54,MAP,84
-19:54,SysABP,122
-19:54,Urine,8
-20:19,DiasABP,65
-20:19,HR,122
-20:19,MAP,79
-20:19,SysABP,111
-20:24,DiasABP,69
-20:24,HR,114
-20:24,MAP,86
-20:24,SysABP,127
-20:29,DiasABP,81
-20:29,HR,109
-20:29,MAP,105
-20:29,SysABP,159
-20:39,DiasABP,93
-20:39,HR,110
-20:39,MAP,127
-20:39,SysABP,184
-20:49,HR,117
-20:49,SysABP,120
-20:49,Temp,36.2
-20:54,DiasABP,75
-20:54,HR,91
-20:54,MAP,105
-20:54,SysABP,153
-20:54,Urine,23
-21:09,DiasABP,83
-21:09,HR,96
-21:09,MAP,116
-21:09,SysABP,164
-21:09,Temp,36.1
-21:24,DiasABP,64
-21:24,HR,96
-21:24,MAP,89
-21:24,SysABP,129
-21:28,HCT,28.1
-21:28,Platelets,94
-21:28,WBC,11.6
-21:34,DiasABP,64
-21:34,HR,86
-21:34,MAP,89
-21:34,SysABP,124
-21:39,DiasABP,81
-21:39,HR,78
-21:39,MAP,117
-21:39,SysABP,172
-21:54,DiasABP,74
-21:54,FiO2,0.4
-21:54,GCS,11
-21:54,HR,100
-21:54,MAP,107
-21:54,MechVent,1
-21:54,SysABP,158
-21:54,Temp,36
-21:54,Urine,10
-21:54,Weight,60
-22:24,DiasABP,67
-22:24,HR,96
-22:24,MAP,90
-22:24,SysABP,126
-22:24,Weight,60
-22:39,DiasABP,65
-22:39,HR,110
-22:39,MAP,80
-22:39,SysABP,106
-22:39,Weight,60
-22:44,DiasABP,61
-22:44,HR,104
-22:44,MAP,75
-22:44,SysABP,99
-22:44,Weight,60
-22:54,DiasABP,75
-22:54,HR,94
-22:54,MAP,99
-22:54,SysABP,137
-22:54,Temp,35.9
-22:54,Urine,20
-22:54,Weight,60
-23:02,HCT,23.6
-23:02,Platelets,220
-23:02,WBC,12.5
-23:24,DiasABP,74
-23:24,HR,104
-23:24,MAP,94
-23:24,SysABP,130
-23:24,Weight,60
-23:39,DiasABP,82
-23:39,HR,94
-23:39,MAP,108
-23:39,SysABP,150
-23:39,Weight,60
-23:54,DiasABP,77
-23:54,HR,103
-23:54,MAP,97
-23:54,SysABP,131
-23:54,Temp,36.4
-23:54,Urine,12
-23:54,Weight,60
-24:11,pH,7.37
-24:11,PaCO2,37
-24:11,PaO2,171
-24:24,DiasABP,70
-24:24,HR,118
-24:24,MAP,86
-24:24,SysABP,119
-24:24,Weight,60
-24:29,DiasABP,75
-24:29,MAP,94
-24:29,SysABP,127
-24:39,DiasABP,77
-24:39,MAP,96
-24:39,SysABP,132
-24:54,DiasABP,69
-24:54,HR,114
-24:54,MAP,84
-24:54,SysABP,113
-24:54,Urine,19
-24:54,Weight,60
-24:58,BUN,26
-24:58,Creatinine,0.8
-24:58,Glucose,206
-24:58,HCO3,20
-24:58,HCT,26.9
-24:58,Mg,1.3
-24:58,Platelets,183
-24:58,K,4.4
-24:58,Na,140
-24:58,WBC,12.4
-25:11,Lactate,2.8
-25:54,DiasABP,68
-25:54,FiO2,0.4
-25:54,GCS,10
-25:54,HR,124
-25:54,MAP,84
-25:54,MechVent,1
-25:54,SysABP,117
-25:54,Temp,36.2
-25:54,Urine,8
-25:54,Weight,60
-26:39,DiasABP,69
-26:39,HR,113
-26:39,MAP,87
-26:39,SysABP,124
-26:39,Weight,60
-26:54,MechVent,1
-26:54,Urine,10
-27:24,DiasABP,80
-27:24,HR,89
-27:24,MAP,118
-27:24,SysABP,179
-27:24,Weight,60
-27:54,DiasABP,68
-27:54,HR,101
-27:54,MAP,87
-27:54,SysABP,117
-27:54,Temp,35.8
-27:54,Urine,45
-27:54,Weight,60
-28:24,DiasABP,65
-28:24,HR,114
-28:24,MAP,79
-28:24,SysABP,108
-28:24,Weight,60
-28:39,DiasABP,60
-28:39,HR,128
-28:39,MAP,69
-28:39,SysABP,81
-28:39,Weight,60
-28:44,DiasABP,75
-28:44,HR,124
-28:44,MAP,92
-28:44,SysABP,125
-28:44,Weight,60
-28:54,DiasABP,75
-28:54,HR,81
-28:54,MAP,102
-28:54,SysABP,149
-28:54,Temp,36.1
-28:54,Urine,10
-28:54,Weight,60
-28:59,Albumin,2.4
-28:59,ALP,35
-28:59,ALT,8
-28:59,AST,25
-28:59,Bilirubin,0.7
-28:59,BUN,25
-28:59,Creatinine,0.9
-28:59,Glucose,195
-28:59,HCO3,21
-28:59,HCT,22.9
-28:59,Mg,1.8
-28:59,Platelets,169
-28:59,K,4.4
-28:59,Na,139
-29:09,DiasABP,80
-29:09,HR,112
-29:09,MAP,103
-29:09,SysABP,141
-29:09,Temp,36.1
-29:09,Weight,60
-29:24,DiasABP,91
-29:24,HR,99
-29:24,MAP,120
-29:24,SysABP,165
-29:24,Temp,36.1
-29:24,Weight,60
-29:34,DiasABP,100
-29:34,HR,104
-29:34,MAP,139
-29:34,SysABP,191
-29:34,Temp,36
-29:34,Weight,60
-29:39,DiasABP,81
-29:39,HR,101
-29:39,MAP,106
-29:39,SysABP,146
-29:39,Temp,36
-29:39,Weight,60
-29:54,DiasABP,80
-29:54,FiO2,0.4
-29:54,GCS,10
-29:54,HR,90
-29:54,MAP,110
-29:54,MechVent,1
-29:54,SysABP,156
-29:54,Temp,36
-29:54,Urine,10
-29:54,Weight,60
-30:09,DiasABP,74
-30:09,HR,88
-30:09,MAP,100
-30:09,SysABP,137
-30:09,Temp,36
-30:09,Weight,60
-30:19,DiasABP,53
-30:19,HR,96
-30:19,MAP,66
-30:19,SysABP,84
-30:19,Temp,36.1
-30:19,Weight,60
-30:24,DiasABP,73
-30:24,HR,82
-30:24,MAP,102
-30:24,SysABP,152
-30:24,Temp,36.1
-30:24,Weight,60
-30:39,DiasABP,73
-30:39,HR,66
-30:39,MAP,101
-30:39,SysABP,148
-30:39,Temp,36.1
-30:39,Weight,60
-30:54,DiasABP,81
-30:54,HR,69
-30:54,MAP,117
-30:54,SysABP,179
-30:54,Temp,36.1
-30:54,Urine,20
-30:54,Weight,60
-31:09,DiasABP,79
-31:09,HR,76
-31:09,MAP,109
-31:09,SysABP,158
-31:09,Temp,36.1
-31:09,Weight,60
-31:24,DiasABP,80
-31:24,HR,75
-31:24,MAP,111
-31:24,SysABP,161
-31:24,Temp,36.1
-31:24,Weight,60
-31:39,DiasABP,91
-31:39,HR,86
-31:39,MAP,123
-31:39,SysABP,173
-31:39,Weight,60
-31:54,DiasABP,84
-31:54,HR,85
-31:54,MAP,114
-31:54,SysABP,160
-31:54,Temp,36.1
-31:54,Urine,20
-31:54,Weight,60
-32:09,DiasABP,77
-32:09,HR,82
-32:09,MAP,102
-32:09,SysABP,141
-32:09,Weight,60
-32:24,DiasABP,80
-32:24,HR,78
-32:24,MAP,109
-32:24,SysABP,155
-32:24,Temp,36.1
-32:24,Weight,60
-32:41,HCT,28.8
-32:54,DiasABP,74
-32:54,HR,79
-32:54,MAP,100
-32:54,SysABP,142
-32:54,Urine,25
-32:54,Weight,60
-33:54,FiO2,0.5
-33:54,MechVent,1
-34:09,DiasABP,65
-34:09,HR,63
-34:09,MAP,95
-34:09,SysABP,141
-34:09,Weight,60
-34:24,DiasABP,78
-34:24,HR,63
-34:24,MAP,111
-34:24,SysABP,162
-34:24,Temp,34.9
-34:24,Weight,60
-34:39,DiasABP,82
-34:39,HR,66
-34:39,MAP,112
-34:39,SysABP,158
-34:39,Temp,35.6
-34:39,Weight,60
-34:54,DiasABP,78
-34:54,GCS,10
-34:54,HR,71
-34:54,MAP,104
-34:54,SysABP,141
-34:54,Temp,35.6
-34:54,Urine,140
-34:54,Weight,60
-34:59,pH,7.42
-34:59,PaCO2,37
-34:59,PaO2,182
-35:24,DiasABP,79
-35:24,HR,73
-35:24,MAP,102
-35:24,SysABP,134
-35:24,Weight,60
-35:42,BUN,24
-35:42,Creatinine,0.9
-35:42,Glucose,131
-35:42,HCO3,23
-35:42,HCT,26.2
-35:42,Mg,2.4
-35:42,Platelets,112
-35:42,K,3.8
-35:42,Na,136
-35:54,DiasABP,71
-35:54,HR,81
-35:54,MAP,97
-35:54,SysABP,138
-35:54,Temp,35.8
-35:54,Urine,80
-35:54,Weight,60
-35:59,Lactate,1.8
-36:24,DiasABP,67
-36:24,HR,89
-36:24,MAP,92
-36:24,SysABP,132
-36:24,Weight,60
-36:39,DiasABP,68
-36:39,HR,88
-36:39,MAP,93
-36:39,SysABP,133
-36:39,Weight,60
-36:49,DiasABP,64
-36:49,HR,82
-36:49,MAP,89
-36:49,SysABP,129
-36:49,Weight,60
-36:54,DiasABP,71
-36:54,HR,81
-36:54,MAP,99
-36:54,SysABP,140
-36:54,Temp,36.5
-36:54,Urine,25
-36:54,Weight,60
-37:39,DiasABP,69
-37:39,HR,93
-37:39,MAP,90
-37:39,SysABP,123
-37:39,Weight,60
-37:54,DiasABP,68
-37:54,FiO2,0.5
-37:54,GCS,10
-37:54,HR,89
-37:54,MAP,90
-37:54,MechVent,1
-37:54,SysABP,123
-37:54,Temp,36.7
-37:54,Urine,27
-37:54,Weight,60
-38:10,MechVent,1
-38:19,SysABP,138
-38:54,DiasABP,73
-38:54,HR,77
-38:54,MAP,110
-38:54,SysABP,164
-38:54,Temp,36.6
-38:54,Urine,28
-38:54,Weight,60
-39:09,DiasABP,81
-39:09,HR,85
-39:09,MAP,103
-39:09,SysABP,129
-39:09,Weight,60
-39:39,pH,7.37
-39:39,DiasABP,68
-39:39,HR,81
-39:39,MAP,95
-39:39,PaCO2,41
-39:39,PaO2,152
-39:39,SysABP,134
-39:54,DiasABP,74
-39:54,HR,98
-39:54,MAP,100
-39:54,SysABP,140
-39:54,Temp,36.9
-39:54,Urine,28
-39:54,Weight,60
-40:25,HCT,30.4
-40:39,Lactate,1.4
-40:54,DiasABP,67
-40:54,HR,95
-40:54,MAP,90
-40:54,SysABP,125
-40:54,Temp,37.2
-40:54,Urine,15
-40:54,Weight,60
-41:54,DiasABP,66
-41:54,FiO2,0.4
-41:54,GCS,10
-41:54,HR,91
-41:54,MAP,90
-41:54,MechVent,1
-41:54,SysABP,125
-41:54,Temp,37.1
-41:54,Urine,180
-41:54,Weight,60
-42:39,DiasABP,58
-42:39,HR,92
-42:39,MAP,75
-42:39,SysABP,100
-42:39,Weight,60
-42:44,DiasABP,61
-42:44,HR,89
-42:44,MAP,80
-42:44,SysABP,110
-42:44,Weight,60
-42:54,DiasABP,66
-42:54,HR,89
-42:54,MAP,88
-42:54,SysABP,121
-42:54,Temp,37.3
-42:54,Urine,10
-42:54,Weight,60
-43:39,DiasABP,61
-43:39,HR,96
-43:39,MAP,80
-43:39,SysABP,110
-43:39,Weight,60
-43:54,DiasABP,65
-43:54,HR,100
-43:54,MAP,86
-43:54,SysABP,118
-43:54,Temp,37.3
-43:54,Urine,25
-43:54,Weight,60
-44:24,DiasABP,62
-44:24,HR,106
-44:24,MAP,81
-44:24,SysABP,114
-44:24,Weight,60
-44:39,DiasABP,63
-44:39,HR,104
-44:39,MAP,83
-44:39,SysABP,115
-44:39,Weight,60
-44:54,DiasABP,66
-44:54,HR,108
-44:54,MAP,90
-44:54,SysABP,132
-44:54,Temp,37.3
-44:54,Urine,10
-44:54,Weight,60
-45:06,Albumin,2.7
-45:06,BUN,25
-45:06,Creatinine,1
-45:06,Glucose,141
-45:06,HCO3,21
-45:06,HCT,28.1
-45:06,Mg,2.1
-45:06,Platelets,123
-45:06,K,4.6
-45:06,Na,136
-45:06,TroponinT,0.03
-45:06,WBC,14.8
-45:54,DiasABP,64
-45:54,FiO2,0.4
-45:54,GCS,10
-45:54,HR,118
-45:54,MAP,83
-45:54,MechVent,1
-45:54,SysABP,120
-45:54,Temp,37.2
-45:54,Urine,20
-45:54,Weight,60
-46:24,DiasABP,63
-46:24,HR,107
-46:24,MAP,82
-46:24,SysABP,116
-46:24,Weight,60
-46:54,DiasABP,65
-46:54,HR,117
-46:54,MAP,84
-46:54,SysABP,121
-46:54,Temp,37.2
-46:54,Urine,14
-46:54,Weight,60
-47:54,DiasABP,66
-47:54,HR,119
-47:54,MAP,86
-47:54,SysABP,126
-47:54,Temp,37.4
-47:54,Urine,8
-47:54,Weight,60
diff --git a/data/set-a/132838.txt b/data/set-a/132838.txt
deleted file mode 100644
index 3e04ec808ce189cc4556110119f455ac133cd22b..0000000000000000000000000000000000000000
--- a/data/set-a/132838.txt
+++ /dev/null
@@ -1,472 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132838
-00:00,Age,62
-00:00,Gender,0
-00:00,Height,154.9
-00:00,ICUType,2
-00:00,Weight,70
-00:45,pH,7.33
-00:45,PaCO2,41
-00:45,PaO2,291
-01:11,FiO2,1
-01:11,MechVent,1
-01:16,DiasABP,56
-01:16,HR,87
-01:16,MAP,77
-01:16,SysABP,100
-01:21,DiasABP,50
-01:21,HR,87
-01:21,MAP,70
-01:21,SysABP,90
-01:21,Temp,36.2
-01:21,Urine,1090
-01:26,DiasABP,54
-01:26,HR,88
-01:26,MAP,75
-01:26,SysABP,98
-01:26,Temp,35.9
-01:41,DiasABP,79
-01:41,HR,86
-01:41,MAP,112
-01:41,SysABP,138
-01:41,Temp,35.7
-01:42,pH,7.34
-01:42,PaCO2,37
-01:42,PaO2,345
-01:56,DiasABP,70
-01:56,FiO2,0.4
-01:56,GCS,3
-01:56,HR,94
-01:56,MAP,94
-01:56,SysABP,115
-01:56,Temp,35.8
-01:56,Urine,1500
-01:56,Urine,0
-02:11,DiasABP,59
-02:11,HR,90
-02:11,MAP,81
-02:11,SysABP,104
-02:11,Temp,35.7
-02:26,DiasABP,44
-02:26,HR,91
-02:26,MAP,61
-02:26,SysABP,80
-02:26,Temp,35.8
-02:41,DiasABP,45
-02:41,Glucose,137
-02:41,HCT,35.3
-02:41,HR,92
-02:41,Mg,2
-02:41,MAP,62
-02:41,Platelets,152
-02:41,K,2.6
-02:41,SysABP,80
-02:41,Temp,35.8
-02:56,DiasABP,60
-02:56,HR,91
-02:56,MAP,81
-02:56,SysABP,99
-02:56,Temp,35.3
-02:56,Urine,1350
-03:02,pH,7.32
-03:02,PaCO2,41
-03:02,PaO2,89
-03:02,SaO2,96
-03:26,DiasABP,65
-03:26,HR,90
-03:26,MAP,87
-03:26,SysABP,105
-03:26,Temp,35.9
-03:56,DiasABP,64
-03:56,GCS,7
-03:56,HR,92
-03:56,MAP,85
-03:56,SysABP,102
-03:56,Temp,36.4
-03:56,Urine,500
-04:26,DiasABP,65
-04:26,HR,90
-04:26,MAP,87
-04:26,SysABP,106
-04:26,Temp,36.7
-04:56,DiasABP,63
-04:56,FiO2,0.4
-04:56,HR,90
-04:56,MAP,86
-04:56,MechVent,1
-04:56,SysABP,108
-04:56,Temp,37
-04:56,Urine,220
-05:25,pH,7.35
-05:25,PaCO2,42
-05:25,PaO2,91
-05:25,SaO2,96
-05:56,DiasABP,53
-05:56,GCS,7
-05:56,HR,90
-05:56,MAP,74
-05:56,SysABP,95
-05:56,Temp,37.3
-05:56,Urine,220
-06:26,MechVent,1
-06:56,pH,7.33
-06:56,DiasABP,45
-06:56,HR,89
-06:56,MAP,63
-06:56,PaCO2,45
-06:56,PaO2,95
-06:56,SysABP,80
-06:56,SaO2,97
-06:56,Temp,37.5
-06:56,Urine,180
-07:11,DiasABP,57
-07:11,HR,90
-07:11,MAP,76
-07:11,SysABP,92
-07:11,Temp,37
-07:56,DiasABP,54
-07:56,FiO2,0.4
-07:56,HR,92
-07:56,MAP,73
-07:56,MechVent,1
-07:56,SysABP,90
-07:56,Temp,37.2
-07:56,Urine,150
-08:37,pH,7.33
-08:37,PaCO2,44
-08:37,PaO2,98
-08:37,SaO2,97
-08:56,DiasABP,71
-08:56,GCS,11
-08:56,HR,91
-08:56,MAP,94
-08:56,SysABP,121
-08:56,Temp,36.9
-08:56,Urine,100
-09:54,BUN,4
-09:54,Creatinine,0.3
-09:54,Glucose,126
-09:54,HCO3,21
-09:54,HCT,26.7
-09:54,Mg,1.3
-09:54,Platelets,112
-09:54,K,4
-09:54,Na,137
-09:54,WBC,5.9
-09:56,DiasABP,48
-09:56,HR,92
-09:56,MAP,64
-09:56,SysABP,85
-09:56,Temp,37.2
-09:56,Urine,80
-10:56,DiasABP,49
-10:56,HR,91
-10:56,MAP,66
-10:56,SysABP,90
-10:56,Temp,37.1
-10:56,Urine,100
-11:56,DiasABP,48
-11:56,HR,91
-11:56,MAP,63
-11:56,SysABP,85
-11:56,Temp,37.1
-11:56,Urine,60
-12:56,DiasABP,49
-12:56,GCS,15
-12:56,HR,92
-12:56,MAP,67
-12:56,SysABP,94
-12:56,Temp,37.2
-12:56,Urine,45
-13:26,DiasABP,59
-13:26,SysABP,109
-13:56,DiasABP,54
-13:56,HR,92
-13:56,MAP,71
-13:56,MechVent,1
-13:56,SysABP,98
-13:56,Temp,37.4
-13:56,Urine,40
-13:56,Weight,70.3
-14:56,DiasABP,52
-14:56,HR,81
-14:56,MAP,68
-14:56,SysABP,96
-14:56,Temp,37.7
-14:56,Urine,25
-14:56,Weight,70.3
-15:56,DiasABP,54
-15:56,HR,72
-15:56,MAP,70
-15:56,SysABP,98
-15:56,Temp,38.1
-15:56,Urine,15
-15:56,Weight,70.3
-16:56,DiasABP,52
-16:56,GCS,15
-16:56,HR,78
-16:56,MAP,68
-16:56,SysABP,96
-16:56,Temp,38.2
-16:56,Urine,10
-16:56,Weight,70.3
-17:56,DiasABP,53
-17:56,HR,80
-17:56,MAP,70
-17:56,SysABP,99
-17:56,Temp,38.3
-17:56,Urine,10
-17:56,Weight,70.3
-18:56,DiasABP,53
-18:56,HR,80
-18:56,MAP,46
-18:56,NIDiasABP,42
-18:56,NIMAP,59
-18:56,NISysABP,93
-18:56,SysABP,95
-18:56,Temp,38.3
-18:56,Urine,10
-18:56,Weight,70.3
-19:02,pH,7.37
-19:56,DiasABP,53
-19:56,HR,82
-19:56,MAP,74
-19:56,NIDiasABP,64
-19:56,NIMAP,74
-19:56,NISysABP,94
-19:56,SysABP,109
-19:56,Temp,38.3
-19:56,Urine,45
-19:56,Weight,70.3
-20:56,DiasABP,41
-20:56,GCS,15
-20:56,HR,84
-20:56,MAP,58
-20:56,SysABP,95
-20:56,Temp,38.3
-20:56,Urine,30
-20:56,Weight,70.3
-20:59,HCT,28.8
-20:59,Platelets,164
-21:56,DiasABP,49
-21:56,HR,83
-21:56,MAP,69
-21:56,SysABP,110
-21:56,Temp,38.1
-21:56,Urine,50
-21:56,Weight,70.3
-22:56,DiasABP,52
-22:56,HR,89
-22:56,MAP,70
-22:56,SysABP,107
-22:56,Temp,37.7
-22:56,Urine,15
-22:56,Weight,70.3
-23:56,DiasABP,48
-23:56,HR,90
-23:56,MAP,65
-23:56,SysABP,97
-23:56,Temp,37.6
-23:56,Urine,50
-23:56,Weight,70.3
-24:56,DiasABP,47
-24:56,GCS,15
-24:56,HR,91
-24:56,MAP,63
-24:56,SysABP,97
-24:56,Temp,37.3
-24:56,Urine,150
-24:56,Weight,70.3
-25:56,DiasABP,44
-25:56,HR,85
-25:56,MAP,62
-25:56,SysABP,95
-25:56,Temp,37.4
-25:56,Urine,200
-25:56,Weight,70.3
-26:56,DiasABP,44
-26:56,HR,81
-26:56,MAP,61
-26:56,SysABP,97
-26:56,Temp,37.3
-26:56,Weight,70.3
-27:26,DiasABP,47
-27:26,HR,91
-27:26,MAP,65
-27:26,SysABP,104
-27:26,Temp,37.3
-27:26,Weight,70.3
-27:56,DiasABP,48
-27:56,HR,89
-27:56,MAP,67
-27:56,SysABP,106
-27:56,Temp,37.3
-27:56,Urine,75
-27:56,Weight,70.3
-28:29,pH,7.33
-28:29,PaCO2,45
-28:29,PaO2,111
-28:56,DiasABP,53
-28:56,HR,74
-28:56,MAP,72
-28:56,SysABP,113
-28:56,Temp,37.7
-28:56,Weight,70.3
-29:05,Mg,1.5
-29:29,Lactate,1.3
-29:56,DiasABP,66
-29:56,HR,76
-29:56,MAP,91
-29:56,SysABP,147
-29:56,Temp,38
-29:56,Urine,45
-29:56,Weight,70.3
-30:56,DiasABP,47
-30:56,HR,77
-30:56,MAP,63
-30:56,SysABP,94
-30:56,Temp,37.6
-30:56,Weight,70.3
-31:56,DiasABP,49
-31:56,HR,77
-31:56,MAP,68
-31:56,SysABP,110
-31:56,Temp,37.6
-31:56,Urine,90
-31:56,Weight,70.3
-32:08,pH,7.34
-32:08,PaCO2,38
-32:08,PaO2,92
-32:36,BUN,5
-32:36,Creatinine,0.4
-32:36,Glucose,155
-32:36,HCO3,21
-32:36,HCT,26.9
-32:36,Mg,1.9
-32:36,Platelets,153
-32:36,K,3.8
-32:36,Na,134
-32:36,WBC,7.3
-32:56,DiasABP,44
-32:56,HR,75
-32:56,MAP,60
-32:56,SysABP,92
-32:56,Temp,37.4
-32:56,Urine,60
-32:56,Weight,70.3
-33:26,DiasABP,43
-33:26,HR,74
-33:26,MAP,59
-33:26,SysABP,94
-33:26,Temp,37.1
-33:26,Weight,70.3
-33:56,DiasABP,48
-33:56,HR,71
-33:56,MAP,64
-33:56,SysABP,101
-33:56,Temp,37.1
-33:56,Weight,70.3
-34:56,DiasABP,40
-34:56,GCS,15
-34:56,HR,17
-34:56,MAP,56
-34:56,SysABP,91
-34:56,Temp,37
-34:56,Urine,140
-34:56,Weight,70.3
-35:56,DiasABP,57
-35:56,HR,71
-35:56,MAP,79
-35:56,SysABP,127
-35:56,Temp,37.2
-35:56,Urine,50
-35:56,Weight,70.3
-36:26,DiasABP,47
-36:26,HR,79
-36:26,MAP,64
-36:26,SysABP,93
-36:26,Temp,37.3
-36:26,Weight,70.3
-36:56,DiasABP,52
-36:56,HR,73
-36:56,MAP,69
-36:56,SysABP,105
-36:56,Temp,37.2
-36:56,Urine,160
-36:56,Weight,70.3
-37:56,DiasABP,62
-37:56,HR,78
-37:56,MAP,78
-37:56,SysABP,108
-37:56,Temp,37.2
-37:56,Urine,40
-37:56,Weight,70.3
-38:56,DiasABP,46
-38:56,GCS,15
-38:56,HR,75
-38:56,MAP,67
-38:56,SysABP,109
-38:56,Urine,90
-38:56,Weight,70.3
-39:56,DiasABP,49
-39:56,HR,75
-39:56,MAP,74
-39:56,SysABP,129
-39:56,Temp,37.3
-39:56,Urine,280
-39:56,Weight,70.3
-40:56,DiasABP,47
-40:56,HR,72
-40:56,MAP,65
-40:56,SysABP,100
-40:56,Temp,37.3
-40:56,Urine,100
-40:56,Weight,70.3
-41:56,DiasABP,51
-41:56,HR,75
-41:56,MAP,70
-41:56,SysABP,107
-41:56,Temp,37.5
-41:56,Urine,90
-41:56,Weight,70.3
-42:56,DiasABP,44
-42:56,GCS,15
-42:56,HR,74
-42:56,MAP,63
-42:56,SysABP,101
-42:56,Temp,37.7
-42:56,Weight,70.3
-43:56,DiasABP,47
-43:56,HR,82
-43:56,MAP,66
-43:56,SysABP,104
-43:56,Temp,37.7
-43:56,Urine,200
-43:56,Weight,70.3
-44:56,DiasABP,51
-44:56,HR,83
-44:56,MAP,73
-44:56,SysABP,116
-44:56,Temp,37.7
-44:56,Urine,350
-44:56,Weight,70.3
-45:56,HR,82
-45:56,NIDiasABP,43
-45:56,NIMAP,62
-45:56,NISysABP,100
-45:56,Urine,320
-45:56,Weight,70.3
-46:26,Urine,300
-46:56,GCS,15
-46:56,HR,83
-46:56,NIDiasABP,47
-46:56,NIMAP,62.67
-46:56,NISysABP,94
-46:56,Weight,70.3
-47:56,HR,73
-47:56,NIDiasABP,41
-47:56,NIMAP,58.67
-47:56,NISysABP,94
-47:56,Temp,37.7
-47:56,Urine,350
-47:56,Weight,70.3
diff --git a/data/set-a/132842.txt b/data/set-a/132842.txt
deleted file mode 100644
index 3b5cf7d1ff1eb96f203c014a48caf15a77086c8e..0000000000000000000000000000000000000000
--- a/data/set-a/132842.txt
+++ /dev/null
@@ -1,421 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132842
-00:00,Age,64
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,55
-01:16,FiO2,0.5
-01:16,MechVent,1
-01:31,DiasABP,48
-01:31,GCS,5
-01:31,HR,83
-01:31,MAP,69
-01:31,SysABP,105
-01:31,Temp,36.6
-01:31,Weight,55
-02:31,DiasABP,48
-02:31,FiO2,0.5
-02:31,HR,86
-02:31,MAP,69
-02:31,MechVent,1
-02:31,SysABP,106
-02:31,Urine,80
-02:31,Weight,55
-03:31,DiasABP,47
-03:31,HR,86
-03:31,MAP,69
-03:31,SysABP,111
-03:31,Weight,55
-04:00,pH,7.37
-04:00,PaCO2,46
-04:00,PaO2,156
-04:01,BUN,7
-04:01,Creatinine,0.5
-04:01,Glucose,125
-04:01,HCO3,25
-04:01,HCT,33
-04:01,Mg,1.7
-04:01,Platelets,249
-04:01,K,4.1
-04:01,Na,143
-04:01,WBC,9.5
-04:31,DiasABP,48
-04:31,GCS,5
-04:31,HR,88
-04:31,MAP,70
-04:31,MechVent,1
-04:31,SysABP,114
-04:31,Temp,36.4
-04:31,Urine,85
-04:31,Weight,55
-05:31,DiasABP,43
-05:31,HR,86
-05:31,MAP,63
-05:31,SysABP,106
-05:31,Weight,55
-06:31,DiasABP,51
-06:31,FiO2,0.5
-06:31,GCS,5
-06:31,HR,93
-06:31,MAP,79
-06:31,MechVent,1
-06:31,SysABP,137
-06:31,Urine,80
-06:31,Weight,55
-06:36,DiasABP,47
-06:36,HR,89
-06:36,MAP,70
-06:36,SysABP,123
-06:36,Weight,55
-06:42,pH,7.37
-06:42,Lactate,0.8
-06:42,PaCO2,43
-06:42,PaO2,154
-07:01,DiasABP,51
-07:01,HR,101
-07:01,MAP,74
-07:01,SysABP,119
-07:01,Weight,55
-07:31,DiasABP,41
-07:31,HR,82
-07:31,MAP,63
-07:31,SysABP,110
-07:31,Weight,55
-08:31,DiasABP,54
-08:31,GCS,5
-08:31,HR,101
-08:31,MAP,76
-08:31,MechVent,1
-08:31,SysABP,134
-08:31,Urine,140
-08:31,Weight,55
-09:31,DiasABP,55
-09:31,HR,78
-09:31,MAP,77
-09:31,MechVent,1
-09:31,SysABP,130
-09:31,Weight,55
-10:09,pH,7.42
-10:09,PaCO2,36
-10:09,PaO2,139
-10:31,DiasABP,52
-10:31,FiO2,0.5
-10:31,GCS,5
-10:31,HR,93
-10:31,MAP,67
-10:31,MechVent,1
-10:31,SysABP,105
-10:31,Temp,38.1
-10:31,Urine,100
-10:31,Weight,55
-11:31,DiasABP,58
-11:31,HR,92
-11:31,MAP,78
-11:31,SysABP,121
-11:31,Weight,55
-16:19,FiO2,0.5
-16:19,MechVent,1
-16:23,MechVent,1
-16:31,DiasABP,45
-16:31,GCS,3
-16:31,HR,84
-16:31,MAP,67
-16:31,SysABP,108
-16:31,Temp,36.2
-16:31,Weight,55
-17:39,BUN,5
-17:39,Creatinine,0.5
-17:39,Glucose,121
-17:39,HCO3,20
-17:39,HCT,31.1
-17:39,Mg,1.7
-17:39,Platelets,231
-17:39,K,4.3
-17:39,Na,145
-17:39,WBC,15.6
-18:31,DiasABP,60
-18:31,FiO2,0.5
-18:31,GCS,3
-18:31,HR,83
-18:31,MAP,85
-18:31,MechVent,1
-18:31,SysABP,120
-18:31,Weight,55
-19:31,DiasABP,55
-19:31,HR,78
-19:31,MAP,76
-19:31,SysABP,116
-19:31,Weight,55
-20:31,DiasABP,52
-20:31,GCS,3
-20:31,HR,79
-20:31,MAP,78
-20:31,SysABP,114
-20:31,Temp,36.7
-20:31,Weight,55
-20:50,TroponinI,0.4
-20:53,pH,7.34
-20:53,Lactate,0.6
-20:53,PaCO2,42
-20:53,PaO2,126
-20:53,SaO2,98
-21:31,DiasABP,52
-21:31,HR,80
-21:31,MAP,72
-21:31,SysABP,114
-21:31,Weight,55
-22:01,DiasABP,46
-22:01,HR,75
-22:01,MAP,66
-22:01,SysABP,105
-22:01,Weight,55
-22:31,DiasABP,57
-22:31,FiO2,0.5
-22:31,GCS,3
-22:31,HR,93
-22:31,MAP,81
-22:31,MechVent,1
-22:31,SysABP,127
-22:31,Weight,55
-23:31,DiasABP,50
-23:31,HR,84
-23:31,MAP,82
-23:31,SysABP,130
-23:31,Weight,55
-24:31,DiasABP,56
-24:31,GCS,3
-24:31,HR,91
-24:31,MAP,82
-24:31,SysABP,127
-24:31,Weight,55
-25:31,DiasABP,60
-25:31,HR,81
-25:31,MAP,82
-25:31,SysABP,130
-25:31,Weight,55
-26:31,DiasABP,54
-26:31,FiO2,0.5
-26:31,GCS,3
-26:31,HR,80
-26:31,MAP,78
-26:31,MechVent,1
-26:31,SysABP,120
-26:31,Temp,36.7
-26:31,Weight,55
-26:57,pH,7.36
-26:57,PaCO2,39
-26:57,PaO2,149
-26:57,SaO2,97
-27:04,BUN,5
-27:04,Creatinine,0.5
-27:04,Glucose,124
-27:04,HCO3,22
-27:04,HCT,31
-27:04,Mg,2.1
-27:04,Platelets,269
-27:04,K,4.9
-27:04,Na,142
-27:04,WBC,20
-27:31,DiasABP,56
-27:31,HR,91
-27:31,MAP,82
-27:31,SysABP,125
-27:31,Weight,55
-28:31,DiasABP,58
-28:31,GCS,3
-28:31,HR,99
-28:31,MAP,84
-28:31,SysABP,126
-28:31,Weight,55
-29:31,DiasABP,58
-29:31,HR,96
-29:31,MAP,84
-29:31,SysABP,123
-29:31,Weight,55
-30:31,DiasABP,51
-30:31,GCS,3
-30:31,HR,76
-30:31,MAP,76
-30:31,SysABP,117
-30:31,Weight,55
-31:01,FiO2,0.5
-31:01,MechVent,1
-31:31,DiasABP,50
-31:31,HR,82
-31:31,MAP,73
-31:31,SysABP,113
-31:31,Weight,55
-33:31,DiasABP,57
-33:31,GCS,3
-33:31,HR,85
-33:31,MAP,81
-33:31,SysABP,120
-33:31,Weight,55
-34:31,DiasABP,61
-34:31,GCS,3
-34:31,HR,84
-34:31,MAP,87
-34:31,SysABP,127
-34:31,Temp,36.8
-34:31,Weight,55
-35:01,DiasABP,54
-35:01,HR,89
-35:01,MAP,76
-35:01,SysABP,112
-35:01,Weight,55
-35:31,DiasABP,67
-35:31,GCS,3
-35:31,HR,96
-35:31,MAP,97
-35:31,SysABP,141
-35:31,Weight,55
-35:51,FiO2,0.5
-35:51,MechVent,1
-36:31,DiasABP,59
-36:31,GCS,3
-36:31,HR,79
-36:31,MAP,83
-36:31,SysABP,123
-36:31,Weight,55
-37:31,DiasABP,61
-37:31,GCS,3
-37:31,HR,79
-37:31,MAP,87
-37:31,SysABP,130
-37:31,Weight,55
-38:16,DiasABP,68
-38:16,HR,96
-38:16,MAP,97
-38:16,SysABP,142
-38:16,Weight,55
-38:31,DiasABP,64
-38:31,GCS,3
-38:31,HR,90
-38:31,MAP,92
-38:31,SysABP,135
-38:31,Temp,37.3
-38:31,Weight,55
-38:41,DiasABP,71
-38:41,HR,104
-38:41,MAP,102
-38:41,SysABP,149
-38:41,Weight,55
-38:51,FiO2,0.5
-38:51,MechVent,1
-39:16,DiasABP,55
-39:16,HR,92
-39:16,MAP,78
-39:16,SysABP,118
-39:16,Weight,55
-39:31,DiasABP,50
-39:31,GCS,3
-39:31,HR,92
-39:31,MAP,90
-39:31,SysABP,110
-39:31,Weight,55
-39:41,DiasABP,66
-39:41,HR,106
-39:41,MAP,95
-39:41,SysABP,144
-39:41,Weight,55
-39:51,DiasABP,67
-39:51,HR,108
-39:51,MAP,97
-39:51,SysABP,146
-39:51,Weight,55
-40:16,DiasABP,71
-40:16,HR,118
-40:16,MAP,102
-40:16,SysABP,154
-40:16,Weight,55
-40:31,DiasABP,57
-40:31,GCS,3
-40:31,HR,92
-40:31,MAP,80
-40:31,SysABP,121
-40:31,Temp,37.2
-40:31,Weight,55
-41:31,DiasABP,68
-41:31,GCS,3
-41:31,HR,100
-41:31,MAP,99
-41:31,SysABP,146
-41:31,Weight,55
-42:31,DiasABP,51
-42:31,FiO2,0.5
-42:31,GCS,5
-42:31,HR,82
-42:31,MAP,72
-42:31,MechVent,1
-42:31,SysABP,111
-42:31,Temp,37.9
-42:31,Weight,55
-43:31,DiasABP,49
-43:31,GCS,5
-43:31,HR,89
-43:31,MAP,69
-43:31,SysABP,103
-43:31,Weight,55
-43:36,DiasABP,61
-43:36,HR,96
-43:36,MAP,87
-43:36,SysABP,132
-43:36,Weight,55
-44:06,DiasABP,49
-44:06,HR,87
-44:06,MAP,68
-44:06,SysABP,101
-44:06,Weight,55
-44:11,DiasABP,55
-44:11,HR,84
-44:11,MAP,77
-44:11,SysABP,116
-44:11,Weight,55
-44:31,DiasABP,61
-44:31,GCS,5
-44:31,HR,91
-44:31,MAP,88
-44:31,SysABP,133
-44:31,Weight,55
-44:51,DiasABP,65
-44:51,HR,98
-44:51,MAP,95
-44:51,SysABP,144
-44:51,Weight,55
-45:01,DiasABP,54
-45:01,HR,86
-45:01,MAP,76
-45:01,SysABP,115
-45:01,Weight,55
-45:06,DiasABP,54
-45:06,HR,86
-45:06,MAP,76
-45:06,SysABP,108
-45:06,Weight,55
-45:11,DiasABP,67
-45:11,HR,92
-45:11,MAP,97
-45:11,SysABP,145
-45:11,Weight,55
-45:31,DiasABP,69
-45:31,GCS,5
-45:31,HR,102
-45:31,MAP,101
-45:31,SysABP,151
-45:31,Weight,55
-46:31,DiasABP,62
-46:31,FiO2,0.5
-46:31,GCS,5
-46:31,HR,89
-46:31,MAP,92
-46:31,MechVent,1
-46:31,SysABP,141
-46:31,Temp,37.9
-46:31,Weight,55
-47:31,DiasABP,66
-47:31,GCS,5
-47:31,HR,105
-47:31,MAP,93
-47:31,SysABP,142
-47:31,Weight,55
diff --git a/data/set-a/132844.txt b/data/set-a/132844.txt
deleted file mode 100644
index dd32a12acc2491b340a34ff355c09026915b2eff..0000000000000000000000000000000000000000
--- a/data/set-a/132844.txt
+++ /dev/null
@@ -1,382 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132844
-00:00,Age,88
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,74.3
-01:39,GCS,11
-01:39,HR,69
-01:39,NIDiasABP,67
-01:39,NIMAP,89
-01:39,NISysABP,156
-01:39,RespRate,15
-01:39,Temp,38.4
-02:09,HR,80
-02:09,NIDiasABP,94
-02:09,NIMAP,103
-02:09,NISysABP,138
-02:09,RespRate,14
-02:09,Urine,300
-03:09,GCS,8
-03:09,HR,72
-03:09,NIDiasABP,54
-03:09,NIMAP,74
-03:09,NISysABP,143
-03:09,RespRate,14
-03:09,Temp,36.4
-03:09,Urine,30
-04:09,GCS,8
-04:09,HR,62
-04:09,NIDiasABP,39
-04:09,NIMAP,61
-04:09,NISysABP,120
-04:09,RespRate,14
-04:09,Urine,25
-04:39,HR,63
-04:39,NIDiasABP,58
-04:39,NIMAP,85
-04:39,NISysABP,162
-04:39,RespRate,15
-05:09,GCS,11
-05:09,HR,70
-05:09,NIDiasABP,64
-05:09,NIMAP,81
-05:09,NISysABP,128
-05:09,RespRate,17
-05:09,Urine,12
-06:09,HR,73
-06:09,RespRate,17
-06:39,Urine,250
-07:09,GCS,12
-07:09,HR,71
-07:09,NIDiasABP,58
-07:09,NIMAP,75
-07:09,NISysABP,129
-07:09,RespRate,17
-07:09,Temp,36.8
-07:09,Urine,22
-08:09,HR,71
-08:09,NIDiasABP,50
-08:09,NIMAP,72
-08:09,NISysABP,131
-08:09,RespRate,16
-08:09,Urine,80
-09:09,GCS,10
-09:09,HR,65
-09:09,NIDiasABP,53
-09:09,NIMAP,72
-09:09,NISysABP,142
-09:09,RespRate,14
-09:09,Urine,120
-10:09,GCS,10
-10:09,HR,70
-10:09,NIDiasABP,57
-10:09,NIMAP,78
-10:09,NISysABP,143
-10:09,RespRate,18
-10:09,Urine,70
-11:09,GCS,10
-11:09,HR,71
-11:09,NIDiasABP,62
-11:09,NIMAP,76
-11:09,NISysABP,112
-11:09,RespRate,13
-11:09,Temp,37.2
-11:09,Urine,70
-12:09,GCS,12
-12:09,HR,67
-12:09,NIDiasABP,52
-12:09,NIMAP,69
-12:09,NISysABP,126
-12:09,RespRate,15
-12:09,Urine,50
-13:09,GCS,14
-13:09,HR,72
-13:09,NIDiasABP,56
-13:09,NIMAP,71
-13:09,NISysABP,127
-13:09,RespRate,19
-13:09,Urine,50
-14:09,BUN,14
-14:09,Creatinine,0.7
-14:09,GCS,11
-14:09,Glucose,118
-14:09,HCO3,26
-14:09,HCT,35
-14:09,HR,70
-14:09,Mg,2.3
-14:09,NIDiasABP,56
-14:09,NIMAP,75
-14:09,NISysABP,129
-14:09,Platelets,350
-14:09,K,3.3
-14:09,Na,140
-14:09,RespRate,14
-14:09,Urine,30
-14:09,WBC,14.6
-15:09,GCS,11
-15:09,HR,62
-15:09,NIDiasABP,59
-15:09,NIMAP,79
-15:09,NISysABP,144
-15:09,RespRate,12
-15:09,Temp,36.7
-15:09,Urine,40
-16:09,GCS,10
-16:09,HR,62
-16:09,NIDiasABP,60
-16:09,NIMAP,76
-16:09,NISysABP,148
-16:09,RespRate,18
-16:09,Urine,35
-17:09,GCS,10
-17:09,HR,73
-17:09,NIDiasABP,54
-17:09,NIMAP,71
-17:09,NISysABP,130
-17:09,RespRate,14
-17:09,Urine,25
-18:09,GCS,10
-18:09,HR,74
-18:09,NIDiasABP,43
-18:09,NIMAP,62
-18:09,NISysABP,114
-18:09,RespRate,17
-18:09,Urine,22
-19:09,GCS,10
-19:09,HR,73
-19:09,NIDiasABP,46
-19:09,NIMAP,63
-19:09,NISysABP,107
-19:09,RespRate,14
-19:09,Temp,37.1
-19:09,Urine,30
-20:09,GCS,9
-20:09,HR,75
-20:09,NIDiasABP,50
-20:09,NIMAP,65
-20:09,NISysABP,111
-20:09,RespRate,14
-20:09,Urine,30
-21:09,GCS,9
-21:09,HR,66
-21:09,NIDiasABP,59
-21:09,NIMAP,75
-21:09,NISysABP,126
-21:09,RespRate,15
-21:09,Urine,18
-22:09,GCS,10
-22:09,HR,66
-22:09,NIDiasABP,52
-22:09,NIMAP,73
-22:09,NISysABP,128
-22:09,RespRate,17
-22:09,Urine,30
-23:09,GCS,11
-23:09,HR,69
-23:09,NIDiasABP,49
-23:09,NIMAP,66
-23:09,NISysABP,123
-23:09,RespRate,17
-23:09,Temp,37.2
-23:09,Urine,18
-24:09,HR,62
-24:09,NIDiasABP,61
-24:09,NIMAP,68
-24:09,NISysABP,121
-24:09,RespRate,15
-24:09,Urine,20
-25:09,GCS,11
-25:09,HR,64
-25:09,NIDiasABP,63
-25:09,NIMAP,80
-25:09,NISysABP,132
-25:09,RespRate,15
-25:09,Urine,35
-26:09,GCS,10
-26:09,HR,63
-26:09,NIDiasABP,43
-26:09,NIMAP,63
-26:09,NISysABP,125
-26:09,RespRate,14
-26:09,Urine,12
-27:09,GCS,10
-27:09,HR,73
-27:09,NIDiasABP,56
-27:09,NIMAP,75
-27:09,NISysABP,130
-27:09,RespRate,20
-27:09,Temp,37.4
-27:09,Urine,45
-28:09,HR,66
-28:09,NIDiasABP,62
-28:09,NIMAP,80
-28:09,NISysABP,133
-28:09,RespRate,17
-28:09,Urine,45
-29:09,GCS,10
-29:09,HR,59
-29:09,NIDiasABP,54
-29:09,NIMAP,74
-29:09,NISysABP,138
-29:09,RespRate,14
-30:09,HR,63
-30:09,NIDiasABP,66
-30:09,NIMAP,76
-30:09,NISysABP,130
-30:09,RespRate,16
-30:09,Urine,40
-31:09,GCS,12
-31:09,HR,64
-31:09,NIDiasABP,50
-31:09,NIMAP,67
-31:09,NISysABP,117
-31:09,RespRate,15
-31:09,Temp,36.8
-31:09,Urine,40
-32:09,GCS,12
-32:09,HR,64
-32:09,NIDiasABP,67
-32:09,NIMAP,84
-32:09,NISysABP,140
-32:09,RespRate,18
-32:09,Urine,50
-33:09,GCS,12
-33:09,HR,61
-33:09,NIDiasABP,45
-33:09,NIMAP,69
-33:09,NISysABP,136
-33:09,RespRate,14
-33:09,Urine,30
-34:09,GCS,12
-34:09,HR,63
-34:09,NIDiasABP,46
-34:09,NIMAP,69
-34:09,NISysABP,133
-34:09,RespRate,11
-34:09,Urine,35
-35:09,GCS,13
-35:09,HR,66
-35:09,NIDiasABP,50
-35:09,NIMAP,64
-35:09,NISysABP,119
-35:09,RespRate,16
-35:09,Temp,37
-35:09,Urine,50
-36:09,GCS,13
-36:09,HR,65
-36:09,NIDiasABP,58
-36:09,NIMAP,80
-36:09,NISysABP,141
-36:09,RespRate,15
-36:09,Urine,40
-37:09,GCS,12
-37:09,HR,60
-37:09,NIDiasABP,50
-37:09,NIMAP,72
-37:09,NISysABP,135
-37:09,RespRate,17
-37:09,Urine,35
-38:09,GCS,12
-38:09,HR,68
-38:09,NIDiasABP,68
-38:09,NIMAP,83
-38:09,NISysABP,148
-38:09,RespRate,16
-38:09,Urine,45
-38:51,BUN,18
-38:51,Creatinine,0.6
-38:51,Glucose,121
-38:51,HCO3,22
-38:51,HCT,31.9
-38:51,Mg,2.4
-38:51,Platelets,309
-38:51,K,3.4
-38:51,Na,141
-38:51,WBC,13.3
-39:09,GCS,12
-39:09,HR,74
-39:09,NIDiasABP,53
-39:09,NIMAP,77
-39:09,NISysABP,150
-39:09,RespRate,18
-39:09,Temp,37.2
-39:09,Urine,50
-40:09,GCS,13
-40:09,HR,59
-40:09,NIDiasABP,82
-40:09,NIMAP,93
-40:09,NISysABP,130
-40:09,RespRate,15
-40:09,Urine,40
-41:09,GCS,13
-41:09,HR,63
-41:09,NIDiasABP,90
-41:09,NIMAP,102
-41:09,NISysABP,143
-41:09,RespRate,17
-41:09,Urine,40
-42:09,GCS,13
-42:09,HR,63
-42:09,NIDiasABP,59
-42:09,NIMAP,81
-42:09,NISysABP,143
-42:09,RespRate,17
-42:09,Urine,35
-43:09,GCS,12
-43:09,HR,67
-43:09,NIDiasABP,50
-43:09,NIMAP,74
-43:09,NISysABP,146
-43:09,RespRate,18
-43:09,Temp,37.5
-43:09,Urine,60
-43:39,HR,72
-43:39,NIDiasABP,59
-43:39,NIMAP,79
-43:39,NISysABP,149
-43:39,RespRate,18
-43:54,HR,77
-43:54,NIDiasABP,59
-43:54,NIMAP,81
-43:54,NISysABP,156
-43:54,RespRate,22
-44:09,GCS,14
-44:09,HR,85
-44:09,NIDiasABP,74
-44:09,NIMAP,86
-44:09,NISysABP,142
-44:09,RespRate,25
-44:39,NIDiasABP,73
-44:39,NIMAP,92
-44:39,NISysABP,156
-44:39,RespRate,26
-44:39,Temp,37.7
-44:39,Urine,80
-44:49,HR,96
-44:49,NIDiasABP,77
-44:49,NIMAP,93
-44:49,NISysABP,140
-44:49,RespRate,25
-44:49,Temp,37.7
-44:54,Temp,38.2
-45:09,HR,77
-45:09,NIDiasABP,77
-45:09,NIMAP,93
-45:09,NISysABP,140
-45:09,RespRate,17
-45:09,Urine,50
-46:09,GCS,12
-46:09,HR,82
-46:09,NIDiasABP,121
-46:09,NIMAP,124
-46:09,NISysABP,135
-46:09,RespRate,21
-46:09,Urine,15
-46:39,Urine,70
-47:09,HR,75
-47:09,NIDiasABP,55
-47:09,NIMAP,78
-47:09,NISysABP,153
-47:09,RespRate,18
diff --git a/data/set-a/132845.txt b/data/set-a/132845.txt
deleted file mode 100644
index 69c32f3096e5937e5fe918a7faeba927d3d5fdc2..0000000000000000000000000000000000000000
--- a/data/set-a/132845.txt
+++ /dev/null
@@ -1,456 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132845
-00:00,Age,90
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,70.7
-01:07,GCS,14
-01:07,HR,49
-01:07,NIDiasABP,63
-01:07,NIMAP,79
-01:07,NISysABP,134
-01:07,RespRate,12
-01:07,Temp,35.6
-01:07,Weight,70.7
-02:07,HR,51
-02:07,NIDiasABP,48
-02:07,NIMAP,67
-02:07,NISysABP,128
-02:07,RespRate,20
-02:07,Weight,70.7
-03:07,HR,38
-03:07,NIDiasABP,33
-03:07,NIMAP,50
-03:07,NISysABP,100
-03:07,RespRate,26
-03:07,Weight,70.7
-04:07,HR,47
-04:07,NIDiasABP,43
-04:07,NIMAP,60
-04:07,NISysABP,108
-04:07,RespRate,20
-04:07,Weight,70.7
-04:22,HR,37
-04:22,NIDiasABP,41
-04:22,NIMAP,50
-04:22,NISysABP,81
-04:22,RespRate,15
-04:22,Weight,70.7
-04:37,HR,40
-04:37,NIDiasABP,40
-04:37,NIMAP,51
-04:37,NISysABP,83
-04:37,RespRate,18
-04:37,Weight,70.7
-04:52,HR,35
-04:52,NIDiasABP,41
-04:52,NIMAP,57
-04:52,NISysABP,112
-04:52,RespRate,18
-04:52,Weight,70.7
-05:07,GCS,15
-05:07,HR,45
-05:07,NIDiasABP,36
-05:07,NIMAP,52
-05:07,NISysABP,95
-05:07,RespRate,20
-05:07,Temp,35
-05:07,Weight,70.7
-06:07,HR,39
-06:07,NIDiasABP,38
-06:07,NIMAP,54
-06:07,NISysABP,105
-06:07,RespRate,25
-06:07,Weight,70.7
-07:07,HR,41
-07:07,NIDiasABP,34
-07:07,NIMAP,52
-07:07,NISysABP,103
-07:07,RespRate,21
-07:07,Urine,35
-07:07,Weight,70.7
-08:01,HCT,30.8
-08:01,Platelets,240
-08:01,WBC,7.3
-08:07,HR,43
-08:07,NIDiasABP,38
-08:07,NISysABP,109
-08:07,RespRate,24
-08:07,Urine,45
-08:07,Weight,70.7
-09:07,GCS,14
-09:07,HR,44
-09:07,NIDiasABP,45
-09:07,NIMAP,63
-09:07,NISysABP,108
-09:07,RespRate,19
-09:07,Temp,36.1
-09:07,Weight,70.7
-10:07,HR,46
-10:07,NIDiasABP,42
-10:07,NIMAP,56
-10:07,NISysABP,101
-10:07,RespRate,17
-10:07,Urine,80
-10:07,Weight,70.7
-11:07,HR,41
-11:07,NIDiasABP,29
-11:07,NIMAP,46
-11:07,NISysABP,100
-11:07,RespRate,16
-11:07,Weight,70.7
-11:22,ALP,509
-11:22,ALT,59
-11:22,AST,88
-11:22,Bilirubin,5
-11:22,BUN,29
-11:22,Creatinine,1.2
-11:22,Glucose,39
-11:22,HCO3,23
-11:22,Mg,2.3
-11:22,K,3.8
-11:22,Na,140
-12:07,HR,47
-12:07,NIDiasABP,33
-12:07,NIMAP,49
-12:07,NISysABP,96
-12:07,RespRate,16
-12:07,Weight,70.7
-13:07,GCS,15
-13:07,HR,46
-13:07,NIDiasABP,41
-13:07,NIMAP,56
-13:07,NISysABP,101
-13:07,RespRate,19
-13:07,Temp,35.3
-13:07,Urine,80
-13:07,Weight,70.7
-14:07,HR,50
-14:07,NIDiasABP,58
-14:07,NIMAP,69
-14:07,NISysABP,110
-14:07,RespRate,23
-14:07,Urine,100
-14:07,Weight,70.7
-15:07,HR,48
-15:07,NIDiasABP,46
-15:07,NIMAP,61
-15:07,NISysABP,108
-15:07,RespRate,21
-15:07,Weight,70.7
-16:07,HR,50
-16:07,NIDiasABP,43
-16:07,NIMAP,61
-16:07,NISysABP,117
-16:07,RespRate,16
-16:07,Weight,70.7
-17:07,GCS,15
-17:07,HR,53
-17:07,NIDiasABP,45
-17:07,NIMAP,57
-17:07,NISysABP,97
-17:07,RespRate,20
-17:07,Temp,36.9
-17:07,Weight,70.7
-18:07,HR,64
-18:07,NIDiasABP,49
-18:07,NIMAP,66
-18:07,NISysABP,118
-18:07,RespRate,22
-18:07,Weight,70.7
-19:07,HR,71
-19:07,NIDiasABP,49
-19:07,NIMAP,64
-19:07,NISysABP,114
-19:07,RespRate,18
-19:07,Urine,50
-19:07,Weight,70.7
-20:07,HR,62
-20:07,RespRate,19
-20:07,Urine,15
-20:07,Weight,70.7
-21:07,GCS,15
-21:07,HR,64
-21:07,NIDiasABP,43
-21:07,NISysABP,90
-21:07,RespRate,20
-21:07,Temp,36.5
-21:07,Urine,40
-21:07,Weight,70.7
-22:07,HR,57
-22:07,NIDiasABP,51
-22:07,NIMAP,60
-22:07,NISysABP,99
-22:07,RespRate,25
-22:07,Weight,70.7
-23:07,HR,70
-23:07,RespRate,19
-23:07,Urine,40
-23:07,Weight,70.7
-24:07,HR,63
-24:07,RespRate,19
-24:07,Weight,70.7
-24:37,GCS,15
-24:37,HR,66
-24:37,NIDiasABP,40
-24:37,NIMAP,52
-24:37,NISysABP,92
-24:37,RespRate,26
-24:37,Temp,36.4
-24:37,Weight,70.7
-25:07,HR,64
-25:07,NIDiasABP,40
-25:07,NIMAP,52
-25:07,NISysABP,93
-25:07,RespRate,18
-25:07,Weight,70.7
-26:07,HR,57
-26:07,NIDiasABP,43
-26:07,NIMAP,57
-26:07,NISysABP,99
-26:07,RespRate,20
-26:07,Urine,6
-26:07,Weight,70.7
-27:07,HR,59
-27:07,NIDiasABP,46
-27:07,NIMAP,59
-27:07,NISysABP,103
-27:07,RespRate,20
-27:07,Urine,90
-27:07,Weight,70.7
-28:07,HR,63
-28:07,NIDiasABP,45
-28:07,NIMAP,58
-28:07,NISysABP,96
-28:07,RespRate,21
-28:07,Urine,20
-28:07,Weight,70.7
-29:07,GCS,15
-29:07,HR,53
-29:07,NIDiasABP,31
-29:07,NIMAP,47
-29:07,NISysABP,98
-29:07,RespRate,20
-29:07,Temp,35.7
-29:07,Urine,15
-30:07,HR,56
-30:07,NIDiasABP,43
-30:07,NIMAP,58
-30:07,NISysABP,99
-30:07,RespRate,20
-30:07,Urine,15
-31:07,HR,59
-31:07,NIDiasABP,52
-31:07,NIMAP,63
-31:07,NISysABP,106
-31:07,RespRate,20
-31:07,Urine,35
-31:07,Weight,70.7
-32:07,HR,54
-32:07,NIDiasABP,49
-32:07,NIMAP,63
-32:07,NISysABP,103
-32:07,RespRate,18
-32:07,Urine,17
-32:07,Weight,70.7
-33:07,GCS,14
-33:07,HR,61
-33:07,NIDiasABP,42
-33:07,NIMAP,56
-33:07,NISysABP,109
-33:07,RespRate,18
-33:07,Temp,36.1
-33:07,Urine,35
-34:07,HR,52
-34:07,NIDiasABP,41
-34:07,NIMAP,54
-34:07,NISysABP,95
-34:07,RespRate,14
-34:07,Urine,15
-34:07,Weight,70.7
-34:30,ALP,414
-34:30,ALT,60
-34:30,AST,86
-34:30,Bilirubin,5.1
-34:30,BUN,24
-34:30,Creatinine,1.4
-34:30,Glucose,1097
-34:30,HCO3,19
-34:30,HCT,31
-34:30,Mg,1.9
-34:30,Platelets,212
-34:30,K,3.1
-34:30,Na,124
-34:30,WBC,7.4
-35:07,HR,50
-35:07,NIDiasABP,37
-35:07,NIMAP,53
-35:07,NISysABP,102
-35:07,RespRate,19
-35:07,Urine,7
-35:07,Weight,70.7
-35:43,Albumin,2
-35:43,ALP,432
-35:43,ALT,65
-35:43,AST,94
-35:43,Bilirubin,5.4
-35:43,BUN,26
-35:43,Creatinine,1.5
-35:43,Glucose,74
-35:43,HCO3,18
-35:43,HCT,28.8
-35:43,Mg,2
-35:43,Platelets,233
-35:43,K,3.6
-35:43,Na,132
-35:43,WBC,9.2
-36:07,HR,59
-36:07,NIDiasABP,47
-36:07,NIMAP,60
-36:07,NISysABP,97
-36:07,RespRate,16
-36:07,Urine,15
-36:07,Weight,70.7
-37:07,GCS,14
-37:07,HR,59
-37:07,NIDiasABP,36
-37:07,NIMAP,53
-37:07,NISysABP,101
-37:07,RespRate,22
-37:07,Temp,35.3
-37:07,Urine,40
-37:07,Weight,70.7
-38:07,HR,56
-38:07,NIDiasABP,35
-38:07,NIMAP,52
-38:07,NISysABP,101
-38:07,RespRate,21
-38:07,Urine,7
-38:37,HR,45
-38:37,NIDiasABP,34
-38:37,NIMAP,48
-38:37,NISysABP,92
-38:37,RespRate,17
-38:37,Weight,70.7
-39:07,HR,59
-39:07,NIDiasABP,51
-39:07,NIMAP,63
-39:07,NISysABP,99
-39:07,RespRate,19
-39:07,Temp,36.1
-39:07,Urine,13
-39:07,Weight,70.7
-40:07,HR,60
-40:07,NIDiasABP,29
-40:07,NIMAP,46
-40:07,NISysABP,91
-40:07,RespRate,17
-40:07,Temp,37.4
-40:07,Urine,24
-40:07,Weight,70.7
-40:12,Temp,36.2
-40:27,HR,48
-40:27,NIDiasABP,40
-40:27,NIMAP,56
-40:27,NISysABP,105
-40:27,RespRate,20
-40:27,Weight,70.7
-40:32,HR,56
-40:32,NIDiasABP,40
-40:32,NIMAP,57
-40:32,NISysABP,108
-40:32,RespRate,21
-40:32,Weight,70.7
-40:37,HR,56
-40:37,NIDiasABP,33
-40:37,NIMAP,53
-40:37,NISysABP,105
-40:37,RespRate,19
-40:37,Urine,0
-40:37,Weight,70.7
-40:42,HR,54
-40:42,NIDiasABP,41
-40:42,NIMAP,53
-40:42,NISysABP,90
-40:42,RespRate,17
-40:42,Weight,70.7
-40:47,HR,54
-40:47,NIDiasABP,38
-40:47,NIMAP,56
-40:47,NISysABP,106
-40:47,RespRate,19
-40:47,Weight,70.7
-40:52,HR,60
-40:52,NIDiasABP,44
-40:52,NIMAP,61
-40:52,NISysABP,106
-40:52,RespRate,22
-40:52,Weight,70.7
-41:07,GCS,14
-41:07,HR,65
-41:07,NIDiasABP,43
-41:07,NIMAP,62
-41:07,NISysABP,111
-41:07,RespRate,21
-41:07,Weight,70.7
-41:37,HR,62
-41:37,NIDiasABP,49
-41:37,NIMAP,64
-41:37,NISysABP,112
-41:37,RespRate,19
-41:37,Weight,70.7
-42:07,HR,55
-42:07,NIDiasABP,38
-42:07,NIMAP,50
-42:07,NISysABP,88
-42:07,RespRate,18
-42:07,Urine,0
-42:07,Weight,70.7
-43:07,HR,70
-43:07,NIDiasABP,52
-43:07,NIMAP,68
-43:07,NISysABP,109
-43:07,RespRate,21
-43:07,Urine,22
-43:07,Weight,70.7
-44:07,HR,59
-44:07,NIDiasABP,40
-44:07,NIMAP,52
-44:07,NISysABP,90
-44:07,RespRate,20
-44:07,Urine,0
-44:07,Weight,70.7
-45:07,GCS,14
-45:07,HR,67
-45:07,NIDiasABP,61
-45:07,NIMAP,67
-45:07,NISysABP,94
-45:07,RespRate,19
-45:07,Temp,35.7
-45:07,Urine,6
-45:07,Weight,70.7
-46:07,HR,62
-46:07,NIDiasABP,64
-46:07,NIMAP,76
-46:07,NISysABP,122
-46:07,RespRate,22
-46:07,Urine,30
-46:07,Weight,70.7
-47:07,HR,61
-47:07,NIDiasABP,42
-47:07,NIMAP,60
-47:07,NISysABP,121
-47:07,RespRate,18
-47:07,Urine,30
-47:07,Weight,70.7
-47:36,BUN,25
-47:36,Creatinine,1.6
-47:36,Glucose,39
-47:36,HCO3,16
-47:36,HCT,23.4
-47:36,Mg,1.8
-47:36,Platelets,210
-47:36,K,4
-47:36,Na,136
-47:36,WBC,8.5
diff --git a/data/set-a/132848.txt b/data/set-a/132848.txt
deleted file mode 100644
index caff045dc760d9e1e244d4e8518ba2b891e84d6c..0000000000000000000000000000000000000000
--- a/data/set-a/132848.txt
+++ /dev/null
@@ -1,377 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132848
-00:00,Age,71
-00:00,Gender,1
-00:00,Height,177.8
-00:00,ICUType,3
-00:00,Weight,87.5
-01:45,DiasABP,66
-01:45,GCS,15
-01:45,HR,76
-01:45,MAP,91
-01:45,RespRate,18
-01:45,SysABP,164
-01:45,Temp,37.8
-01:45,Weight,87.5
-02:45,DiasABP,50
-02:45,HR,80
-02:45,MAP,66
-02:45,RespRate,15
-02:45,SysABP,108
-02:45,Weight,87.5
-03:45,DiasABP,53
-03:45,GCS,14
-03:45,HR,79
-03:45,MAP,71
-03:45,RespRate,11
-03:45,SysABP,117
-03:45,Weight,87.5
-04:45,DiasABP,57
-04:45,HR,82
-04:45,MAP,74
-04:45,RespRate,12
-04:45,SysABP,117
-04:45,Weight,87.5
-05:45,DiasABP,61
-05:45,GCS,14
-05:45,HR,77
-05:45,MAP,82
-05:45,RespRate,11
-05:45,SysABP,135
-05:45,Weight,87.5
-06:45,DiasABP,61
-06:45,HR,78
-06:45,MAP,80
-06:45,RespRate,24
-06:45,SysABP,129
-06:45,Temp,37
-06:45,Urine,175
-06:45,Weight,87.5
-06:57,Albumin,4.2
-06:57,ALP,76
-06:57,ALT,14
-06:57,AST,14
-06:57,Bilirubin,0.7
-06:57,BUN,77
-06:57,Creatinine,3
-06:57,Glucose,141
-06:57,HCO3,19
-06:57,HCT,35.4
-06:57,Mg,2.5
-06:57,Platelets,176
-06:57,K,4.9
-06:57,Na,139
-06:57,WBC,7.3
-07:45,DiasABP,54
-07:45,GCS,14
-07:45,HR,78
-07:45,MAP,69
-07:45,RespRate,12
-07:45,SysABP,110
-07:45,Weight,87.5
-08:45,DiasABP,58
-08:45,HR,75
-08:45,MAP,79
-08:45,RespRate,11
-08:45,SysABP,134
-08:45,Weight,87.5
-09:45,DiasABP,74
-09:45,GCS,14
-09:45,HR,79
-09:45,MAP,98
-09:45,RespRate,19
-09:45,SysABP,160
-09:45,Temp,36.9
-09:45,Weight,87.5
-10:00,DiasABP,82
-10:00,HR,74
-10:00,MAP,113
-10:00,RespRate,16
-10:00,SysABP,188
-10:00,Weight,87.5
-10:45,DiasABP,67
-10:45,HR,80
-10:45,MAP,87
-10:45,RespRate,14
-10:45,SysABP,141
-10:45,Weight,87.5
-11:15,DiasABP,77
-11:15,HR,76
-11:15,MAP,102
-11:15,RespRate,14
-11:15,SysABP,175
-11:15,Urine,300
-11:15,Weight,87.5
-11:45,DiasABP,70
-11:45,GCS,14
-11:45,HR,75
-11:45,MAP,98
-11:45,RespRate,10
-11:45,SysABP,162
-11:45,Weight,87.5
-12:15,DiasABP,73
-12:15,HR,74
-12:15,MAP,106
-12:15,RespRate,16
-12:15,SysABP,176
-12:15,Weight,87.5
-12:45,DiasABP,71
-12:45,HR,74
-12:45,MAP,99
-12:45,RespRate,16
-12:45,SysABP,160
-12:45,Weight,87.5
-13:45,DiasABP,58
-13:45,GCS,14
-13:45,HR,69
-13:45,MAP,78
-13:45,RespRate,14
-13:45,SysABP,128
-13:45,Weight,87.5
-15:30,DiasABP,48
-15:30,HR,68
-15:30,MAP,69
-15:30,RespRate,14
-15:30,SysABP,117
-15:30,Weight,87.5
-15:45,DiasABP,59
-15:45,HR,66
-15:45,MAP,82
-15:45,SysABP,136
-15:45,Weight,87.5
-16:45,DiasABP,60
-16:45,GCS,15
-16:45,HR,65
-16:45,SysABP,136
-16:45,Urine,300
-16:45,Weight,87.5
-17:45,DiasABP,53
-17:45,HR,66
-17:45,MAP,75
-17:45,SysABP,127
-17:45,Weight,87.5
-18:45,DiasABP,53
-18:45,HR,70
-18:45,MAP,77
-18:45,SysABP,131
-18:45,Weight,87.5
-20:15,DiasABP,58
-20:15,GCS,14
-20:15,HR,70
-20:15,MAP,77
-20:15,SysABP,119
-20:15,Temp,36.7
-20:15,Urine,150
-20:15,Weight,87.5
-20:45,DiasABP,53
-20:45,GCS,14
-20:45,HR,67
-20:45,MAP,75
-20:45,SysABP,125
-20:45,Weight,87.5
-21:45,DiasABP,51
-21:45,HR,76
-21:45,MAP,71
-21:45,SysABP,110
-21:45,Weight,87.5
-22:45,DiasABP,54
-22:45,GCS,14
-22:45,HR,67
-22:45,MAP,75
-22:45,SysABP,126
-22:45,Weight,87.5
-23:45,DiasABP,47
-23:45,HR,69
-23:45,MAP,73
-23:45,SysABP,127
-23:45,Weight,87.5
-24:15,Urine,50
-24:45,DiasABP,51
-24:45,GCS,13
-24:45,HR,66
-24:45,MAP,77
-24:45,SysABP,133
-24:45,Weight,87.5
-25:45,DiasABP,42
-25:45,HR,66
-25:45,MAP,67
-25:45,SysABP,127
-25:45,Weight,87.5
-26:45,DiasABP,50
-26:45,HR,65
-26:45,MAP,74
-26:45,SysABP,129
-26:45,Urine,200
-26:45,Weight,87.5
-27:30,DiasABP,43
-27:30,HR,73
-27:30,MAP,66
-27:30,SysABP,114
-27:30,Weight,87.5
-27:45,DiasABP,49
-27:45,HR,64
-27:45,MAP,74
-27:45,SysABP,132
-27:45,Weight,87.5
-28:00,ALP,64
-28:00,ALT,12
-28:00,AST,12
-28:00,Bilirubin,0.4
-28:00,BUN,79
-28:00,Creatinine,2.7
-28:00,Glucose,156
-28:00,HCO3,19
-28:00,HCT,31.1
-28:00,Mg,2.1
-28:00,Platelets,135
-28:00,K,3.9
-28:00,Na,137
-28:00,WBC,8.4
-28:45,DiasABP,49
-28:45,GCS,14
-28:45,HR,62
-28:45,MAP,76
-28:45,SysABP,136
-28:45,Urine,350
-28:45,Weight,87.5
-29:45,DiasABP,45
-29:45,HR,65
-29:45,MAP,68
-29:45,SysABP,117
-29:45,Weight,87.5
-30:45,DiasABP,47
-30:45,HR,76
-30:45,MAP,67
-30:45,SysABP,104
-30:45,Urine,200
-30:45,Weight,87.5
-31:45,DiasABP,38
-31:45,HR,72
-31:45,MAP,62
-31:45,SysABP,106
-31:45,Weight,87.5
-32:45,DiasABP,59
-32:45,GCS,14
-32:45,HR,68
-32:45,MAP,86
-32:45,SysABP,143
-32:45,Temp,36.5
-32:45,Urine,275
-32:45,Weight,87.5
-33:15,DiasABP,61
-33:15,SysABP,152
-33:45,DiasABP,65
-33:45,HR,69
-33:45,MAP,91
-33:45,SysABP,149
-33:45,Weight,87.5
-34:45,DiasABP,64
-34:45,GCS,15
-34:45,HR,66
-34:45,MAP,94
-34:45,SysABP,162
-34:45,Urine,225
-34:45,Weight,87.5
-35:30,DiasABP,63
-35:30,HR,67
-35:30,MAP,93
-35:30,SysABP,158
-35:30,Weight,87.5
-35:45,DiasABP,66
-35:45,HR,65
-35:45,MAP,98
-35:45,SysABP,168
-35:45,Weight,87.5
-36:45,DiasABP,67
-36:45,GCS,14
-36:45,HR,62
-36:45,MAP,97
-36:45,SysABP,165
-36:45,Weight,87.5
-37:45,DiasABP,60
-37:45,HR,66
-37:45,MAP,95
-37:45,SysABP,164
-37:45,Weight,87.5
-38:45,Urine,250
-39:15,DiasABP,66
-39:15,HR,68
-39:15,MAP,97
-39:15,RespRate,16
-39:15,SysABP,161
-39:15,Weight,87.5
-39:45,DiasABP,63
-39:45,GCS,14
-39:45,HR,66
-39:45,MAP,94
-39:45,SysABP,157
-39:45,Weight,87.5
-40:15,DiasABP,77
-40:15,HR,72
-40:15,MAP,118
-40:15,SysABP,190
-40:15,Weight,87.5
-40:45,DiasABP,70
-40:45,HR,66
-40:45,MAP,102
-40:45,SysABP,169
-40:45,Weight,87.5
-41:45,DiasABP,72
-41:45,GCS,14
-41:45,HR,61
-41:45,MAP,104
-41:45,SysABP,169
-41:45,Urine,100
-41:45,Weight,87.5
-42:45,DiasABP,71
-42:45,HR,65
-42:45,MAP,104
-42:45,SysABP,171
-42:45,Temp,36.4
-42:45,Urine,150
-42:45,Weight,87.5
-43:00,DiasABP,68
-43:00,HR,62
-43:00,MAP,98
-43:00,SysABP,160
-43:00,Weight,87.5
-43:15,DiasABP,69
-43:15,HR,62
-43:15,MAP,100
-43:15,SysABP,165
-43:15,Weight,87.5
-43:45,DiasABP,67
-43:45,HR,62
-43:45,MAP,99
-43:45,RespRate,22
-43:45,SysABP,164
-43:45,Urine,50
-43:45,Weight,87.5
-44:45,DiasABP,58
-44:45,GCS,12
-44:45,HR,63
-44:45,MAP,86
-44:45,RespRate,20
-44:45,SysABP,148
-44:45,Weight,87.5
-45:45,DiasABP,62
-45:45,HR,66
-45:45,MAP,89
-45:45,RespRate,18
-45:45,SysABP,149
-45:45,Weight,87.5
-46:45,DiasABP,61
-46:45,GCS,14
-46:45,HR,66
-46:45,MAP,88
-46:45,SysABP,148
-46:45,Weight,87.5
-47:45,DiasABP,51
-47:45,HR,66
-47:45,MAP,79
-47:45,NIDiasABP,59
-47:45,NIMAP,80.67
-47:45,NISysABP,124
-47:45,RespRate,18
-47:45,SysABP,142
-47:45,Weight,87.5
diff --git a/data/set-a/132850.txt b/data/set-a/132850.txt
deleted file mode 100644
index d57adcb6613909a1de233f58939ea61973907b84..0000000000000000000000000000000000000000
--- a/data/set-a/132850.txt
+++ /dev/null
@@ -1,626 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132850
-00:00,Age,47
-00:00,Gender,1
-00:00,Height,172.7
-00:00,ICUType,4
-00:00,Weight,68
-00:10,Platelets,300
-00:12,pH,7.48
-00:12,Lactate,2.5
-00:12,PaCO2,37
-00:12,PaO2,289
-00:12,SaO2,98
-01:11,Platelets,224
-01:14,pH,7.48
-01:14,Lactate,5.9
-01:14,PaCO2,34
-01:14,PaO2,304
-01:14,SaO2,98
-01:44,Platelets,244
-01:45,pH,7.45
-01:45,Lactate,6.6
-01:45,PaCO2,37
-01:45,PaO2,296
-01:45,SaO2,99
-02:39,Platelets,251
-02:40,pH,7.46
-02:40,Lactate,6.4
-02:40,PaCO2,34
-02:40,PaO2,239
-02:40,SaO2,98
-04:05,DiasABP,74
-04:05,HR,82
-04:05,MAP,93
-04:05,SysABP,129
-04:10,DiasABP,69
-04:10,HR,81
-04:10,MAP,89
-04:10,SysABP,127
-04:15,DiasABP,70
-04:15,HR,82
-04:15,MAP,90
-04:15,SysABP,128
-04:15,Temp,37.2
-04:20,DiasABP,77
-04:20,HR,87
-04:20,MAP,98
-04:20,SysABP,143
-04:20,Temp,37
-04:31,Albumin,2.5
-04:31,ALP,250
-04:31,ALT,748
-04:31,AST,939
-04:31,Bilirubin,9.4
-04:31,BUN,9
-04:31,Creatinine,0.7
-04:31,Glucose,179
-04:31,HCO3,25
-04:31,HCT,34.9
-04:31,Mg,1.9
-04:31,Platelets,291
-04:31,K,3.8
-04:31,Na,144
-04:31,WBC,11.2
-04:35,DiasABP,79
-04:35,FiO2,0.5
-04:35,GCS,10
-04:35,HR,84
-04:35,MAP,102
-04:35,MechVent,1
-04:35,SysABP,142
-04:35,Temp,37
-04:35,Urine,75
-04:35,Urine,1800
-04:39,pH,7.42
-04:39,PaCO2,41
-04:39,PaO2,187
-04:50,DiasABP,86
-04:50,HR,91
-04:50,MAP,109
-04:50,SysABP,146
-04:50,Temp,37
-05:05,DiasABP,81
-05:05,HR,89
-05:05,MAP,106
-05:05,MechVent,1
-05:05,SysABP,152
-05:05,Temp,37
-05:20,DiasABP,79
-05:20,HR,81
-05:20,MAP,104
-05:20,SysABP,149
-05:20,Temp,36.9
-05:35,DiasABP,84
-05:35,GCS,11
-05:35,HR,94
-05:35,MAP,110
-05:35,SysABP,153
-05:35,Temp,37
-05:35,Urine,80
-05:50,DiasABP,75
-05:50,HR,88
-05:50,MAP,101
-05:50,SysABP,146
-05:50,Temp,37
-06:05,DiasABP,74
-06:05,HR,85
-06:05,MAP,100
-06:05,SysABP,146
-06:05,Temp,36.7
-06:35,DiasABP,77
-06:35,HR,81
-06:35,MAP,104
-06:35,SysABP,146
-06:35,Temp,36.9
-06:35,Urine,80
-07:05,DiasABP,80
-07:05,HR,88
-07:05,MAP,107
-07:05,SysABP,150
-07:35,DiasABP,75
-07:35,HR,75
-07:35,MAP,101
-07:35,SysABP,147
-07:35,Temp,36.8
-07:35,Urine,35
-08:19,HCT,35.7
-08:19,Platelets,343
-08:19,WBC,13.5
-08:35,DiasABP,75
-08:35,FiO2,0.5
-08:35,HR,75
-08:35,MAP,99
-08:35,MechVent,1
-08:35,SysABP,143
-08:35,Temp,36.8
-08:35,Urine,60
-08:39,pH,7.42
-08:39,PaCO2,41
-08:39,PaO2,220
-09:35,DiasABP,68
-09:35,HR,75
-09:35,MAP,90
-09:35,SysABP,135
-09:35,Temp,36.8
-09:35,Urine,30
-10:35,DiasABP,68
-10:35,GCS,10
-10:35,HR,75
-10:35,MAP,90
-10:35,SysABP,134
-10:35,Temp,36.8
-10:35,Urine,38
-11:35,DiasABP,68
-11:35,FiO2,0.4
-11:35,HR,76
-11:35,MAP,91
-11:35,SysABP,138
-11:35,Temp,36.6
-11:35,Urine,36
-12:15,Albumin,2.8
-12:15,ALP,226
-12:15,ALT,657
-12:15,AST,769
-12:15,Bilirubin,11.3
-12:15,BUN,15
-12:15,Creatinine,0.8
-12:15,Glucose,243
-12:15,HCO3,28
-12:15,HCT,33.5
-12:15,Mg,2
-12:15,Platelets,307
-12:15,K,3
-12:15,Na,141
-12:15,WBC,13.1
-12:35,DiasABP,71
-12:35,FiO2,0.4
-12:35,GCS,10
-12:35,HR,76
-12:35,MAP,95
-12:35,MechVent,1
-12:35,SysABP,142
-12:35,Temp,36.2
-12:35,Urine,36
-13:35,DiasABP,77
-13:35,HR,83
-13:35,MAP,101
-13:35,SysABP,152
-13:35,Temp,36.4
-13:35,Urine,33
-13:35,Weight,74.3
-13:51,pH,7.45
-13:51,PaCO2,38
-13:51,PaO2,184
-14:35,DiasABP,73
-14:35,GCS,11
-14:35,HR,83
-14:35,MAP,98
-14:35,MechVent,1
-14:35,SysABP,152
-14:35,Temp,36.3
-14:35,Urine,50
-14:35,Weight,74.3
-15:35,DiasABP,78
-15:35,HR,83
-15:35,MAP,105
-15:35,SysABP,162
-15:35,Temp,36.6
-15:35,Urine,40
-15:35,Weight,74.3
-16:25,HCT,32
-16:25,Platelets,284
-16:25,WBC,17.3
-16:35,DiasABP,77
-16:35,FiO2,0.4
-16:35,GCS,11
-16:35,HR,80
-16:35,MAP,96
-16:35,MechVent,1
-16:35,SysABP,159
-16:35,Temp,36.6
-16:35,Urine,0
-16:35,Urine,60
-16:35,Weight,74.3
-16:45,pH,7.49
-16:45,PaCO2,43
-16:45,PaO2,196
-17:35,DiasABP,84
-17:35,HR,77
-17:35,MAP,112
-17:35,SysABP,163
-17:35,Temp,36.5
-17:35,Urine,80
-17:35,Weight,74.3
-18:30,FiO2,0.5
-18:35,DiasABP,90
-18:35,GCS,15
-18:35,HR,83
-18:35,MAP,124
-18:35,SysABP,172
-18:35,Temp,36.6
-18:35,Urine,80
-18:35,Weight,74.3
-19:20,DiasABP,85
-19:20,SysABP,166
-19:35,DiasABP,83
-19:35,HR,70
-19:35,MAP,112
-19:35,SysABP,158
-19:35,Temp,36.7
-19:35,Urine,80
-19:35,Weight,74.3
-20:20,Albumin,3.3
-20:20,ALP,227
-20:20,ALT,634
-20:20,AST,684
-20:20,Bilirubin,12.2
-20:20,BUN,13
-20:20,Creatinine,0.7
-20:20,DiasABP,84
-20:20,Glucose,160
-20:20,HCO3,30
-20:20,HCT,34.5
-20:20,Mg,2
-20:20,Platelets,335
-20:20,K,3.9
-20:20,Na,140
-20:20,SysABP,166
-20:20,WBC,20.8
-20:23,pH,7.49
-20:23,PaCO2,42
-20:23,PaO2,163
-20:35,DiasABP,85
-20:35,GCS,15
-20:35,HR,72
-20:35,MAP,115
-20:35,SysABP,165
-20:35,Urine,33
-20:35,Weight,74.3
-21:35,DiasABP,72
-21:35,HR,65
-21:35,MAP,100
-21:35,SysABP,148
-21:35,Urine,80
-21:35,Weight,74.3
-22:20,DiasABP,90
-22:20,SysABP,170
-22:35,DiasABP,90
-22:35,GCS,15
-22:35,HR,71
-22:35,MAP,120
-22:35,SysABP,175
-22:35,Temp,36.7
-22:35,Urine,33
-22:35,Weight,74.3
-22:50,DiasABP,94
-22:50,HR,74
-22:50,MAP,124
-22:50,SysABP,178
-22:50,Weight,74.3
-23:05,DiasABP,96
-23:05,HR,78
-23:05,MAP,127
-23:05,SysABP,180
-23:05,Weight,74.3
-23:35,DiasABP,92
-23:35,HR,79
-23:35,MAP,121
-23:35,NIDiasABP,94
-23:35,NIMAP,113.3
-23:35,NISysABP,152
-23:35,SysABP,189
-23:35,Urine,80
-23:35,Weight,74.3
-24:23,HCT,31.8
-24:23,Platelets,290
-24:23,WBC,21.5
-24:35,DiasABP,86
-24:35,HR,77
-24:35,MAP,116
-24:35,NIDiasABP,86
-24:35,NIMAP,110.7
-24:35,NISysABP,160
-24:35,SysABP,179
-24:35,Urine,50
-24:35,Weight,74.3
-24:45,pH,7.47
-24:45,PaCO2,43
-24:45,PaO2,86
-25:35,DiasABP,91
-25:35,GCS,15
-25:35,HR,68
-25:35,MAP,120
-25:35,NIDiasABP,93
-25:35,NIMAP,116
-25:35,NISysABP,162
-25:35,SysABP,180
-25:35,Temp,37.1
-25:35,Urine,60
-25:35,Weight,74.3
-26:35,DiasABP,91
-26:35,HR,69
-26:35,MAP,120
-26:35,NIDiasABP,100
-26:35,NIMAP,118
-26:35,NISysABP,154
-26:35,SysABP,179
-26:35,Urine,45
-26:35,Weight,74.3
-27:35,DiasABP,93
-27:35,HR,68
-27:35,MAP,122
-27:35,NIDiasABP,91
-27:35,NIMAP,113.3
-27:35,NISysABP,158
-27:35,SysABP,180
-27:35,Weight,74.3
-28:35,DiasABP,97
-28:35,GCS,15
-28:35,HR,67
-28:35,MAP,125
-28:35,NIDiasABP,89
-28:35,NIMAP,109.3
-28:35,NISysABP,150
-28:35,SysABP,177
-28:35,Temp,36.9
-28:35,Urine,120
-28:35,Weight,74.3
-28:55,Albumin,3.3
-28:55,ALP,204
-28:55,ALT,541
-28:55,AST,484
-28:55,Bilirubin,9.3
-28:55,BUN,13
-28:55,Creatinine,0.6
-28:55,Glucose,142
-28:55,HCO3,30
-28:55,HCT,32.3
-28:55,Mg,1.9
-28:55,Platelets,292
-28:55,K,4.2
-28:55,Na,139
-28:55,WBC,20.7
-29:35,DiasABP,92
-29:35,HR,72
-29:35,MAP,122
-29:35,NIDiasABP,94
-29:35,NIMAP,115
-29:35,NISysABP,157
-29:35,SysABP,169
-29:35,Urine,120
-29:35,Weight,74.3
-30:35,DiasABP,86
-30:35,GCS,15
-30:35,HR,63
-30:35,MAP,114
-30:35,NIDiasABP,98
-30:35,NIMAP,116
-30:35,NISysABP,152
-30:35,SysABP,159
-30:35,Urine,65
-30:35,Weight,74.3
-31:35,DiasABP,94
-31:35,HR,63
-31:35,MAP,125
-31:35,NIDiasABP,90
-31:35,NIMAP,115
-31:35,NISysABP,165
-31:35,SysABP,174
-31:35,Urine,110
-31:35,Weight,74.3
-32:35,DiasABP,100
-32:35,GCS,15
-32:35,HR,63
-32:35,MAP,130
-32:35,SysABP,178
-32:35,Temp,37
-32:35,Urine,100
-32:35,Weight,74.3
-32:50,DiasABP,95
-32:50,HR,64
-32:50,MAP,123
-32:50,NIDiasABP,91
-32:50,NIMAP,113.3
-32:50,NISysABP,158
-32:50,SysABP,170
-32:50,Weight,74.3
-32:55,DiasABP,97
-32:55,HR,59
-32:55,MAP,126
-32:55,SysABP,172
-32:55,Weight,74.3
-33:00,DiasABP,96
-33:00,HR,62
-33:00,MAP,124
-33:00,SysABP,168
-33:00,Weight,74.3
-33:05,Albumin,3.2
-33:05,ALP,202
-33:05,ALT,489
-33:05,AST,433
-33:05,Bilirubin,9.7
-33:05,BUN,13
-33:05,Creatinine,0.6
-33:05,DiasABP,96
-33:05,Glucose,159
-33:05,HCO3,29
-33:05,HCT,33.6
-33:05,HR,58
-33:05,Mg,1.9
-33:05,MAP,125
-33:05,Platelets,272
-33:05,K,3.8
-33:05,Na,137
-33:05,SysABP,171
-33:05,WBC,20.3
-33:05,Weight,74.3
-33:35,DiasABP,82
-33:35,HR,64
-33:35,MAP,110
-33:35,NIDiasABP,90
-33:35,NIMAP,112.3
-33:35,NISysABP,157
-33:35,SysABP,159
-33:35,Urine,120
-33:35,Weight,74.3
-33:36,pH,7.44
-33:36,PaCO2,44
-33:36,PaO2,91
-34:35,DiasABP,82
-34:35,GCS,15
-34:35,HR,63
-34:35,MAP,109
-34:35,NIDiasABP,95
-34:35,NIMAP,114.7
-34:35,NISysABP,154
-34:35,SysABP,160
-34:35,Urine,60
-34:35,Weight,74.3
-35:35,DiasABP,73
-35:35,HR,65
-35:35,MAP,99
-35:35,NIDiasABP,85
-35:35,NIMAP,105.3
-35:35,NISysABP,146
-35:35,SysABP,144
-35:35,Urine,160
-35:35,Weight,74.3
-36:35,DiasABP,71
-36:35,GCS,15
-36:35,HR,61
-36:35,MAP,98
-36:35,NIDiasABP,87
-36:35,NIMAP,106.7
-36:35,NISysABP,146
-36:35,SysABP,143
-36:35,Temp,36.9
-36:35,Urine,80
-36:35,Weight,74.3
-36:48,Albumin,3.1
-36:48,ALP,202
-36:48,ALT,474
-36:48,AST,383
-36:48,Bilirubin,9.2
-36:48,BUN,13
-36:48,Creatinine,0.6
-36:48,Glucose,154
-36:48,HCO3,29
-36:48,HCT,34.3
-36:48,Mg,2.4
-36:48,Platelets,317
-36:48,K,3.8
-36:48,Na,138
-36:48,WBC,24.4
-37:35,DiasABP,95
-37:35,HR,75
-37:35,MAP,124
-37:35,NIDiasABP,86
-37:35,NIMAP,106
-37:35,NISysABP,146
-37:35,SysABP,177
-37:35,Urine,70
-37:35,Weight,74.3
-38:35,DiasABP,83
-38:35,GCS,15
-38:35,HR,78
-38:35,MAP,113
-38:35,SysABP,168
-38:35,Urine,70
-38:35,Weight,74.3
-39:20,DiasABP,92
-39:20,HR,63
-39:20,MAP,120
-39:20,SysABP,169
-39:20,Weight,74.3
-39:35,DiasABP,91
-39:35,HR,66
-39:35,MAP,117
-39:35,SysABP,162
-39:35,Weight,74.3
-40:35,DiasABP,93
-40:35,GCS,15
-40:35,HR,61
-40:35,MAP,120
-40:35,SysABP,172
-40:35,Urine,120
-40:35,Weight,74.3
-41:01,ALP,202
-41:01,ALT,465
-41:01,AST,350
-41:01,Bilirubin,8.8
-41:01,BUN,13
-41:01,Creatinine,0.7
-41:01,Glucose,154
-41:01,HCO3,29
-41:01,HCT,34.5
-41:01,Mg,2.2
-41:01,Platelets,343
-41:01,K,4
-41:01,Na,139
-41:01,WBC,27.4
-41:35,DiasABP,87
-41:35,HR,82
-41:35,MAP,114
-41:35,SysABP,162
-41:35,Temp,36.6
-41:35,Urine,100
-41:35,Weight,74.3
-42:35,DiasABP,86
-42:35,HR,71
-42:35,MAP,115
-42:35,SysABP,161
-42:35,Urine,70
-42:35,Weight,74.3
-43:35,DiasABP,87
-43:35,GCS,15
-43:35,HR,69
-43:35,MAP,117
-43:35,SysABP,164
-43:35,Urine,60
-43:35,Weight,74.3
-44:35,DiasABP,88
-44:35,HR,68
-44:35,MAP,119
-44:35,SysABP,168
-44:35,Urine,80
-44:35,Weight,74.3
-45:35,DiasABP,88
-45:35,HR,75
-45:35,MAP,120
-45:35,SysABP,170
-45:35,Urine,40
-45:35,Weight,74.3
-46:35,DiasABP,86
-46:35,HR,68
-46:35,MAP,117
-46:35,SysABP,167
-46:35,Urine,60
-46:35,Weight,74.3
-47:05,DiasABP,95
-47:05,HR,73
-47:05,MAP,126
-47:05,SysABP,175
-47:05,Weight,74.3
-47:15,ALP,217
-47:15,ALT,463
-47:15,AST,325
-47:15,Bilirubin,10.1
-47:15,BUN,14
-47:15,Creatinine,0.7
-47:15,Glucose,141
-47:15,HCO3,29
-47:15,HCT,36.1
-47:15,Mg,2.1
-47:15,Platelets,403
-47:15,K,4
-47:15,Na,138
-47:15,WBC,28
-47:35,DiasABP,95
-47:35,GCS,15
-47:35,HR,69
-47:35,MAP,127
-47:35,SysABP,178
-47:35,Temp,36.5
-47:35,Urine,60
-47:35,Weight,74.3
diff --git a/data/set-a/132851.txt b/data/set-a/132851.txt
deleted file mode 100644
index acc5439c9ced8b201edaafdf5a1c99f49e3ba5ac..0000000000000000000000000000000000000000
--- a/data/set-a/132851.txt
+++ /dev/null
@@ -1,480 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132851
-00:00,Age,83
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,73.5
-01:19,FiO2,1
-01:19,GCS,9
-01:19,HR,90
-01:19,MechVent,1
-01:19,NIDiasABP,103
-01:19,NIMAP,110
-01:19,NISysABP,132
-01:19,Temp,37.7
-01:19,Urine,100
-01:49,HR,91
-01:49,NIDiasABP,103
-01:49,NIMAP,110
-01:49,NISysABP,132
-01:49,Weight,73.5
-02:19,HR,88
-02:19,NIDiasABP,90
-02:19,NIMAP,108
-02:19,NISysABP,154
-02:19,Urine,26
-02:19,Weight,73.5
-02:49,HR,84
-02:49,NIDiasABP,87
-02:49,NIMAP,92
-02:49,NISysABP,112
-02:49,Weight,73.5
-03:11,Albumin,3.9
-03:11,ALP,92
-03:11,ALT,18
-03:11,AST,17
-03:11,Bilirubin,0.5
-03:11,BUN,19
-03:11,Creatinine,1
-03:11,Glucose,158
-03:11,HCO3,37
-03:11,HCT,46.8
-03:11,Mg,2.2
-03:11,Platelets,150
-03:11,K,4
-03:11,Na,149
-03:11,WBC,7.9
-03:19,FiO2,0.5
-03:19,HR,88
-03:19,MechVent,1
-03:19,NIDiasABP,85
-03:19,NIMAP,100
-03:19,NISysABP,143
-03:19,Temp,38.4
-03:19,Urine,35
-03:19,Weight,73.5
-03:49,HR,87
-03:49,NIDiasABP,77
-03:49,NIMAP,91
-03:49,NISysABP,137
-03:49,Weight,73.5
-04:19,GCS,10
-04:19,HR,85
-04:19,NIDiasABP,80
-04:19,NIMAP,92
-04:19,NISysABP,132
-04:19,Urine,26
-04:19,Weight,73.5
-05:19,HR,82
-05:19,NIDiasABP,68
-05:19,NIMAP,79
-05:19,NISysABP,116
-05:19,Urine,30
-05:19,Weight,73.5
-06:19,HR,82
-06:19,NIDiasABP,61
-06:19,NIMAP,70
-06:19,NISysABP,102
-06:19,Urine,24
-06:19,Weight,73.5
-07:19,pH,7.39
-07:19,FiO2,0.5
-07:19,GCS,10
-07:19,HR,80
-07:19,MechVent,1
-07:19,PaCO2,58
-07:19,PaO2,110
-07:19,Temp,38
-07:19,Urine,20
-07:19,Weight,73.5
-08:19,HR,80
-08:19,NIDiasABP,53
-08:19,NIMAP,66
-08:19,NISysABP,103
-08:19,Urine,26
-08:19,Weight,73.5
-09:19,HR,79
-09:19,NIDiasABP,52
-09:19,NIMAP,64
-09:19,NISysABP,100
-09:19,Temp,37.4
-09:19,Urine,20
-09:19,Weight,73.5
-09:49,HR,75
-09:49,NIDiasABP,50
-09:49,NIMAP,61
-09:49,NISysABP,92
-09:49,Weight,73.5
-09:53,Lactate,2.3
-09:57,Albumin,3.4
-09:57,BUN,22
-09:57,Creatinine,1
-09:57,Glucose,145
-09:57,HCO3,34
-09:57,HCT,42
-09:57,Mg,2
-09:57,Platelets,156
-09:57,K,3.9
-09:57,Na,142
-09:57,WBC,12.2
-10:19,HR,73
-10:19,NIDiasABP,47
-10:19,NIMAP,59
-10:19,NISysABP,94
-10:19,Weight,73.5
-10:49,HR,74
-10:49,NIDiasABP,51
-10:49,NIMAP,61
-10:49,NISysABP,94
-10:49,Weight,73.5
-11:04,FiO2,0.5
-11:04,MechVent,1
-11:19,GCS,10
-11:19,HR,75
-11:19,NIDiasABP,50
-11:19,NIMAP,60
-11:19,NISysABP,94
-11:19,Temp,37.6
-11:19,Urine,40
-11:19,Weight,73.5
-12:19,HR,72
-12:19,NIDiasABP,51
-12:19,NIMAP,63
-12:19,NISysABP,102
-12:19,Urine,12
-12:19,Weight,73.5
-12:39,FiO2,0.5
-12:39,MechVent,1
-13:19,HR,75
-13:19,NIDiasABP,60
-13:19,NIMAP,72
-13:19,NISysABP,108
-13:19,Urine,20
-13:19,Weight,73.5
-14:08,HCT,38
-14:19,HR,74
-14:19,NIDiasABP,60
-14:19,NIMAP,72
-14:19,NISysABP,106
-14:19,Urine,30
-14:19,Weight,73.5
-15:19,FiO2,0.5
-15:19,GCS,10
-15:19,HR,75
-15:19,MechVent,1
-15:19,NIDiasABP,65
-15:19,NIMAP,76
-15:19,NISysABP,114
-15:19,Temp,36.7
-15:19,Urine,70
-15:19,Weight,73.5
-16:19,HR,72
-16:19,MechVent,1
-16:19,NIDiasABP,64
-16:19,NIMAP,74
-16:19,NISysABP,112
-16:19,Urine,30
-16:19,Weight,73.5
-16:49,HR,78
-16:49,NIDiasABP,72
-16:49,NIMAP,86
-16:49,NISysABP,133
-16:49,Weight,73.5
-17:19,HR,77
-17:19,NIDiasABP,78
-17:19,NIMAP,89
-17:19,NISysABP,129
-17:19,Urine,30
-17:19,Weight,73.5
-18:19,HR,75
-18:19,NIDiasABP,63
-18:19,NIMAP,75
-18:19,NISysABP,114
-18:19,Urine,50
-18:19,Weight,73.5
-19:06,FiO2,0.5
-19:06,MechVent,1
-19:14,pH,7.45
-19:14,PaCO2,48
-19:14,PaO2,120
-19:19,GCS,10
-19:19,HR,76
-19:19,NIDiasABP,60
-19:19,NISysABP,116
-19:19,Temp,36.9
-19:19,Urine,35
-19:19,Weight,73.5
-19:36,HCT,38.1
-19:36,Na,142
-20:12,FiO2,0.4
-20:14,Lactate,1.3
-20:19,HR,86
-20:19,NIDiasABP,71
-20:19,NIMAP,88
-20:19,NISysABP,137
-20:19,Urine,35
-20:19,Weight,73.5
-21:19,DiasABP,70
-21:19,HR,84
-21:19,MAP,97
-21:19,NIDiasABP,79
-21:19,NIMAP,88
-21:19,NISysABP,126
-21:19,SysABP,147
-21:19,Temp,37.8
-21:19,Urine,60
-21:19,Weight,73.5
-22:19,DiasABP,63
-22:19,HR,81
-22:19,MAP,86
-22:19,SysABP,134
-22:19,Urine,30
-22:19,Weight,73.5
-23:19,DiasABP,66
-23:19,FiO2,0.4
-23:19,GCS,10
-23:19,HR,81
-23:19,MAP,91
-23:19,MechVent,1
-23:19,SysABP,140
-23:19,Temp,38.1
-23:19,Urine,40
-23:19,Weight,73.5
-24:19,DiasABP,71
-24:19,HR,84
-24:19,MAP,99
-24:19,SysABP,152
-24:19,Urine,60
-24:19,Weight,73.5
-25:19,DiasABP,75
-25:19,HR,93
-25:19,MAP,102
-25:19,SysABP,151
-25:19,Urine,40
-25:19,Weight,73.5
-26:19,DiasABP,59
-26:19,HR,85
-26:19,MAP,77
-26:19,SysABP,111
-26:19,Urine,50
-26:19,Weight,73.5
-27:19,DiasABP,66
-27:19,FiO2,0.4
-27:19,GCS,9
-27:19,HR,83
-27:19,MAP,89
-27:19,MechVent,1
-27:19,SysABP,131
-27:19,Temp,38.2
-27:19,Urine,50
-27:19,Weight,73.5
-28:19,DiasABP,72
-28:19,HR,84
-28:19,MAP,98
-28:19,SysABP,148
-28:19,Urine,20
-28:19,Weight,73.5
-29:19,DiasABP,63
-29:19,HR,84
-29:19,MAP,85
-29:19,SysABP,128
-29:19,Urine,25
-29:19,Weight,73.5
-30:19,DiasABP,58
-30:19,HR,82
-30:19,MAP,78
-30:19,SysABP,117
-30:19,Urine,20
-30:19,Weight,73.5
-31:19,DiasABP,57
-31:19,FiO2,0.4
-31:19,GCS,9
-31:19,HR,82
-31:19,MAP,78
-31:19,MechVent,1
-31:19,SysABP,119
-31:19,Temp,37.4
-31:19,Urine,15
-31:19,Weight,73.5
-31:39,FiO2,0.4
-31:39,MechVent,1
-32:19,DiasABP,62
-32:19,HR,83
-32:19,MAP,84
-32:19,SysABP,127
-32:19,Urine,20
-32:19,Weight,73.5
-32:50,pH,7.43
-32:50,PaCO2,47
-32:50,PaO2,98
-33:19,DiasABP,64
-33:19,HR,89
-33:19,MAP,88
-33:19,SysABP,132
-33:19,Urine,30
-33:19,Weight,73.5
-33:27,Bilirubin,1.4
-33:27,BUN,18
-33:27,Creatinine,1
-33:27,Glucose,105
-33:27,HCO3,31
-33:27,HCT,35.8
-33:27,Mg,1.9
-33:27,Platelets,138
-33:27,K,4.2
-33:27,Na,141
-33:27,WBC,9
-33:50,Lactate,1.4
-34:19,DiasABP,62
-34:19,HR,83
-34:19,MAP,85
-34:19,SysABP,129
-34:19,Urine,22
-34:19,Weight,73.5
-35:19,DiasABP,59
-35:19,GCS,10
-35:19,HR,83
-35:19,MAP,81
-35:19,SysABP,122
-35:19,Temp,37.7
-35:19,Urine,50
-35:19,Weight,73.5
-35:21,FiO2,0.4
-35:21,MechVent,1
-35:39,MechVent,1
-36:19,DiasABP,64
-36:19,HR,85
-36:19,MAP,87
-36:19,SysABP,131
-36:19,Weight,73.5
-37:19,DiasABP,64
-37:19,HR,85
-37:19,MAP,86
-37:19,SysABP,129
-37:19,Urine,50
-37:19,Weight,73.5
-38:19,DiasABP,60
-38:19,HR,80
-38:19,MAP,82
-38:19,SysABP,125
-38:19,Weight,73.5
-38:40,FiO2,0.4
-38:40,MechVent,1
-39:19,DiasABP,65
-39:19,GCS,10
-39:19,HR,79
-39:19,MAP,89
-39:19,SysABP,133
-39:19,Temp,38.1
-39:19,Urine,60
-39:19,Weight,73.5
-40:19,DiasABP,63
-40:19,HR,91
-40:19,MAP,86
-40:19,SysABP,133
-40:19,Weight,73.5
-41:19,DiasABP,53
-41:19,HR,85
-41:19,MAP,71
-41:19,SysABP,108
-41:19,Urine,50
-41:19,Weight,73.5
-42:19,DiasABP,60
-42:19,HR,81
-42:19,MAP,83
-42:19,SysABP,128
-42:19,Weight,73.5
-42:44,FiO2,1
-42:44,MechVent,1
-42:49,DiasABP,62
-42:49,HR,78
-42:49,MAP,85
-42:49,SysABP,130
-42:49,Weight,73.5
-43:09,DiasABP,65
-43:09,HR,79
-43:09,MAP,90
-43:09,SysABP,135
-43:09,Weight,73.5
-43:14,DiasABP,76
-43:14,HR,88
-43:14,MAP,105
-43:14,SysABP,153
-43:14,Weight,73.5
-43:19,DiasABP,72
-43:19,HR,82
-43:19,MAP,96
-43:19,SysABP,139
-43:19,Urine,50
-43:19,Weight,73.5
-43:24,DiasABP,83
-43:24,HR,87
-43:24,MAP,109
-43:24,SysABP,153
-43:24,Weight,73.5
-43:29,DiasABP,79
-43:29,HR,88
-43:29,MAP,109
-43:29,SysABP,157
-43:29,Weight,73.5
-43:34,DiasABP,91
-43:34,HR,105
-43:34,MAP,125
-43:34,SysABP,176
-43:34,Weight,73.5
-43:39,DiasABP,76
-43:39,HR,98
-43:39,MAP,103
-43:39,SysABP,148
-43:39,Weight,73.5
-43:44,DiasABP,78
-43:44,HR,99
-43:44,MAP,106
-43:44,SysABP,153
-43:44,Weight,73.5
-43:49,DiasABP,75
-43:49,HR,98
-43:49,MAP,101
-43:49,SysABP,148
-43:49,Weight,73.5
-43:54,DiasABP,68
-43:54,HR,97
-43:54,MAP,89
-43:54,SysABP,130
-43:54,Weight,73.5
-43:58,HCT,35.1
-43:59,DiasABP,63
-43:59,HR,91
-43:59,MAP,83
-43:59,SysABP,120
-43:59,Weight,73.5
-44:19,DiasABP,73
-44:19,GCS,8
-44:19,HR,99
-44:19,MAP,100
-44:19,SysABP,148
-44:19,Weight,73.5
-44:29,FiO2,0.5
-44:29,MechVent,1
-45:19,DiasABP,62
-45:19,HR,83
-45:19,MAP,84
-45:19,SysABP,129
-45:19,Urine,45
-45:19,Weight,73.5
-46:19,DiasABP,61
-46:19,HR,81
-46:19,MAP,84
-46:19,SysABP,129
-46:19,Weight,73.5
-47:19,DiasABP,77
-47:19,FiO2,0.5
-47:19,GCS,9
-47:19,HR,92
-47:19,MAP,105
-47:19,MechVent,1
-47:19,SysABP,153
-47:19,Temp,37.7
-47:19,Urine,60
-47:19,Weight,73.5
diff --git a/data/set-a/132852.txt b/data/set-a/132852.txt
deleted file mode 100644
index 553fdc85a6a868438d95f80cba3544276e80680b..0000000000000000000000000000000000000000
--- a/data/set-a/132852.txt
+++ /dev/null
@@ -1,656 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132852
-00:00,Age,72
-00:00,Gender,0
-00:00,Height,157.5
-00:00,ICUType,2
-00:00,Weight,80
-00:53,pH,7.3
-00:53,PaCO2,47
-00:53,PaO2,235
-01:51,HCT,21.5
-01:51,Platelets,89
-01:51,WBC,6.5
-01:53,Lactate,5.1
-02:12,Urine,35
-02:15,FiO2,1
-02:15,MechVent,1
-02:17,DiasABP,63
-02:17,HR,82
-02:17,MAP,86
-02:17,SysABP,120
-02:22,DiasABP,56
-02:22,HR,66
-02:22,MAP,78
-02:22,SysABP,114
-02:27,DiasABP,69
-02:27,HR,66
-02:27,MAP,92
-02:27,SysABP,128
-02:32,DiasABP,70
-02:32,GCS,3
-02:32,HR,67
-02:32,MAP,93
-02:32,SysABP,128
-02:32,Temp,35.2
-02:32,Urine,585
-02:37,DiasABP,73
-02:37,HR,68
-02:37,MAP,94
-02:37,SysABP,130
-02:42,DiasABP,73
-02:42,HR,66
-02:42,MAP,96
-02:42,SysABP,132
-02:47,DiasABP,61
-02:47,HR,66
-02:47,MAP,79
-02:47,SysABP,110
-02:47,Urine,15
-02:47,Weight,80
-02:53,pH,7.36
-02:53,PaCO2,49
-02:53,PaO2,299
-02:59,FiO2,0.6
-02:59,MechVent,1
-03:02,DiasABP,70
-03:02,HR,70
-03:02,MAP,91
-03:02,SysABP,124
-03:02,Temp,34.9
-03:02,Weight,80
-03:17,DiasABP,64
-03:17,HR,70
-03:17,MAP,84
-03:17,SysABP,118
-03:17,Weight,80
-03:32,DiasABP,68
-03:32,HR,70
-03:32,MAP,89
-03:32,SysABP,125
-03:32,Temp,35.2
-03:32,Urine,80
-03:32,Weight,80
-03:47,BUN,14
-03:47,Creatinine,0.9
-03:47,DiasABP,60
-03:47,HCO3,25
-03:47,HCT,22.7
-03:47,HR,70
-03:47,MAP,79
-03:47,Platelets,114
-03:47,SysABP,116
-03:47,WBC,6.2
-03:47,Weight,80
-04:02,DiasABP,65
-04:02,HR,70
-04:02,MAP,86
-04:02,SysABP,124
-04:02,Temp,35.5
-04:02,Weight,80
-04:17,DiasABP,64
-04:17,HR,71
-04:17,MAP,84
-04:17,SysABP,122
-04:17,Weight,80
-04:32,DiasABP,60
-04:32,HR,71
-04:32,MAP,80
-04:32,SysABP,115
-04:32,Temp,35.8
-04:32,Urine,30
-04:32,Weight,80
-04:47,DiasABP,60
-04:47,HR,71
-04:47,MAP,80
-04:47,SysABP,117
-04:47,Weight,80
-04:48,pH,7.39
-04:48,PaCO2,44
-04:48,PaO2,145
-04:48,SaO2,98
-05:02,DiasABP,59
-05:02,HR,80
-05:02,MAP,79
-05:02,SysABP,118
-05:02,Temp,36
-05:02,Weight,80
-05:17,DiasABP,59
-05:17,HR,72
-05:17,MAP,80
-05:17,SysABP,119
-05:17,Weight,80
-05:32,DiasABP,68
-05:32,HR,71
-05:32,MAP,90
-05:32,SysABP,129
-05:32,Urine,32
-05:32,Weight,80
-05:33,Mg,3
-06:02,DiasABP,64
-06:02,FiO2,0.5
-06:02,HR,70
-06:02,MAP,86
-06:02,SysABP,126
-06:02,Temp,35.9
-06:02,Weight,80
-06:32,DiasABP,65
-06:32,GCS,3
-06:32,HR,66
-06:32,MAP,89
-06:32,SysABP,132
-06:32,Temp,36.1
-06:32,Urine,15
-06:32,Weight,80
-06:47,DiasABP,70
-06:47,HR,65
-06:47,MAP,94
-06:47,SysABP,137
-06:47,Weight,80
-06:57,FiO2,0.5
-06:57,MechVent,1
-07:02,DiasABP,65
-07:02,HR,65
-07:02,MAP,88
-07:02,SysABP,131
-07:02,Weight,80
-07:08,HCT,27.2
-07:32,DiasABP,65
-07:32,HR,63
-07:32,MAP,89
-07:32,SysABP,133
-07:32,Temp,36.3
-07:32,Urine,29
-07:32,Weight,80
-08:32,DiasABP,55
-08:32,FiO2,0.7
-08:32,HR,80
-08:32,MAP,73
-08:32,MechVent,1
-08:32,SysABP,107
-08:32,Temp,36.1
-08:32,Urine,40
-08:32,Weight,80
-09:13,pH,7.42
-09:13,PaCO2,41
-09:13,PaO2,74
-09:13,SaO2,94
-09:32,DiasABP,68
-09:32,HR,90
-09:32,MAP,89
-09:32,SysABP,128
-09:32,Temp,36.2
-09:32,Urine,85
-09:32,Weight,80
-10:32,DiasABP,62
-10:32,GCS,3
-10:32,HR,90
-10:32,MAP,80
-10:32,SysABP,115
-10:32,Temp,36.3
-10:32,Urine,60
-10:32,Weight,80
-10:37,FiO2,0.7
-10:37,MechVent,1
-10:44,pH,7.41
-10:44,PaCO2,42
-10:44,PaO2,82
-10:44,SaO2,96
-11:32,DiasABP,62
-11:32,HCT,31.6
-11:32,HR,90
-11:32,MAP,81
-11:32,Platelets,108
-11:32,SysABP,118
-11:32,Temp,36.5
-11:32,Urine,50
-11:32,WBC,7.2
-11:32,Weight,80
-11:44,Lactate,1.4
-12:32,DiasABP,60
-12:32,HR,90
-12:32,MAP,77
-12:32,SysABP,112
-12:32,Temp,36.7
-12:32,Urine,30
-12:32,Weight,80
-12:42,BUN,16
-12:42,Creatinine,1.3
-12:42,Glucose,129
-12:42,HCO3,25
-12:42,Mg,2.7
-12:42,K,4.6
-12:42,Na,145
-13:01,pH,7.4
-13:01,PaCO2,45
-13:01,PaO2,96
-13:01,SaO2,97
-13:02,DiasABP,59
-13:02,MAP,78
-13:02,SysABP,116
-13:32,DiasABP,57
-13:32,HR,90
-13:32,MAP,76
-13:32,SysABP,116
-13:32,Temp,36.9
-13:32,Urine,30
-13:32,Weight,80
-13:48,HCT,31.1
-13:48,Platelets,121
-13:48,WBC,7.5
-14:32,DiasABP,55
-14:32,GCS,3
-14:32,HR,91
-14:32,MAP,74
-14:32,SysABP,112
-14:32,Temp,37
-14:32,Urine,50
-14:32,Weight,80
-14:39,pH,7.42
-14:39,PaCO2,42
-14:39,PaO2,97
-14:39,SaO2,97
-15:12,FiO2,0.6
-15:12,MechVent,1
-15:32,DiasABP,55
-15:32,HR,90
-15:32,MAP,71
-15:32,SysABP,105
-15:32,Temp,37
-15:32,Urine,40
-15:32,Weight,87.7
-15:51,pH,7.4
-15:51,PaCO2,42
-15:51,PaO2,95
-15:51,SaO2,96
-16:32,DiasABP,55
-16:32,HR,74
-16:32,MAP,72
-16:32,SysABP,109
-16:32,Temp,37.1
-16:32,Urine,30
-16:32,Weight,87.7
-17:32,DiasABP,58
-17:32,HR,74
-17:32,MAP,76
-17:32,SysABP,115
-17:32,Temp,37.1
-17:32,Urine,35
-17:32,Weight,87.7
-18:22,FiO2,0.6
-18:22,MechVent,1
-18:32,DiasABP,59
-18:32,GCS,3
-18:32,HR,80
-18:32,MAP,79
-18:32,SysABP,119
-18:32,Temp,37.2
-18:32,Urine,45
-18:32,Weight,87.7
-18:47,DiasABP,61
-18:47,HR,80
-18:47,MAP,81
-18:47,SysABP,123
-18:47,Weight,87.7
-19:32,DiasABP,63
-19:32,HR,80
-19:32,MAP,85
-19:32,SysABP,130
-19:32,Temp,37.3
-19:32,Urine,45
-19:32,Weight,87.7
-20:32,DiasABP,68
-20:32,HR,80
-20:32,MAP,86
-20:32,SysABP,126
-20:32,Temp,37.3
-20:32,Urine,35
-20:32,Weight,87.7
-20:38,Albumin,3
-20:38,ALP,73
-20:38,ALT,127
-20:38,AST,141
-20:38,Bilirubin,0.8
-21:02,DiasABP,60
-21:02,HR,70
-21:02,MAP,81
-21:02,SysABP,124
-21:02,Weight,87.7
-21:23,pH,7.42
-21:23,PaCO2,35
-21:23,PaO2,90
-21:23,SaO2,96
-21:32,DiasABP,64
-21:32,FiO2,0.6
-21:32,HR,70
-21:32,MAP,84
-21:32,MechVent,1
-21:32,SysABP,121
-21:32,Temp,37.4
-21:32,Urine,30
-21:32,Weight,87.7
-22:32,DiasABP,66
-22:32,FiO2,0.5
-22:32,GCS,3
-22:32,HR,70
-22:32,MAP,89
-22:32,SysABP,132
-22:32,Temp,37.5
-22:32,Urine,35
-22:32,Weight,87.7
-22:51,pH,7.42
-22:51,PaCO2,37
-22:51,PaO2,119
-22:51,SaO2,98
-23:02,FiO2,0.4
-23:17,DiasABP,75
-23:17,HR,73
-23:17,MAP,101
-23:17,SysABP,149
-23:17,Temp,37.5
-23:17,Weight,87.7
-23:32,DiasABP,73
-23:32,HR,71
-23:32,MAP,100
-23:32,SysABP,147
-23:32,Temp,37.5
-23:32,Urine,75
-23:32,Weight,87.7
-23:47,DiasABP,69
-23:47,HR,71
-23:47,MAP,94
-23:47,SysABP,141
-23:47,Temp,37.5
-23:47,Weight,87.7
-24:03,pH,7.42
-24:03,PaCO2,33
-24:03,PaO2,72
-24:03,SaO2,94
-24:32,DiasABP,59
-24:32,FiO2,0.4
-24:32,HR,67
-24:32,MAP,81
-24:32,SysABP,128
-24:32,Temp,37.6
-24:32,Urine,150
-24:32,Weight,87.7
-25:02,DiasABP,58
-25:02,HR,67
-25:02,MAP,79
-25:02,SysABP,121
-25:02,Weight,87.7
-25:17,DiasABP,58
-25:17,HR,66
-25:17,MAP,80
-25:17,SysABP,122
-25:17,Weight,87.7
-25:32,DiasABP,57
-25:32,GCS,5
-25:32,HR,66
-25:32,MAP,78
-25:32,SysABP,120
-25:32,Temp,37.6
-25:32,Urine,325
-25:32,Weight,87.7
-25:59,FiO2,0.4
-25:59,MechVent,1
-26:32,DiasABP,67
-26:32,GCS,5
-26:32,HR,85
-26:32,MAP,92
-26:32,SysABP,138
-26:32,Temp,37.6
-26:32,Urine,220
-26:32,Weight,87.7
-27:32,DiasABP,62
-27:32,FiO2,0.4
-27:32,HR,75
-27:32,MAP,84
-27:32,MechVent,1
-27:32,SysABP,126
-27:32,Temp,37.6
-27:32,Urine,150
-27:32,Weight,87.7
-27:59,pH,7.42
-27:59,PaCO2,38
-27:59,PaO2,73
-27:59,SaO2,94
-28:32,DiasABP,65
-28:32,HR,81
-28:32,MAP,90
-28:32,SysABP,137
-28:32,Temp,37.6
-28:32,Urine,300
-28:32,Weight,87.7
-29:02,DiasABP,68
-29:02,HR,93
-29:02,MAP,98
-29:02,SysABP,148
-29:02,Weight,87.7
-29:17,DiasABP,73
-29:17,HR,97
-29:17,MAP,104
-29:17,SysABP,154
-29:17,Weight,87.7
-29:32,DiasABP,61
-29:32,FiO2,0.5
-29:32,HR,88
-29:32,MAP,86
-29:32,MechVent,1
-29:32,SysABP,130
-29:32,Temp,37.4
-29:32,Urine,259
-29:32,Weight,87.7
-30:32,DiasABP,57
-30:32,FiO2,0.5
-30:32,GCS,8
-30:32,HR,89
-30:32,MAP,81
-30:32,MechVent,1
-30:32,SysABP,124
-30:32,Temp,37.7
-30:32,Urine,220
-30:32,Weight,87.7
-31:02,Urine,150
-31:16,pH,7.43
-31:16,PaCO2,37
-31:16,PaO2,63
-31:16,SaO2,92
-31:32,DiasABP,59
-31:32,FiO2,0.5
-31:32,HR,100
-31:32,MAP,85
-31:32,MechVent,1
-31:32,SysABP,133
-31:32,Temp,37.7
-31:32,Urine,125
-31:32,Weight,87.7
-32:24,pH,7.42
-32:24,PaCO2,36
-32:24,PaO2,75
-32:24,SaO2,94
-32:32,DiasABP,49
-32:32,HR,67
-32:32,MAP,68
-32:32,SysABP,106
-32:32,Temp,37.6
-32:32,Urine,150
-32:32,Weight,87.7
-33:32,DiasABP,51
-33:32,FiO2,0.5
-33:32,HR,69
-33:32,MAP,70
-33:32,MechVent,1
-33:32,SysABP,110
-33:32,Temp,37.6
-33:32,Urine,170
-33:32,Weight,87.7
-34:32,DiasABP,55
-34:32,GCS,9
-34:32,HR,76
-34:32,MAP,73
-34:32,SysABP,108
-34:32,Temp,37.6
-34:32,Urine,150
-34:32,Weight,84.9
-35:32,DiasABP,53
-35:32,HR,72
-35:32,MAP,71
-35:32,SysABP,105
-35:32,Temp,37.5
-35:32,Urine,75
-35:32,Weight,84.9
-36:32,DiasABP,52
-36:32,HR,72
-36:32,MAP,70
-36:32,SysABP,105
-36:32,Temp,37.5
-36:32,Urine,110
-36:32,Weight,84.9
-37:21,pH,7.45
-37:21,PaCO2,38
-37:21,PaO2,74
-37:21,SaO2,94
-37:32,DiasABP,53
-37:32,HR,75
-37:32,MAP,71
-37:32,SysABP,107
-37:32,Temp,37.6
-37:32,Urine,60
-37:32,Weight,84.9
-38:11,ALP,78
-38:11,ALT,172
-38:11,AST,135
-38:11,Bilirubin,1
-38:11,BUN,23
-38:11,Creatinine,2
-38:11,Glucose,146
-38:11,HCO3,23
-38:11,HCT,32.5
-38:11,Mg,2.2
-38:11,Platelets,94
-38:11,K,4.6
-38:11,Na,141
-38:11,WBC,15.3
-38:32,DiasABP,57
-38:32,FiO2,0.5
-38:32,GCS,8
-38:32,HR,80
-38:32,MAP,77
-38:32,MechVent,1
-38:32,SysABP,116
-38:32,Temp,37.7
-38:32,Urine,50
-38:32,Weight,84.9
-39:17,FiO2,0.5
-39:17,MechVent,1
-39:32,DiasABP,60
-39:32,HR,84
-39:32,MAP,80
-39:32,SysABP,119
-39:32,Temp,37.6
-39:32,Urine,40
-39:32,Weight,84.9
-40:32,DiasABP,54
-40:32,HR,80
-40:32,MAP,73
-40:32,SysABP,109
-40:32,Temp,37.7
-40:32,Urine,40
-40:32,Weight,84.9
-41:32,DiasABP,53
-41:32,HR,80
-41:32,MAP,72
-41:32,SysABP,109
-41:32,Temp,37.8
-41:32,Urine,70
-41:32,Weight,84.9
-42:32,DiasABP,53
-42:32,FiO2,0.5
-42:32,GCS,8
-42:32,HR,80
-42:32,MAP,71
-42:32,MechVent,1
-42:32,SysABP,108
-42:32,Temp,37.8
-42:32,Urine,150
-42:32,Weight,84.9
-43:22,DiasABP,67
-43:22,HR,163
-43:22,MAP,81
-43:22,SysABP,110
-43:22,Weight,84.9
-43:32,DiasABP,71
-43:32,HR,141
-43:32,MAP,85
-43:32,SysABP,114
-43:32,Temp,37.8
-43:32,Urine,80
-43:32,Weight,84.9
-44:02,DiasABP,69
-44:02,HR,111
-44:02,MAP,85
-44:02,SysABP,116
-44:02,Weight,84.9
-44:32,DiasABP,70
-44:32,HR,124
-44:32,MAP,83
-44:32,SysABP,110
-44:32,Urine,75
-44:32,Weight,84.9
-45:02,DiasABP,77
-45:02,HR,120
-45:02,MAP,90
-45:02,SysABP,118
-45:02,Weight,84.9
-45:17,DiasABP,63
-45:17,HR,110
-45:17,MAP,74
-45:17,SysABP,97
-45:17,Weight,84.9
-45:32,DiasABP,61
-45:32,FiO2,0.5
-45:32,HR,109
-45:32,MAP,72
-45:32,MechVent,1
-45:32,SysABP,97
-45:32,Urine,200
-45:32,Weight,84.9
-46:02,DiasABP,60
-46:02,HR,102
-46:02,MAP,71
-46:02,SysABP,99
-46:02,Weight,84.9
-46:18,HCT,31.6
-46:18,Platelets,85
-46:18,K,4.5
-46:18,WBC,16.3
-46:32,DiasABP,45
-46:32,HR,120
-46:32,SysABP,100
-46:32,Weight,84.9
-46:47,DiasABP,50
-46:47,HR,110
-46:47,SysABP,101
-46:47,Weight,84.9
-47:02,DiasABP,52
-47:02,HR,104
-47:02,MAP,70
-47:02,SysABP,109
-47:02,Weight,84.9
-47:17,DiasABP,56
-47:17,HR,68
-47:17,MAP,73
-47:17,SysABP,110
-47:17,Weight,84.9
-47:32,DiasABP,56
-47:32,HR,64
-47:32,MAP,73
-47:32,SysABP,110
-47:32,Urine,75
-47:32,Weight,84.9
-47:47,DiasABP,55
-47:47,HR,64
-47:47,MAP,73
-47:47,SysABP,109
-47:47,Weight,84.9
diff --git a/data/set-a/132853.txt b/data/set-a/132853.txt
deleted file mode 100644
index 49ba421b5d1eba840433403526a9e22c8822b68b..0000000000000000000000000000000000000000
--- a/data/set-a/132853.txt
+++ /dev/null
@@ -1,555 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132853
-00:00,Age,55
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,55.9
-00:24,GCS,15
-00:39,HR,129
-00:39,NIDiasABP,93
-00:39,NIMAP,107.3
-00:39,NISysABP,136
-00:54,HR,132
-00:54,NIDiasABP,93
-00:54,NIMAP,107.3
-00:54,NISysABP,136
-00:54,Temp,38.3
-00:54,Urine,100
-01:54,HR,130
-01:54,NIDiasABP,89
-01:54,NIMAP,103
-01:54,NISysABP,131
-01:54,Urine,120
-02:14,HR,137
-02:14,NIDiasABP,66
-02:14,NIMAP,81.33
-02:14,NISysABP,112
-02:19,HR,124
-02:24,FiO2,1
-02:24,HR,127
-02:24,MechVent,1
-02:24,NIDiasABP,95
-02:24,NIMAP,106.3
-02:24,NISysABP,129
-02:29,HR,142
-02:29,NIDiasABP,123
-02:29,NIMAP,137.3
-02:29,NISysABP,166
-02:39,HR,123
-02:39,NIDiasABP,58
-02:39,NIMAP,72.33
-02:39,NISysABP,101
-02:53,BUN,5
-02:53,Creatinine,0.5
-02:53,Glucose,109
-02:53,HCO3,23
-02:53,HCT,31.9
-02:53,Mg,1.7
-02:53,Platelets,162
-02:53,K,3.9
-02:53,Na,136
-02:53,WBC,11.8
-02:54,HR,118
-02:54,NIDiasABP,92
-02:54,NIMAP,119.3
-02:54,NISysABP,174
-02:54,Urine,40
-03:09,DiasABP,72
-03:09,GCS,7
-03:09,HR,122
-03:09,MAP,87
-03:09,NIDiasABP,106
-03:09,NIMAP,113.3
-03:09,NISysABP,128
-03:09,SysABP,109
-03:24,DiasABP,51
-03:24,HR,104
-03:24,MAP,63
-03:24,NIDiasABP,40
-03:24,NIMAP,46
-03:24,NISysABP,58
-03:24,SysABP,77
-03:39,DiasABP,65
-03:39,HR,114
-03:39,MAP,84
-03:39,NIDiasABP,71
-03:39,NIMAP,84
-03:39,NISysABP,110
-03:39,SysABP,115
-03:44,DiasABP,30
-03:44,HR,93
-03:44,MAP,39
-03:44,NIDiasABP,19
-03:44,NIMAP,26.33
-03:44,NISysABP,41
-03:44,SysABP,53
-03:54,DiasABP,42
-03:54,FiO2,1
-03:54,HR,96
-03:54,MAP,54
-03:54,MechVent,1
-03:54,NIDiasABP,28
-03:54,NIMAP,37.67
-03:54,NISysABP,57
-03:54,SysABP,74
-04:09,DiasABP,71
-04:09,HR,97
-04:09,MAP,89
-04:09,NIDiasABP,35
-04:09,NIMAP,44.33
-04:09,NISysABP,63
-04:09,SysABP,119
-04:09,Temp,38.4
-04:39,DiasABP,48
-04:39,HR,84
-04:39,MAP,61
-04:39,NIDiasABP,39
-04:39,NIMAP,49
-04:39,NISysABP,69
-04:39,SysABP,81
-04:45,pH,7.34
-04:45,PaCO2,42
-04:45,PaO2,266
-04:54,DiasABP,71
-04:54,FiO2,0.6
-04:54,HR,91
-04:54,MAP,95
-04:54,NIDiasABP,60
-04:54,NIMAP,72
-04:54,NISysABP,96
-04:54,SysABP,135
-05:09,DiasABP,66
-05:09,HR,89
-05:09,MAP,87
-05:09,NIDiasABP,55
-05:09,NIMAP,69.33
-05:09,NISysABP,98
-05:09,SysABP,124
-05:24,DiasABP,67
-05:24,HR,90
-05:24,MAP,89
-05:24,NIDiasABP,54
-05:24,NIMAP,67
-05:24,NISysABP,93
-05:24,SysABP,127
-05:39,DiasABP,66
-05:39,HR,90
-05:39,MAP,87
-05:39,NIDiasABP,53
-05:39,NIMAP,66
-05:39,NISysABP,92
-05:39,SysABP,126
-05:54,DiasABP,57
-05:54,HR,90
-05:54,MAP,76
-05:54,NIDiasABP,50
-05:54,NIMAP,59.67
-05:54,NISysABP,79
-05:54,SysABP,107
-06:54,DiasABP,61
-06:54,HR,87
-06:54,MAP,80
-06:54,NIDiasABP,48
-06:54,NIMAP,60.33
-06:54,NISysABP,85
-06:54,SysABP,113
-07:54,DiasABP,59
-07:54,FiO2,0.6
-07:54,GCS,11
-07:54,HR,85
-07:54,MAP,77
-07:54,MechVent,1
-07:54,NIDiasABP,49
-07:54,NIMAP,59.67
-07:54,NISysABP,81
-07:54,SysABP,107
-07:54,Temp,38.2
-07:54,Urine,160
-08:54,DiasABP,50
-08:54,HR,82
-08:54,MAP,66
-08:54,NIDiasABP,39
-08:54,NIMAP,50.67
-08:54,NISysABP,74
-08:54,SysABP,90
-09:54,DiasABP,46
-09:54,HR,80
-09:54,MAP,59
-09:54,NIDiasABP,37
-09:54,NIMAP,47
-09:54,NISysABP,67
-09:54,SysABP,79
-10:09,Urine,80
-10:54,DiasABP,59
-10:54,HR,89
-10:54,MAP,72
-10:54,NIDiasABP,46
-10:54,NIMAP,54.33
-10:54,NISysABP,71
-10:54,SysABP,88
-11:41,pH,7.27
-11:41,PaCO2,49
-11:41,PaO2,113
-11:54,DiasABP,49
-11:54,FiO2,0.6
-11:54,GCS,11
-11:54,HR,94
-11:54,MAP,62
-11:54,MechVent,1
-11:54,NIDiasABP,36
-11:54,NIMAP,43.33
-11:54,NISysABP,58
-11:54,SysABP,83
-11:54,Temp,37.6
-11:54,Urine,60
-12:24,DiasABP,58
-12:24,HR,102
-12:24,MAP,70
-12:24,NIDiasABP,34
-12:24,NIMAP,44.33
-12:24,NISysABP,65
-12:24,SysABP,88
-12:25,BUN,5
-12:25,Creatinine,0.5
-12:25,Glucose,201
-12:25,HCO3,21
-12:25,HCT,27.3
-12:25,Mg,1.6
-12:25,Platelets,122
-12:25,K,3.3
-12:25,Na,133
-12:25,WBC,9.5
-12:39,MechVent,1
-12:54,DiasABP,46
-12:54,HR,94
-12:54,MAP,57
-12:54,NIDiasABP,22
-12:54,NIMAP,34.33
-12:54,NISysABP,59
-12:54,SysABP,71
-13:09,DiasABP,44
-13:09,HR,91
-13:09,MAP,54
-13:09,NIDiasABP,27
-13:09,NIMAP,36.67
-13:09,NISysABP,56
-13:09,SysABP,68
-13:41,pH,7.29
-13:41,PaCO2,50
-13:41,PaO2,70
-13:41,SaO2,91
-13:54,DiasABP,49
-13:54,HR,89
-13:54,MAP,61
-13:54,NIDiasABP,28
-13:54,NIMAP,40
-13:54,NISysABP,64
-13:54,SysABP,80
-13:54,Urine,110
-14:24,DiasABP,48
-14:24,HR,87
-14:24,MAP,59
-14:24,NIDiasABP,26
-14:24,NIMAP,41
-14:24,NISysABP,71
-14:24,SysABP,74
-14:54,DiasABP,53
-14:54,HR,78
-14:54,MAP,67
-14:54,NIDiasABP,36
-14:54,NIMAP,49
-14:54,NISysABP,75
-14:54,SysABP,86
-15:54,DiasABP,62
-15:54,FiO2,0.6
-15:54,GCS,11
-15:54,HR,84
-15:54,MAP,73
-15:54,MechVent,1
-15:54,NIDiasABP,47
-15:54,NIMAP,58.67
-15:54,NISysABP,82
-15:54,SysABP,87
-15:54,Temp,36.9
-15:54,Urine,80
-16:54,DiasABP,63
-16:54,HR,83
-16:54,MAP,72
-16:54,NIDiasABP,41
-16:54,NIMAP,52.33
-16:54,NISysABP,75
-16:54,SysABP,79
-16:54,Urine,30
-17:24,DiasABP,48
-17:24,HR,84
-17:24,MAP,61
-17:24,SysABP,80
-17:54,DiasABP,55
-17:54,HR,87
-17:54,MAP,69
-17:54,NIDiasABP,40
-17:54,NIMAP,52
-17:54,NISysABP,76
-17:54,SysABP,92
-17:54,Urine,45
-18:54,DiasABP,50
-18:54,HR,83
-18:54,MAP,64
-18:54,SysABP,84
-18:54,Urine,120
-19:24,DiasABP,52
-19:24,HR,85
-19:24,MAP,65
-19:24,SysABP,85
-19:54,DiasABP,55
-19:54,FiO2,0.6
-19:54,GCS,10
-19:54,HR,83
-19:54,MAP,70
-19:54,MechVent,1
-19:54,SysABP,92
-19:54,Temp,37.1
-19:54,Urine,100
-20:40,pH,7.26
-20:40,PaCO2,48
-20:40,PaO2,93
-20:54,DiasABP,54
-20:54,HR,88
-20:54,MAP,67
-20:54,SysABP,86
-21:40,Lactate,0.8
-21:54,DiasABP,55
-21:54,HR,88
-21:54,MAP,69
-21:54,SysABP,88
-21:54,Urine,100
-22:54,DiasABP,52
-22:54,HR,105
-22:54,MAP,67
-22:54,SysABP,89
-22:54,Temp,38
-22:54,Urine,50
-23:39,FiO2,0.7
-23:54,DiasABP,56
-23:54,FiO2,0.7
-23:54,GCS,9
-23:54,HR,103
-23:54,MAP,72
-23:54,MechVent,1
-23:54,NIDiasABP,45
-23:54,NIMAP,53
-23:54,NISysABP,69
-23:54,SysABP,99
-23:54,Temp,38
-23:54,Urine,25
-24:54,DiasABP,55
-24:54,HR,104
-24:54,MAP,70
-24:54,SysABP,96
-24:54,Urine,30
-25:12,FiO2,0.6
-25:54,DiasABP,51
-25:54,HR,90
-25:54,MAP,64
-25:54,SysABP,82
-25:54,Temp,37.7
-25:54,Urine,60
-26:46,MechVent,1
-26:54,DiasABP,50
-26:54,HR,87
-26:54,MAP,63
-26:54,SysABP,83
-26:54,Urine,20
-27:24,FiO2,0.6
-27:24,MechVent,1
-27:54,DiasABP,50
-27:54,GCS,9
-27:54,HR,85
-27:54,MAP,64
-27:54,SysABP,84
-27:54,Temp,37.4
-27:54,Urine,20
-28:16,pH,7.24
-28:16,PaCO2,50
-28:16,PaO2,136
-28:24,DiasABP,50
-28:24,HR,90
-28:24,MAP,64
-28:24,SysABP,86
-28:54,DiasABP,59
-28:54,HR,85
-28:54,MAP,74
-28:54,SysABP,98
-28:54,Urine,30
-29:04,DiasABP,48
-29:04,HR,81
-29:04,MAP,59
-29:04,SysABP,79
-29:09,DiasABP,54
-29:09,HR,83
-29:09,MAP,68
-29:09,SysABP,91
-29:54,DiasABP,56
-29:54,HR,84
-29:54,MAP,72
-29:54,SysABP,98
-29:54,Urine,18
-30:54,DiasABP,53
-30:54,HR,80
-30:54,MAP,69
-30:54,SysABP,93
-30:54,Urine,160
-31:54,DiasABP,62
-31:54,FiO2,0.6
-31:54,GCS,9
-31:54,HR,81
-31:54,MAP,79
-31:54,MechVent,1
-31:54,SysABP,104
-31:54,Temp,37.5
-31:54,Urine,50
-32:54,DiasABP,62
-32:54,HR,77
-32:54,MAP,78
-32:54,SysABP,104
-32:54,Urine,110
-33:54,DiasABP,59
-33:54,HR,97
-33:54,MAP,74
-33:54,SysABP,95
-33:54,Urine,120
-34:54,DiasABP,56
-34:54,HR,82
-34:54,MAP,73
-34:54,SysABP,98
-34:54,Urine,45
-35:54,DiasABP,55
-35:54,FiO2,0.6
-35:54,GCS,10
-35:54,HR,80
-35:54,MAP,71
-35:54,MechVent,1
-35:54,SysABP,94
-35:54,Temp,36.8
-35:54,Urine,210
-36:21,pH,7.27
-36:21,PaCO2,45
-36:21,PaO2,101
-36:52,BUN,8
-36:52,Creatinine,0.7
-36:52,Glucose,117
-36:52,HCO3,18
-36:52,HCT,25.6
-36:52,Mg,1.5
-36:52,Platelets,153
-36:52,K,4.1
-36:52,Na,127
-36:52,WBC,9.2
-36:54,DiasABP,57
-36:54,HR,79
-36:54,MAP,74
-36:54,SysABP,103
-37:21,Lactate,1.7
-37:54,DiasABP,55
-37:54,HR,79
-37:54,MAP,71
-37:54,SysABP,99
-37:54,Urine,420
-38:54,DiasABP,48
-38:54,HR,87
-38:54,MAP,63
-38:54,SysABP,83
-38:54,Urine,180
-39:54,DiasABP,55
-39:54,GCS,8
-39:54,HR,89
-39:54,MAP,72
-39:54,SysABP,99
-39:54,Temp,37.5
-39:54,Urine,195
-40:25,FiO2,0.6
-40:25,MechVent,1
-40:54,DiasABP,56
-40:54,HR,88
-40:54,MAP,75
-40:54,SysABP,104
-40:54,Urine,200
-41:14,pH,7.25
-41:14,PaCO2,46
-41:14,PaO2,97
-41:39,DiasABP,52
-41:39,HR,105
-41:39,MAP,66
-41:39,NIDiasABP,55
-41:39,NIMAP,63
-41:39,NISysABP,79
-41:39,SysABP,87
-41:54,DiasABP,52
-41:54,FiO2,0.6
-41:54,HR,105
-41:54,MAP,67
-41:54,MechVent,1
-41:54,SysABP,88
-41:54,Temp,37.6
-41:54,Urine,160
-42:54,DiasABP,54
-42:54,HR,102
-42:54,MAP,71
-42:54,SysABP,100
-42:54,Urine,100
-43:13,pH,7.23
-43:13,PaCO2,51
-43:13,PaO2,163
-43:54,DiasABP,51
-43:54,GCS,6
-43:54,HR,100
-43:54,MAP,66
-43:54,SysABP,88
-43:54,Temp,38.2
-43:54,Urine,120
-44:04,FiO2,0.6
-44:04,MechVent,1
-44:09,DiasABP,50
-44:09,HR,99
-44:09,MAP,65
-44:09,SysABP,87
-44:13,Lactate,1
-44:54,DiasABP,56
-44:54,HR,97
-44:54,MAP,73
-44:54,SysABP,100
-44:54,Urine,85
-45:54,DiasABP,58
-45:54,HR,99
-45:54,MAP,76
-45:54,SysABP,102
-45:54,Urine,30
-46:03,pH,7.26
-46:03,PaCO2,45
-46:03,PaO2,118
-46:54,BUN,7
-46:54,Creatinine,0.6
-46:54,DiasABP,65
-46:54,Glucose,171
-46:54,HCO3,19
-46:54,HCT,26.7
-46:54,HR,96
-46:54,Mg,2.5
-46:54,MAP,85
-46:54,Platelets,143
-46:54,K,4.6
-46:54,Na,131
-46:54,SysABP,121
-46:54,Urine,100
-46:54,WBC,8.7
-47:54,DiasABP,71
-47:54,FiO2,0.6
-47:54,GCS,6
-47:54,HR,93
-47:54,MAP,95
-47:54,MechVent,1
-47:54,SysABP,139
-47:54,Temp,37.8
-47:54,Temp,37.9
-47:54,Urine,380
diff --git a/data/set-a/132855.txt b/data/set-a/132855.txt
deleted file mode 100644
index a9f7f982b606dc75e8eed62629b637011a4983f3..0000000000000000000000000000000000000000
--- a/data/set-a/132855.txt
+++ /dev/null
@@ -1,580 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132855
-00:00,Age,54
-00:00,Gender,1
-00:00,Height,177.8
-00:00,ICUType,2
-00:00,Weight,75
-00:32,pH,7.22
-00:32,PaCO2,45
-00:32,PaO2,353
-01:32,Lactate,3.2
-01:33,pH,7.17
-01:33,PaCO2,54
-01:33,PaO2,251
-01:57,HCT,40.2
-01:57,Platelets,125
-01:57,WBC,13.6
-02:10,pH,7.29
-02:10,PaCO2,42
-02:10,PaO2,316
-02:33,Lactate,3.3
-03:08,pH,7.29
-03:08,PaCO2,40
-03:08,PaO2,266
-03:10,Lactate,3.7
-04:07,DiasABP,89
-04:07,FiO2,1
-04:07,GCS,3
-04:07,HCT,39.1
-04:07,HR,91
-04:07,MAP,111
-04:07,MechVent,1
-04:07,Platelets,175
-04:07,SysABP,150
-04:07,Urine,955
-04:07,Urine,550
-04:07,WBC,11.4
-04:08,Lactate,3.8
-04:12,DiasABP,85
-04:12,HR,91
-04:12,MAP,108
-04:12,SysABP,149
-04:17,DiasABP,88
-04:17,HR,91
-04:17,MAP,108
-04:17,SysABP,147
-04:27,DiasABP,85
-04:27,HR,91
-04:27,MAP,103
-04:27,MAP,101
-04:27,SysABP,138
-04:29,pH,7.33
-04:29,PaCO2,44
-04:29,PaO2,200
-04:29,SaO2,98
-04:31,DiasABP,85
-04:31,HR,90
-04:31,MAP,104
-04:31,SysABP,141
-04:47,DiasABP,86
-04:47,HR,90
-04:47,MAP,103
-04:47,MAP,98
-04:47,SysABP,139
-04:47,Temp,35.8
-04:52,DiasABP,81
-04:52,HR,89
-04:52,MAP,95
-04:52,MAP,96
-04:52,SysABP,129
-04:52,Temp,35.6
-04:57,DiasABP,81
-04:57,HR,88
-04:57,MAP,95
-04:57,SysABP,126
-05:02,DiasABP,77
-05:02,HR,87
-05:02,MAP,91
-05:02,SysABP,122
-05:07,DiasABP,76
-05:07,FiO2,0.5
-05:07,HR,87
-05:07,MAP,89
-05:07,SysABP,119
-05:07,Urine,120
-05:12,DiasABP,74
-05:12,HR,89
-05:12,MAP,87
-05:12,SysABP,116
-05:12,Temp,35.6
-05:17,DiasABP,74
-05:17,HR,90
-05:17,MAP,87
-05:17,SysABP,117
-05:20,HCT,41
-05:22,DiasABP,76
-05:22,HR,91
-05:22,MAP,89
-05:22,SysABP,119
-05:29,Lactate,3.2
-05:37,DiasABP,77
-05:37,HR,92
-05:37,MAP,90
-05:37,SysABP,122
-05:37,Temp,35.6
-05:37,Urine,30
-05:52,DiasABP,78
-05:52,HR,94
-05:52,MAP,92
-05:52,SysABP,124
-05:52,Temp,36.1
-06:07,DiasABP,79
-06:07,HR,98
-06:07,MAP,94
-06:07,SysABP,129
-06:07,Temp,36.1
-06:07,Urine,100
-06:07,Urine,0
-06:11,pH,7.32
-06:11,PaCO2,48
-06:11,PaO2,84
-06:11,SaO2,94
-06:22,DiasABP,83
-06:22,HR,102
-06:22,MAP,99
-06:22,SysABP,136
-06:22,Temp,36.2
-06:37,DiasABP,87
-06:37,FiO2,0.6
-06:37,HR,101
-06:37,MAP,105
-06:37,MechVent,1
-06:37,SysABP,148
-06:47,Albumin,3.2
-06:47,ALP,63
-06:47,ALT,423
-06:47,AST,487
-06:47,Bilirubin,1.8
-06:47,BUN,12
-06:47,Creatinine,0.8
-06:47,Glucose,123
-06:47,HCO3,24
-06:47,HCT,40.2
-06:47,Mg,1.5
-06:47,Platelets,219
-06:47,K,4.2
-06:47,Na,142
-06:47,WBC,8.6
-06:52,DiasABP,87
-06:52,HR,106
-06:52,MAP,103
-06:52,SysABP,141
-06:52,Temp,36.6
-07:07,DiasABP,85
-07:07,GCS,3
-07:07,HR,108
-07:07,MAP,100
-07:07,SysABP,138
-07:07,Temp,36.6
-07:07,Urine,100
-07:11,Lactate,2
-07:37,DiasABP,73
-07:37,HR,119
-07:37,MAP,90
-07:37,SysABP,126
-07:37,Temp,36.8
-08:07,DiasABP,74
-08:07,HR,100
-08:07,MAP,86
-08:07,SysABP,119
-08:07,Temp,37.1
-08:07,Urine,70
-08:12,DiasABP,75
-08:12,HR,100
-08:12,MAP,88
-08:12,SysABP,120
-08:16,pH,7.32
-08:16,PaCO2,46
-08:16,PaO2,96
-08:16,SaO2,96
-08:17,DiasABP,69
-08:17,HR,97
-08:17,MAP,83
-08:17,SysABP,118
-08:22,DiasABP,68
-08:22,HR,100
-08:22,MAP,82
-08:22,SysABP,115
-08:27,DiasABP,62
-08:27,FiO2,0.6
-08:27,HR,91
-08:27,MAP,74
-08:27,MechVent,1
-08:27,SysABP,106
-08:32,DiasABP,62
-08:32,HR,90
-08:32,MAP,72
-08:32,SysABP,97
-09:07,DiasABP,62
-09:07,HR,92
-09:07,MAP,72
-09:07,SysABP,98
-09:07,Temp,37.5
-09:07,Urine,180
-10:07,DiasABP,61
-10:07,FiO2,0.4
-10:07,GCS,3
-10:07,HR,91
-10:07,MAP,74
-10:07,MAP,71
-10:07,MechVent,1
-10:07,SysABP,96
-10:07,Temp,37.6
-10:07,Urine,110
-10:07,Weight,88.1
-11:00,pH,7.42
-11:00,PaCO2,38
-11:00,PaO2,185
-11:07,DiasABP,68
-11:07,HR,98
-11:07,MAP,83
-11:07,MAP,79
-11:07,SysABP,106
-11:07,Temp,37.7
-11:07,Urine,100
-11:07,Weight,88.1
-11:12,DiasABP,68
-11:12,MAP,82
-11:12,MAP,79
-11:12,SysABP,105
-11:45,HCT,37.7
-11:47,DiasABP,66
-11:47,FiO2,0.4
-11:47,MAP,78
-11:47,MechVent,1
-11:47,SysABP,104
-12:07,DiasABP,71
-12:07,GCS,8
-12:07,HR,102
-12:07,MAP,84
-12:07,MAP,82
-12:07,SysABP,111
-12:07,Temp,38
-12:07,Urine,90
-12:07,Weight,88.1
-13:07,DiasABP,64
-13:07,HR,104
-13:07,MAP,77
-13:07,SysABP,109
-13:07,Temp,38
-13:07,Urine,75
-13:07,Weight,88.1
-13:43,pH,7.42
-13:43,PaCO2,33
-13:43,PaO2,129
-14:07,DiasABP,80
-14:07,FiO2,0.4
-14:07,GCS,9
-14:07,HR,105
-14:07,MAP,97
-14:07,MechVent,1
-14:07,SysABP,135
-14:07,Temp,38.2
-14:07,Urine,50
-14:07,Weight,88.1
-14:43,Lactate,1.6
-14:57,DiasABP,74
-14:57,HR,105
-14:57,MAP,89
-14:57,SysABP,124
-14:57,Temp,38.3
-14:57,Weight,88.1
-15:07,DiasABP,74
-15:07,HR,106
-15:07,MAP,89
-15:07,SysABP,125
-15:07,Temp,38.2
-15:07,Urine,22
-15:07,Weight,88.1
-15:20,HCT,38.1
-15:20,Platelets,191
-15:20,WBC,9.8
-15:37,DiasABP,83
-15:37,HR,106
-15:37,MAP,99
-15:37,SysABP,137
-15:37,Temp,38.2
-15:37,Weight,88.1
-16:07,DiasABP,78
-16:07,GCS,9
-16:07,HR,106
-16:07,MAP,94
-16:07,NIDiasABP,77
-16:07,NIMAP,92
-16:07,NISysABP,129
-16:07,SysABP,130
-16:07,Temp,38.2
-16:07,Urine,500
-16:07,Weight,88.1
-16:37,HR,101
-16:37,Temp,38.6
-16:37,Urine,225
-16:37,Weight,88.1
-17:07,DiasABP,68
-17:07,HR,110
-17:07,MAP,82
-17:07,SysABP,116
-17:07,Temp,38.6
-17:07,Urine,100
-17:07,Weight,88.1
-17:18,DiasABP,71
-17:18,HR,103
-17:18,MAP,87
-17:18,SysABP,125
-17:18,Weight,88.1
-17:52,FiO2,0.4
-17:52,MechVent,1
-18:07,DiasABP,62
-18:07,GCS,9
-18:07,HR,102
-18:07,MAP,73
-18:07,SysABP,98
-18:07,Temp,38.3
-18:07,Urine,100
-18:07,Weight,88.1
-18:54,BUN,9
-18:54,Creatinine,0.8
-18:54,Glucose,102
-18:54,HCO3,25
-18:54,Mg,1.9
-18:54,K,3.9
-18:54,Na,139
-19:07,DiasABP,74
-19:07,HR,102
-19:07,MAP,86
-19:07,SysABP,113
-19:07,Temp,38.2
-19:07,Urine,75
-19:07,Weight,88.1
-20:07,DiasABP,67
-20:07,HR,103
-20:07,MAP,81
-20:07,SysABP,110
-20:07,Temp,38.1
-20:07,Urine,80
-20:07,Weight,88.1
-21:07,DiasABP,67
-21:07,HR,99
-21:07,MAP,81
-21:07,SysABP,111
-21:07,Temp,37.8
-21:07,Urine,60
-21:07,Weight,88.1
-22:07,DiasABP,66
-22:07,FiO2,0.4
-22:07,GCS,9
-22:07,HR,100
-22:07,MAP,80
-22:07,MechVent,1
-22:07,SysABP,112
-22:07,Temp,37.9
-22:07,Urine,90
-22:07,Weight,88.1
-23:07,DiasABP,63
-23:07,HR,96
-23:07,MAP,76
-23:07,SysABP,102
-23:07,Temp,37.3
-23:07,Urine,55
-23:07,Weight,88.1
-24:07,DiasABP,66
-24:07,HR,90
-24:07,MAP,81
-24:07,SysABP,112
-24:07,Temp,37.3
-24:07,Urine,35
-24:07,Weight,88.1
-25:07,DiasABP,76
-25:07,HR,93
-25:07,MAP,92
-25:07,SysABP,130
-25:07,Temp,37.8
-25:07,Urine,60
-25:07,Weight,88.1
-26:07,DiasABP,71
-26:07,FiO2,0.4
-26:07,GCS,10
-26:07,HR,97
-26:07,MAP,87
-26:07,MechVent,1
-26:07,SysABP,120
-26:07,Temp,37.8
-26:07,Urine,30
-26:07,Weight,88.1
-27:07,DiasABP,61
-27:07,HR,89
-27:07,MAP,73
-27:07,MechVent,1
-27:07,SysABP,99
-27:07,Temp,37.2
-27:07,Urine,35
-27:07,Weight,88.1
-28:07,DiasABP,87
-28:07,FiO2,0.4
-28:07,HR,121
-28:07,MAP,109
-28:07,MechVent,1
-28:07,SysABP,161
-28:07,Urine,350
-28:07,Weight,88.1
-29:07,DiasABP,64
-29:07,FiO2,0.5
-29:07,HR,111
-29:07,MAP,76
-29:07,SysABP,106
-29:07,Temp,37.9
-29:07,Urine,450
-29:07,Weight,88.1
-30:07,DiasABP,62
-30:07,FiO2,0.5
-30:07,GCS,9
-30:07,HR,104
-30:07,MAP,75
-30:07,MechVent,1
-30:07,SysABP,103
-30:07,Temp,37.6
-30:07,Urine,175
-30:07,Weight,88.1
-30:24,Albumin,3.2
-30:24,ALP,72
-30:24,ALT,276
-30:24,AST,192
-30:24,Bilirubin,1.1
-30:24,BUN,9
-30:24,Creatinine,0.9
-30:24,Glucose,106
-30:24,HCO3,27
-30:24,HCT,38.7
-30:24,Mg,2.2
-30:24,Platelets,151
-30:24,K,3.6
-30:24,Na,139
-30:24,WBC,15.9
-31:07,DiasABP,68
-31:07,HR,107
-31:07,MAP,83
-31:07,SysABP,111
-31:07,Temp,37.7
-31:07,Urine,90
-31:07,Weight,88.1
-32:06,pH,7.36
-32:06,PaCO2,49
-32:06,PaO2,137
-32:07,DiasABP,64
-32:07,HR,106
-32:07,MAP,77
-32:07,SysABP,104
-32:07,Temp,37.7
-32:07,Urine,60
-32:07,Weight,88.1
-33:07,DiasABP,64
-33:07,HR,106
-33:07,MAP,76
-33:07,SysABP,100
-33:07,Temp,37.8
-33:07,Urine,70
-33:07,Weight,88.1
-34:07,DiasABP,73
-34:07,FiO2,0.5
-34:07,GCS,9
-34:07,HR,107
-34:07,MAP,89
-34:07,MechVent,1
-34:07,SysABP,124
-34:07,Temp,37.8
-34:07,Urine,125
-34:07,Weight,88.1
-34:22,Urine,300
-35:07,DiasABP,60
-35:07,HR,93
-35:07,MAP,72
-35:07,SysABP,96
-35:07,Temp,37.8
-35:07,Urine,500
-35:07,Weight,88.1
-36:07,DiasABP,59
-36:07,HR,100
-36:07,MAP,70
-36:07,SysABP,95
-36:07,Temp,37.8
-36:07,Urine,225
-36:07,Weight,88.1
-37:07,DiasABP,55
-37:07,HR,100
-37:07,MAP,66
-37:07,SysABP,90
-37:07,Temp,37.7
-37:07,Urine,125
-37:07,Weight,88.1
-38:07,DiasABP,58
-38:07,FiO2,0.5
-38:07,GCS,9
-38:07,HR,99
-38:07,MAP,70
-38:07,MechVent,1
-38:07,SysABP,96
-38:07,Urine,80
-38:07,Weight,88.1
-39:07,DiasABP,65
-39:07,HR,100
-39:07,MAP,80
-39:07,SysABP,117
-39:07,Urine,60
-39:07,Weight,88.1
-40:07,DiasABP,58
-40:07,HR,88
-40:07,MAP,72
-40:07,SysABP,109
-40:07,Urine,50
-40:07,Weight,88.1
-40:52,BUN,9
-40:52,Creatinine,0.8
-40:52,Glucose,114
-40:52,HCO3,29
-40:52,Mg,2
-40:52,K,3.6
-40:52,Na,139
-41:07,DiasABP,60
-41:07,HR,99
-41:07,MAP,74
-41:07,SysABP,106
-41:07,Urine,50
-41:07,Weight,88.1
-41:59,pH,7.38
-41:59,PaCO2,47
-41:59,PaO2,93
-42:07,DiasABP,65
-42:07,FiO2,0.5
-42:07,GCS,9
-42:07,HR,101
-42:07,MAP,80
-42:07,MechVent,1
-42:07,SysABP,114
-42:07,Temp,37.8
-42:07,Urine,75
-42:07,Weight,88.1
-43:07,DiasABP,63
-43:07,HR,101
-43:07,MAP,76
-43:07,SysABP,103
-43:07,Urine,70
-43:07,Weight,88.1
-44:07,DiasABP,72
-44:07,HR,95
-44:07,MAP,87
-44:07,SysABP,117
-44:07,Urine,45
-44:07,Weight,88.1
-45:07,DiasABP,63
-45:07,HR,101
-45:07,MAP,77
-45:07,SysABP,104
-45:07,Urine,60
-45:07,Weight,88.1
-46:07,DiasABP,67
-46:07,FiO2,0.5
-46:07,GCS,9
-46:07,HR,109
-46:07,MAP,85
-46:07,MechVent,1
-46:07,SysABP,126
-46:07,Temp,38.3
-46:07,Urine,50
-46:07,Weight,88.1
-47:07,DiasABP,57
-47:07,HR,97
-47:07,MAP,70
-47:07,SysABP,97
-47:07,Urine,850
-47:07,Weight,88.1
diff --git a/data/set-a/132857.txt b/data/set-a/132857.txt
deleted file mode 100644
index 75cf1d8847e913cd7b766e599559eaeb9e73e289..0000000000000000000000000000000000000000
--- a/data/set-a/132857.txt
+++ /dev/null
@@ -1,600 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132857
-00:00,Age,61
-00:00,Gender,1
-00:00,Height,182.9
-00:00,ICUType,3
-00:00,Weight,82.8
-00:38,GCS,15
-00:38,HR,80
-00:38,NIDiasABP,56
-00:38,NIMAP,82
-00:38,NISysABP,134
-00:38,Temp,35.6
-00:38,Weight,82.8
-01:08,Urine,70
-01:38,HR,78
-01:38,NIDiasABP,56
-01:38,NIMAP,72.33
-01:38,NISysABP,105
-01:38,Weight,82.8
-01:43,HR,80
-01:43,NIDiasABP,56
-01:43,NIMAP,72.33
-01:43,NISysABP,105
-01:43,Weight,82.8
-01:48,HR,80
-01:48,NIDiasABP,40
-01:48,NIMAP,59.67
-01:48,NISysABP,99
-01:48,Weight,82.8
-01:53,HR,74
-01:53,NIDiasABP,31
-01:53,NIMAP,52
-01:53,NISysABP,94
-01:53,Weight,82.8
-01:58,HR,75
-01:58,NIDiasABP,31
-01:58,NIMAP,50
-01:58,NISysABP,88
-01:58,Weight,82.8
-02:03,HR,78
-02:03,NIDiasABP,27
-02:03,NIMAP,49
-02:03,NISysABP,93
-02:03,Weight,82.8
-02:08,HR,83
-02:08,NIDiasABP,39
-02:08,NIMAP,54
-02:08,NISysABP,84
-02:08,Weight,82.8
-02:13,HR,79
-02:13,NIDiasABP,44
-02:13,NIMAP,60.33
-02:13,NISysABP,93
-02:13,Weight,82.8
-02:18,HR,78
-02:18,Weight,82.8
-02:23,HR,79
-02:23,NIDiasABP,45
-02:23,NIMAP,57.33
-02:23,NISysABP,82
-02:23,Weight,82.8
-02:28,FiO2,1
-02:28,HR,84
-02:28,MechVent,1
-02:28,NIDiasABP,81
-02:28,NIMAP,124
-02:28,NISysABP,210
-02:28,Weight,82.8
-02:33,HR,78
-02:33,NIDiasABP,52
-02:33,NIMAP,68.33
-02:33,NISysABP,101
-02:33,Weight,82.8
-02:38,HR,81
-02:38,NIDiasABP,69
-02:38,NIMAP,89
-02:38,NISysABP,129
-02:38,Weight,82.8
-02:43,HR,90
-02:43,NIDiasABP,69
-02:43,NIMAP,89
-02:43,NISysABP,129
-02:43,Temp,35.6
-02:43,Weight,82.8
-02:48,HR,87
-02:48,NIDiasABP,52
-02:48,NIMAP,85.67
-02:48,NISysABP,153
-02:48,Weight,82.8
-02:53,HR,78
-02:53,NIDiasABP,38
-02:53,NIMAP,46.67
-02:53,NISysABP,64
-02:53,Weight,82.8
-03:08,HR,82
-03:08,NIDiasABP,40
-03:08,NIMAP,57.33
-03:08,NISysABP,92
-03:08,Weight,82.8
-03:18,HCT,28
-03:18,Mg,1.7
-03:18,K,3.9
-03:18,Na,135
-03:38,HR,75
-03:38,NIDiasABP,35
-03:38,NIMAP,49.67
-03:38,NISysABP,79
-03:38,Urine,14
-03:38,Weight,82.8
-04:08,FiO2,1
-04:08,HR,75
-04:08,MechVent,1
-04:08,NIDiasABP,40
-04:08,NIMAP,55
-04:08,NISysABP,85
-04:08,Weight,82.8
-05:08,DiasABP,34
-05:08,HR,67
-05:08,MAP,47
-05:08,NIDiasABP,31
-05:08,NIMAP,49.67
-05:08,NISysABP,87
-05:08,SysABP,68
-05:08,Temp,35.3
-05:08,Urine,13
-05:08,Weight,82.8
-05:38,HCT,32.6
-05:38,HR,76
-05:38,NIDiasABP,44
-05:38,NIMAP,69.33
-05:38,NISysABP,120
-05:38,Platelets,262
-05:38,WBC,14.2
-05:38,Weight,82.8
-06:08,HR,70
-06:08,NIDiasABP,41
-06:08,NIMAP,59.67
-06:08,NISysABP,97
-06:08,Weight,82.8
-06:10,pH,7.49
-06:10,Lactate,1.4
-06:10,PaCO2,45
-06:10,PaO2,459
-06:33,FiO2,0.4
-06:33,MechVent,1
-07:08,HR,84
-07:08,NIDiasABP,44
-07:08,NIMAP,63
-07:08,NISysABP,101
-07:08,Urine,120
-07:08,Weight,82.8
-07:49,HCT,31.3
-07:49,TroponinT,0.06
-08:08,FiO2,0.4
-08:08,GCS,8
-08:08,HR,81
-08:08,MechVent,1
-08:08,NIDiasABP,49
-08:08,NIMAP,66.67
-08:08,NISysABP,102
-08:08,Temp,36.6
-08:08,Urine,60
-08:08,Weight,82.8
-08:24,pH,7.52
-08:24,Lactate,1
-08:24,PaCO2,46
-08:24,PaO2,71
-09:08,HR,84
-09:08,NIDiasABP,50
-09:08,NIMAP,67
-09:08,NISysABP,101
-09:08,Temp,36.9
-09:08,Urine,220
-09:08,Weight,82.8
-10:08,HR,91
-10:08,NIDiasABP,54
-10:08,NIMAP,70.33
-10:08,NISysABP,103
-10:08,Urine,80
-10:08,Weight,82.8
-11:08,HR,94
-11:08,NIDiasABP,52
-11:08,NIMAP,68.67
-11:08,NISysABP,102
-11:08,Temp,37.1
-11:08,Urine,220
-11:08,Weight,82.8
-12:08,FiO2,0.4
-12:08,GCS,8
-12:08,HR,91
-12:08,MechVent,1
-12:08,NIDiasABP,59
-12:08,NIMAP,80.33
-12:08,NISysABP,123
-12:08,Urine,130
-12:08,Weight,82.8
-13:08,DiasABP,62
-13:08,HR,92
-13:08,MAP,89
-13:08,SysABP,144
-13:08,Temp,37.6
-13:08,Urine,160
-13:08,Weight,82.8
-14:08,DiasABP,60
-14:08,HR,92
-14:08,MAP,81
-14:08,NIDiasABP,59
-14:08,NIMAP,78.67
-14:08,NISysABP,118
-14:08,SysABP,122
-14:08,Urine,240
-14:08,Weight,82.8
-14:11,pH,7.61
-14:11,PaCO2,29
-14:11,PaO2,206
-14:49,pH,7.58
-14:49,PaCO2,34
-14:49,PaO2,205
-15:02,BUN,30
-15:02,Creatinine,1.2
-15:02,Glucose,83
-15:02,HCO3,29
-15:02,HCT,33.1
-15:02,Mg,2
-15:02,Platelets,244
-15:02,K,3.1
-15:02,Na,138
-15:02,WBC,10.8
-15:08,DiasABP,58
-15:08,HR,93
-15:08,MAP,76
-15:08,NIDiasABP,59
-15:08,NIMAP,78.33
-15:08,NISysABP,117
-15:08,SysABP,114
-15:08,Urine,180
-15:08,Weight,82.8
-15:20,pH,7.59
-15:23,DiasABP,61
-15:23,HR,98
-15:23,MAP,82
-15:23,SysABP,126
-15:23,Weight,82.8
-15:38,DiasABP,48
-15:38,HR,90
-15:38,MAP,62
-15:38,SysABP,90
-15:38,Weight,82.8
-15:53,DiasABP,40
-15:53,HR,81
-15:53,MAP,77
-15:53,SysABP,80
-15:53,Weight,82.8
-16:08,DiasABP,48
-16:08,FiO2,0.4
-16:08,GCS,6
-16:08,HR,79
-16:08,MAP,65
-16:08,MechVent,1
-16:08,SysABP,99
-16:08,Temp,37
-16:08,Urine,40
-16:08,Weight,82.8
-16:23,DiasABP,48
-16:23,HR,77
-16:23,MAP,66
-16:23,SysABP,100
-16:23,Weight,82.8
-16:38,DiasABP,48
-16:38,HR,77
-16:38,MAP,66
-16:38,SysABP,101
-16:38,Weight,82.8
-16:53,DiasABP,64
-16:53,HR,83
-16:53,MAP,102
-16:53,SysABP,166
-16:53,Weight,82.8
-17:08,DiasABP,57
-17:08,GCS,11
-17:08,HR,78
-17:08,MAP,84
-17:08,SysABP,138
-17:08,Urine,30
-17:08,Weight,82.8
-17:23,DiasABP,57
-17:23,HR,79
-17:23,MAP,84
-17:23,SysABP,136
-17:23,Weight,82.8
-17:28,DiasABP,62
-17:28,HR,83
-17:28,MAP,94
-17:28,SysABP,153
-17:28,Weight,82.8
-17:38,DiasABP,50
-17:38,HR,81
-17:38,MAP,68
-17:38,SysABP,104
-17:38,Weight,82.8
-17:44,HCT,30
-18:02,Lactate,0.7
-18:08,DiasABP,51
-18:08,GCS,9
-18:08,HR,82
-18:08,MAP,69
-18:08,SysABP,105
-18:08,Temp,36.4
-18:08,Urine,40
-18:08,Weight,82.8
-18:38,DiasABP,57
-18:38,HR,78
-18:38,MAP,81
-18:38,SysABP,127
-18:38,Weight,82.8
-18:53,DiasABP,50
-18:53,HR,78
-18:53,MAP,67
-18:53,SysABP,100
-18:53,Weight,82.8
-18:59,pH,7.42
-18:59,PaCO2,48
-18:59,PaO2,198
-19:08,DiasABP,49
-19:08,HR,79
-19:08,MAP,66
-19:08,SysABP,98
-19:08,Urine,30
-19:08,Weight,82.8
-19:38,DiasABP,50
-19:38,HR,79
-19:38,MAP,67
-19:38,SysABP,101
-19:38,Weight,82.8
-20:00,Albumin,3.1
-20:00,ALP,53
-20:00,ALT,23
-20:00,AST,11
-20:00,Bilirubin,1.3
-20:00,BUN,27
-20:00,Creatinine,1.1
-20:00,Glucose,102
-20:00,HCO3,30
-20:00,HCT,30.5
-20:00,Mg,2
-20:00,Platelets,221
-20:00,K,4
-20:00,Na,139
-20:00,TroponinT,0.05
-20:00,WBC,10.2
-20:08,DiasABP,49
-20:08,FiO2,0.4
-20:08,GCS,9
-20:08,HR,79
-20:08,MAP,66
-20:08,MechVent,1
-20:08,SysABP,99
-20:08,Urine,15
-20:08,Weight,82.8
-20:17,pH,7.39
-20:17,Lactate,0.8
-20:17,PaCO2,51
-20:17,PaO2,192
-20:17,SaO2,99
-20:23,DiasABP,53
-20:23,HR,81
-20:23,MAP,72
-20:23,SysABP,110
-20:23,Weight,82.8
-20:38,DiasABP,41
-20:38,HR,76
-20:38,MAP,63
-20:38,SysABP,101
-20:38,Weight,82.8
-20:43,DiasABP,39
-20:43,HR,76
-20:43,MAP,57
-20:43,SysABP,89
-20:43,Weight,82.8
-20:48,DiasABP,39
-20:48,HR,76
-20:48,MAP,56
-20:48,SysABP,86
-20:48,Weight,82.8
-20:53,DiasABP,36
-20:53,HR,74
-20:53,MAP,50
-20:53,SysABP,76
-20:53,Weight,82.8
-20:58,DiasABP,40
-20:58,HR,74
-20:58,MAP,58
-20:58,SysABP,89
-20:58,Weight,82.8
-21:08,DiasABP,44
-21:08,HR,71
-21:08,MAP,62
-21:08,SysABP,95
-21:08,Temp,35.9
-21:08,Urine,30
-21:08,Weight,82.8
-22:08,DiasABP,48
-22:08,HR,65
-22:08,MAP,71
-22:08,SysABP,115
-22:08,Urine,50
-22:08,Weight,82.8
-22:38,DiasABP,50
-22:38,HR,68
-22:38,MAP,74
-22:38,SysABP,118
-22:38,Weight,82.8
-22:53,DiasABP,59
-22:53,HR,70
-22:53,MAP,92
-22:53,SysABP,156
-22:53,Weight,82.8
-23:08,DiasABP,51
-23:08,HR,74
-23:08,MAP,78
-23:08,SysABP,128
-23:08,Urine,110
-23:08,Weight,82.8
-24:08,DiasABP,44
-24:08,FiO2,0.4
-24:08,GCS,9
-24:08,HR,63
-24:08,MAP,65
-24:08,MechVent,1
-24:08,SysABP,105
-24:08,Temp,36
-24:08,Urine,60
-24:08,Weight,82.8
-25:08,DiasABP,46
-25:08,HR,65
-25:08,MAP,68
-25:08,SysABP,110
-25:08,Urine,60
-25:08,Weight,82.8
-26:02,HCT,30.6
-26:08,DiasABP,49
-26:08,HR,61
-26:08,MAP,76
-26:08,SysABP,130
-26:08,Urine,40
-26:08,Weight,82.8
-27:08,DiasABP,57
-27:08,HR,66
-27:08,MAP,78
-27:08,SysABP,119
-27:08,Urine,60
-27:08,Weight,82.8
-28:08,DiasABP,53
-28:08,FiO2,0.4
-28:08,GCS,10
-28:08,HR,69
-28:08,MAP,72
-28:08,MechVent,1
-28:08,SysABP,107
-28:08,Temp,36.1
-28:08,Urine,80
-28:08,Weight,82.8
-29:08,DiasABP,59
-29:08,HR,71
-29:08,MAP,83
-29:08,SysABP,131
-29:08,Urine,50
-29:08,Weight,82.8
-30:08,DiasABP,57
-30:08,HR,70
-30:08,MAP,78
-30:08,SysABP,119
-30:08,Weight,82.8
-31:08,DiasABP,53
-31:08,HR,70
-31:08,MAP,74
-31:08,SysABP,112
-31:08,Urine,110
-31:08,Weight,82.8
-32:08,DiasABP,68
-32:08,FiO2,0.4
-32:08,GCS,11
-32:08,HR,79
-32:08,MAP,104
-32:08,MechVent,1
-32:08,SysABP,170
-32:08,Temp,36.2
-32:08,Urine,60
-32:08,Weight,82.8
-32:09,BUN,19
-32:09,Creatinine,0.9
-32:09,Glucose,75
-32:09,HCO3,27
-32:09,HCT,31.7
-32:09,Mg,1.9
-32:09,K,3.6
-32:09,Na,140
-33:08,DiasABP,60
-33:08,HR,73
-33:08,MAP,85
-33:08,SysABP,135
-33:08,Urine,70
-33:08,Weight,82.8
-34:08,DiasABP,66
-34:08,HR,77
-34:08,MAP,96
-34:08,SysABP,156
-34:08,Urine,50
-34:08,Weight,82.8
-35:08,DiasABP,63
-35:08,GCS,11
-35:08,HR,79
-35:08,MAP,87
-35:08,MechVent,1
-35:08,SysABP,140
-35:08,Temp,36.7
-35:08,Urine,80
-35:08,Weight,82.8
-36:08,DiasABP,60
-36:08,FiO2,0.4
-36:08,HR,82
-36:08,MAP,88
-36:08,SysABP,146
-36:08,Urine,80
-36:08,Weight,82.8
-37:08,DiasABP,53
-37:08,HR,91
-37:08,MAP,77
-37:08,SysABP,125
-37:08,Urine,80
-37:08,Weight,82.8
-38:08,DiasABP,55
-38:08,HR,95
-38:08,MAP,80
-38:08,SysABP,129
-38:08,Weight,82.8
-39:08,DiasABP,51
-39:08,HR,90
-39:08,MAP,74
-39:08,SysABP,120
-39:08,Weight,82.8
-40:08,DiasABP,58
-40:08,GCS,15
-40:08,HR,88
-40:08,MAP,85
-40:08,SysABP,140
-40:08,Temp,37.2
-40:08,Urine,270
-40:08,Weight,82.8
-40:47,HCT,31.8
-41:08,DiasABP,64
-41:08,HR,86
-41:08,MAP,94
-41:08,SysABP,152
-41:08,Weight,82.8
-42:08,DiasABP,53
-42:08,HR,82
-42:08,MAP,82
-42:08,SysABP,141
-42:08,Urine,140
-42:08,Weight,82.8
-43:08,DiasABP,56
-43:08,HR,79
-43:08,MAP,87
-43:08,SysABP,148
-43:08,Weight,82.8
-43:59,BUN,13
-43:59,Creatinine,0.8
-43:59,Glucose,143
-43:59,HCO3,25
-43:59,HCT,31.9
-43:59,Mg,2.3
-43:59,Platelets,170
-43:59,K,3.9
-43:59,Na,138
-43:59,WBC,8.6
-44:08,DiasABP,61
-44:08,GCS,15
-44:08,HR,83
-44:08,MAP,91
-44:08,SysABP,150
-44:08,Weight,82.8
-45:08,DiasABP,57
-45:08,HR,80
-45:08,MAP,86
-45:08,SysABP,145
-45:08,Urine,210
-45:08,Weight,82.8
-46:08,DiasABP,60
-46:08,HR,84
-46:08,MAP,96
-46:08,SysABP,164
-46:08,Urine,140
-46:08,Weight,82.8
-47:08,DiasABP,59
-47:08,HR,79
-47:08,MAP,97
-47:08,SysABP,171
-47:08,Weight,82.8
diff --git a/data/set-a/132859.txt b/data/set-a/132859.txt
deleted file mode 100644
index ae2370cfafc343ead9045f02fa3b42ff672b0dd5..0000000000000000000000000000000000000000
--- a/data/set-a/132859.txt
+++ /dev/null
@@ -1,477 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132859
-00:00,Age,77
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,4
-00:00,Weight,80.6
-00:58,HR,46
-00:58,NIDiasABP,48
-00:58,NIMAP,70.33
-00:58,NISysABP,115
-00:58,Urine,100
-01:58,HR,43
-01:58,NIDiasABP,45
-01:58,NIMAP,68
-01:58,NISysABP,114
-01:58,Urine,80
-02:58,FiO2,0.4
-02:58,GCS,9
-02:58,HR,56
-02:58,MechVent,1
-02:58,NIDiasABP,59
-02:58,NIMAP,91.33
-02:58,NISysABP,156
-02:58,Temp,36.6
-02:58,Urine,100
-03:13,Albumin,3.1
-03:13,ALP,48
-03:13,ALT,8
-03:13,AST,11
-03:13,Bilirubin,0.6
-03:13,BUN,12
-03:13,Creatinine,0.5
-03:13,Glucose,151
-03:13,HCO3,30
-03:13,HCT,34.5
-03:13,Mg,2
-03:13,Platelets,143
-03:13,K,4.4
-03:13,Na,138
-03:13,WBC,9
-03:28,HR,61
-03:28,NIDiasABP,57
-03:28,NIMAP,84
-03:28,NISysABP,138
-03:58,HR,99
-03:58,NIDiasABP,56
-03:58,NIMAP,85.33
-03:58,NISysABP,144
-03:58,Urine,100
-04:03,HR,87
-04:03,NIDiasABP,73
-04:03,NIMAP,111
-04:03,NISysABP,187
-04:28,HR,82
-04:28,NIDiasABP,62
-04:28,NIMAP,96.33
-04:28,NISysABP,165
-04:58,HR,52
-04:58,NIDiasABP,59
-04:58,NIMAP,86.67
-04:58,NISysABP,142
-04:58,Urine,40
-05:39,pH,7.39
-05:39,PaCO2,51
-05:39,PaO2,90
-05:58,DiasABP,54
-05:58,HR,48
-05:58,MAP,81
-05:58,NIDiasABP,45
-05:58,NIMAP,69
-05:58,NISysABP,117
-05:58,SysABP,134
-05:58,Urine,45
-06:58,DiasABP,82
-06:58,FiO2,0.5
-06:58,GCS,9
-06:58,HR,73
-06:58,MAP,125
-06:58,MechVent,1
-06:58,NIDiasABP,68
-06:58,NIMAP,96.67
-06:58,NISysABP,154
-06:58,SysABP,187
-06:58,Temp,36.3
-06:58,Urine,50
-07:58,DiasABP,53
-07:58,HR,49
-07:58,MAP,81
-07:58,NIDiasABP,48
-07:58,NIMAP,73.33
-07:58,NISysABP,124
-07:58,SysABP,134
-07:58,Urine,60
-08:58,DiasABP,51
-08:58,HR,46
-08:58,MAP,77
-08:58,NIDiasABP,45
-08:58,NIMAP,68.33
-08:58,NISysABP,115
-08:58,SysABP,127
-08:58,Urine,50
-09:58,DiasABP,50
-09:58,HR,46
-09:58,MAP,76
-09:58,NIDiasABP,44
-09:58,NIMAP,69.33
-09:58,NISysABP,120
-09:58,SysABP,125
-09:58,Urine,60
-10:20,BUN,15
-10:20,Creatinine,0.5
-10:20,Glucose,169
-10:20,HCO3,30
-10:20,HCT,35.4
-10:20,Mg,2
-10:20,Platelets,144
-10:20,K,4.4
-10:20,Na,139
-10:20,WBC,8.2
-10:50,FiO2,0.5
-10:50,MechVent,1
-10:58,DiasABP,51
-10:58,GCS,8
-10:58,HR,50
-10:58,MAP,78
-10:58,NIDiasABP,45
-10:58,NIMAP,71.33
-10:58,NISysABP,124
-10:58,SysABP,127
-10:58,Temp,35.8
-10:58,Urine,30
-11:58,DiasABP,50
-11:58,HR,48
-11:58,MAP,77
-11:58,NIDiasABP,43
-11:58,NIMAP,68
-11:58,NISysABP,118
-11:58,SysABP,127
-11:58,Urine,27
-12:58,DiasABP,49
-12:58,HR,49
-12:58,MAP,74
-12:58,NIDiasABP,43
-12:58,NIMAP,71.33
-12:58,NISysABP,128
-12:58,SysABP,123
-12:58,Urine,40
-13:58,DiasABP,54
-13:58,HR,53
-13:58,MAP,82
-13:58,MechVent,1
-13:58,NIDiasABP,52
-13:58,NIMAP,77.33
-13:58,NISysABP,128
-13:58,SysABP,134
-13:58,Temp,35.3
-13:58,Urine,40
-14:18,FiO2,0.5
-14:18,MechVent,1
-14:58,DiasABP,62
-14:58,FiO2,0.5
-14:58,GCS,8
-14:58,HR,63
-14:58,MAP,96
-14:58,MechVent,1
-14:58,NIDiasABP,56
-14:58,NIMAP,81
-14:58,NISysABP,131
-14:58,SysABP,135
-14:58,Urine,40
-15:58,DiasABP,58
-15:58,FiO2,0.5
-15:58,HR,68
-15:58,MAP,79
-15:58,MechVent,1
-15:58,NIDiasABP,55
-15:58,NIMAP,82.33
-15:58,NISysABP,137
-15:58,SysABP,118
-15:58,Urine,40
-16:58,DiasABP,50
-16:58,HR,65
-16:58,MAP,77
-16:58,NIDiasABP,52
-16:58,NIMAP,78.33
-16:58,NISysABP,131
-16:58,SysABP,133
-16:58,Urine,90
-17:58,DiasABP,79
-17:58,HR,56
-17:58,MAP,89
-17:58,NIDiasABP,44
-17:58,NIMAP,72.67
-17:58,NISysABP,130
-17:58,SysABP,98
-17:58,Urine,60
-18:38,FiO2,0.5
-18:38,MechVent,1
-18:58,DiasABP,103
-18:58,GCS,8
-18:58,HR,53
-18:58,MAP,112
-18:58,NIDiasABP,49
-18:58,NIMAP,75.67
-18:58,NISysABP,129
-18:58,SysABP,118
-18:58,Temp,36.3
-18:58,Urine,45
-19:58,DiasABP,51
-19:58,HR,54
-19:58,MAP,81
-19:58,MechVent,1
-19:58,NIDiasABP,50
-19:58,NIMAP,78.67
-19:58,NISysABP,136
-19:58,SysABP,139
-19:58,Urine,40
-20:34,pH,7.39
-20:34,PaCO2,56
-20:34,PaO2,120
-20:58,DiasABP,48
-20:58,HR,52
-20:58,MAP,73
-20:58,SysABP,126
-21:58,DiasABP,47
-21:58,HR,48
-21:58,MAP,72
-21:58,NIDiasABP,48
-21:58,NIMAP,72.67
-21:58,NISysABP,122
-21:58,SysABP,124
-23:58,FiO2,0.5
-23:58,MechVent,1
-24:13,DiasABP,65
-24:13,HR,65
-24:13,MAP,108
-24:13,NIDiasABP,57
-24:13,NIMAP,87
-24:13,NISysABP,147
-24:13,SysABP,175
-24:28,DiasABP,61
-24:28,GCS,3
-24:28,HR,63
-24:28,MAP,94
-24:28,NIDiasABP,57
-24:28,NIMAP,87
-24:28,NISysABP,147
-24:28,SysABP,157
-24:28,Temp,36.3
-24:28,Urine,150
-24:28,Urine,50
-24:43,DiasABP,58
-24:43,HR,63
-24:43,MAP,89
-24:43,SysABP,150
-24:58,DiasABP,58
-24:58,HR,63
-24:58,MAP,89
-24:58,SysABP,150
-25:13,DiasABP,61
-25:13,HR,61
-25:13,MAP,92
-25:13,NIDiasABP,53
-25:13,NIMAP,81
-25:13,NISysABP,137
-25:13,SysABP,151
-25:28,DiasABP,61
-25:28,HR,56
-25:28,MAP,91
-25:28,SysABP,148
-25:58,DiasABP,64
-25:58,HR,58
-25:58,MAP,97
-25:58,NIDiasABP,53
-25:58,NIMAP,80.67
-25:58,NISysABP,136
-25:58,SysABP,151
-25:58,Urine,120
-26:58,DiasABP,59
-26:58,FiO2,0.4
-26:58,GCS,7
-26:58,HR,54
-26:58,MAP,88
-26:58,MechVent,1
-26:58,SysABP,144
-26:58,Temp,36.4
-26:58,Urine,50
-27:58,DiasABP,59
-27:58,HR,57
-27:58,MAP,89
-27:58,NIDiasABP,48
-27:58,NIMAP,74.67
-27:58,NISysABP,128
-27:58,SysABP,148
-27:58,Urine,60
-28:58,DiasABP,56
-28:58,HR,56
-28:58,MAP,83
-28:58,NIDiasABP,48
-28:58,NIMAP,73.33
-28:58,NISysABP,124
-28:58,SysABP,136
-28:58,Urine,50
-29:58,DiasABP,73
-29:58,HR,85
-29:58,MAP,112
-29:58,SysABP,167
-29:58,Urine,40
-30:37,pH,7.4
-30:37,PaCO2,54
-30:37,PaO2,98
-30:58,DiasABP,68
-30:58,FiO2,0.4
-30:58,GCS,9
-30:58,HR,86
-30:58,MAP,104
-30:58,MechVent,1
-30:58,NIDiasABP,53
-30:58,NIMAP,84.67
-30:58,NISysABP,148
-30:58,SysABP,156
-30:58,Temp,36.3
-30:58,Urine,50
-31:14,BUN,19
-31:14,Creatinine,0.5
-31:14,Glucose,146
-31:14,HCO3,32
-31:14,HCT,36.1
-31:14,Mg,2.2
-31:14,Platelets,150
-31:14,K,4.6
-31:14,Na,137
-31:14,WBC,9.9
-31:58,DiasABP,54
-31:58,HR,74
-31:58,MAP,87
-31:58,NIDiasABP,51
-31:58,NIMAP,80.67
-31:58,NISysABP,140
-31:58,SysABP,148
-31:58,Urine,175
-32:58,DiasABP,46
-32:58,HR,57
-32:58,MAP,71
-32:58,SysABP,121
-32:58,Urine,60
-33:58,DiasABP,76
-33:58,HR,49
-33:58,MAP,89
-33:58,NIDiasABP,43
-33:58,NIMAP,68.33
-33:58,NISysABP,119
-33:58,SysABP,107
-33:58,Urine,290
-34:58,DiasABP,49
-34:58,FiO2,0.4
-34:58,GCS,9
-34:58,HR,48
-34:58,MAP,74
-34:58,MechVent,1
-34:58,NIDiasABP,42
-34:58,NIMAP,67.33
-34:58,NISysABP,118
-34:58,SysABP,126
-34:58,Temp,36.9
-34:58,Urine,100
-35:58,DiasABP,61
-35:58,FiO2,0.4
-35:58,HR,54
-35:58,MAP,76
-35:58,MechVent,1
-35:58,SysABP,95
-35:58,Urine,75
-36:58,GCS,9
-36:58,HR,84
-36:58,NIDiasABP,55
-36:58,NIMAP,88.67
-36:58,NISysABP,156
-36:58,Urine,75
-37:58,DiasABP,101
-37:58,FiO2,0.4
-37:58,HR,85
-37:58,MAP,118
-37:58,MechVent,1
-37:58,NIDiasABP,58
-37:58,NIMAP,91.67
-37:58,NISysABP,159
-37:58,SysABP,140
-37:58,Urine,190
-38:17,pH,7.44
-38:17,PaCO2,47
-38:17,PaO2,99
-38:17,SaO2,97
-38:58,DiasABP,70
-38:58,FiO2,0.7
-38:58,GCS,15
-38:58,HR,84
-38:58,MAP,114
-38:58,MechVent,1
-38:58,SysABP,181
-38:58,Urine,275
-39:58,DiasABP,73
-39:58,HR,90
-39:58,MAP,114
-39:58,NIDiasABP,54
-39:58,NIMAP,94
-39:58,NISysABP,174
-39:58,SysABP,184
-39:58,Urine,350
-40:58,DiasABP,72
-40:58,GCS,15
-40:58,HR,83
-40:58,MAP,114
-40:58,MechVent,1
-40:58,NIDiasABP,55
-40:58,NIMAP,89.67
-40:58,NISysABP,159
-40:58,SysABP,184
-40:58,Urine,370
-41:12,pH,7.45
-41:12,PaCO2,51
-41:12,PaO2,127
-41:58,DiasABP,62
-41:58,HR,68
-41:58,MAP,98
-41:58,NIDiasABP,60
-41:58,NIMAP,97.33
-41:58,NISysABP,172
-41:58,SysABP,161
-41:58,Temp,37.4
-41:58,Urine,100
-42:58,DiasABP,70
-42:58,GCS,15
-42:58,HR,73
-42:58,MAP,96
-42:58,MechVent,1
-42:58,NIDiasABP,64
-42:58,NIMAP,96.67
-42:58,NISysABP,162
-42:58,SysABP,153
-42:58,Urine,170
-43:58,HR,72
-43:58,NIDiasABP,74
-43:58,NIMAP,106.3
-43:58,NISysABP,171
-43:58,Urine,150
-44:58,GCS,15
-44:58,HR,89
-44:58,NIDiasABP,61
-44:58,NIMAP,95.33
-44:58,NISysABP,164
-44:58,Urine,200
-45:58,HR,88
-45:58,NIDiasABP,59
-45:58,NIMAP,93.67
-45:58,NISysABP,163
-46:58,GCS,15
-46:58,HR,81
-46:58,MechVent,1
-46:58,NIDiasABP,93
-46:58,NIMAP,116.3
-46:58,NISysABP,163
-46:58,Temp,36.3
-46:58,Urine,500
-47:15,BUN,16
-47:15,Creatinine,0.5
-47:15,Glucose,119
-47:15,HCO3,34
-47:15,Mg,2.3
-47:15,K,3.5
-47:15,Na,140
-47:58,HR,83
-47:58,NIDiasABP,57
-47:58,NIMAP,92
-47:58,NISysABP,162
-47:58,Urine,150
diff --git a/data/set-a/132860.txt b/data/set-a/132860.txt
deleted file mode 100644
index adf935e33258d468c28adbbcbabeddd28d74425d..0000000000000000000000000000000000000000
--- a/data/set-a/132860.txt
+++ /dev/null
@@ -1,581 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132860
-00:00,Age,85
-00:00,Gender,0
-00:00,Height,-1
-00:00,ICUType,1
-00:00,Weight,54
-01:17,DiasABP,56
-01:17,GCS,15
-01:17,HR,61
-01:17,MAP,90
-01:17,RespRate,15
-01:17,SysABP,146
-01:32,DiasABP,61
-01:32,HR,60
-01:32,MAP,95
-01:32,RespRate,15
-01:32,SysABP,153
-01:47,DiasABP,61
-01:47,GCS,15
-01:47,HR,58
-01:47,MAP,97
-01:47,RespRate,15
-01:47,SysABP,158
-02:02,DiasABP,35
-02:02,HR,59
-02:02,MAP,47
-02:02,RespRate,13
-02:02,SysABP,70
-02:17,DiasABP,76
-02:17,GCS,15
-02:17,HR,62
-02:17,MAP,131
-02:17,RespRate,15
-02:17,SysABP,213
-02:17,Temp,36.8
-02:32,DiasABP,67
-02:32,HR,59
-02:32,MAP,105
-02:32,RespRate,19
-02:32,SysABP,168
-02:47,DiasABP,61
-02:47,GCS,15
-02:47,HR,58
-02:47,MAP,94
-02:47,RespRate,17
-02:47,SysABP,152
-03:17,DiasABP,48
-03:17,GCS,15
-03:17,HR,55
-03:17,MAP,73
-03:17,RespRate,19
-03:17,SysABP,117
-03:46,HCT,28.1
-03:47,DiasABP,47
-03:47,HR,49
-03:47,MAP,74
-03:47,RespRate,15
-03:47,SysABP,122
-04:17,DiasABP,60
-04:17,GCS,15
-04:17,HR,48
-04:17,MAP,104
-04:17,RespRate,13
-04:17,SysABP,181
-04:17,Urine,450
-05:17,DiasABP,42
-05:17,GCS,15
-05:17,HR,48
-05:17,MAP,64
-05:17,NIDiasABP,33
-05:17,NIMAP,51
-05:17,NISysABP,87
-05:17,RespRate,15
-05:17,SysABP,106
-05:22,DiasABP,49
-05:22,HR,46
-05:22,MAP,63
-05:22,NIDiasABP,29
-05:22,NIMAP,51.33
-05:22,NISysABP,96
-05:22,RespRate,15
-05:22,SysABP,119
-05:47,DiasABP,47
-05:47,HR,45
-05:47,MAP,71
-05:47,NIDiasABP,26
-05:47,NIMAP,49
-05:47,NISysABP,95
-05:47,RespRate,13
-05:47,SysABP,117
-05:47,Urine,35
-06:17,GCS,15
-06:21,Albumin,3.3
-06:21,ALP,60
-06:21,ALT,15
-06:21,AST,18
-06:21,Bilirubin,0.4
-06:21,BUN,22
-06:21,Creatinine,0.9
-06:21,Glucose,101
-06:21,HCO3,25
-06:21,HCT,27.4
-06:21,Mg,2
-06:21,Platelets,197
-06:21,K,3.9
-06:21,Na,137
-06:21,WBC,5.8
-06:32,DiasABP,49
-06:32,HR,52
-06:32,MAP,76
-06:32,RespRate,18
-06:32,SysABP,129
-06:47,DiasABP,28
-06:47,HR,48
-06:47,MAP,48
-06:47,RespRate,17
-06:47,SysABP,89
-06:47,Urine,45
-06:52,DiasABP,26
-06:52,HR,47
-06:52,MAP,44
-06:52,NIDiasABP,24
-06:52,NIMAP,44
-06:52,NISysABP,84
-06:52,RespRate,15
-06:52,SysABP,82
-06:57,DiasABP,38
-06:57,HR,60
-06:57,MAP,63
-06:57,NIDiasABP,24
-06:57,NIMAP,44
-06:57,NISysABP,84
-06:57,RespRate,18
-06:57,SysABP,109
-07:02,DiasABP,36
-07:02,HR,48
-07:02,MAP,64
-07:02,NIDiasABP,26
-07:02,NIMAP,53.67
-07:02,NISysABP,109
-07:02,RespRate,16
-07:02,SysABP,119
-07:17,DiasABP,46
-07:17,GCS,15
-07:17,HR,48
-07:17,MAP,86
-07:17,NIDiasABP,34
-07:17,NIMAP,64.67
-07:17,NISysABP,126
-07:17,RespRate,16
-07:17,SysABP,160
-07:22,DiasABP,46
-07:22,HR,50
-07:22,MAP,84
-07:22,NIDiasABP,53
-07:22,NIMAP,78.33
-07:22,NISysABP,129
-07:22,RespRate,16
-07:22,SysABP,154
-07:47,DiasABP,38
-07:47,HR,46
-07:47,MAP,67
-07:47,NIDiasABP,36
-07:47,NIMAP,61.67
-07:47,NISysABP,113
-07:47,RespRate,16
-07:47,SysABP,124
-08:17,DiasABP,38
-08:17,GCS,14
-08:17,HR,46
-08:17,MAP,69
-08:17,NIDiasABP,36
-08:17,NIMAP,61.67
-08:17,NISysABP,113
-08:17,RespRate,18
-08:17,SysABP,130
-08:17,Temp,35.7
-08:17,Urine,40
-08:47,DiasABP,30
-08:47,HR,42
-08:47,MAP,55
-08:47,RespRate,16
-08:47,SysABP,106
-09:17,DiasABP,39
-09:17,HR,46
-09:17,MAP,72
-09:17,RespRate,12
-09:17,SysABP,136
-09:17,Temp,35.6
-09:17,Urine,30
-10:17,DiasABP,35
-10:17,GCS,14
-10:17,HR,41
-10:17,MAP,66
-10:17,RespRate,17
-10:17,SysABP,131
-10:17,Temp,35.7
-10:17,Urine,50
-11:17,DiasABP,44
-11:17,GCS,14
-11:17,HR,50
-11:17,MAP,79
-11:17,RespRate,14
-11:17,SysABP,153
-11:17,Urine,100
-12:17,DiasABP,38
-12:17,GCS,14
-12:17,HR,42
-12:17,MAP,73
-12:17,RespRate,15
-12:17,SysABP,145
-12:17,Temp,35.9
-13:17,DiasABP,36
-13:17,GCS,14
-13:17,HR,43
-13:17,MAP,67
-13:17,RespRate,17
-13:17,SysABP,127
-13:17,Urine,80
-14:17,DiasABP,30
-14:17,GCS,14
-14:17,HR,39
-14:17,MAP,58
-14:17,RespRate,16
-14:17,SysABP,118
-15:17,DiasABP,36
-15:17,GCS,14
-15:17,HR,41
-15:17,MAP,68
-15:17,RespRate,15
-15:17,SysABP,135
-16:17,BUN,23
-16:17,Creatinine,1
-16:17,DiasABP,40
-16:17,Glucose,93
-16:17,HCO3,23
-16:17,HCT,27.8
-16:17,HR,45
-16:17,Mg,2
-16:17,MAP,73
-16:17,Platelets,187
-16:17,K,3.7
-16:17,Na,139
-16:17,RespRate,16
-16:17,SysABP,141
-16:17,Temp,36.6
-16:17,WBC,10.4
-17:17,DiasABP,45
-17:17,GCS,15
-17:17,HR,46
-17:17,MAP,81
-17:17,RespRate,18
-17:17,SysABP,150
-17:17,Urine,140
-18:17,DiasABP,38
-18:17,GCS,15
-18:17,HR,44
-18:17,MAP,72
-18:17,RespRate,17
-18:17,SysABP,142
-18:17,Temp,36.3
-18:17,Urine,185
-18:32,DiasABP,42
-18:32,HR,40
-18:32,MAP,77
-18:32,RespRate,16
-18:32,SysABP,151
-19:02,DiasABP,43
-19:02,HR,43
-19:02,MAP,80
-19:02,NIDiasABP,34
-19:02,NIMAP,70.33
-19:02,NISysABP,143
-19:02,RespRate,14
-19:02,SysABP,152
-19:17,GCS,15
-19:17,HR,43
-19:17,NIDiasABP,30
-19:17,NIMAP,63.67
-19:17,NISysABP,131
-19:17,RespRate,18
-19:17,Urine,140
-19:27,HCT,26.3
-20:02,DiasABP,46
-20:02,HR,42
-20:02,MAP,84
-20:02,NIDiasABP,29
-20:02,NIMAP,66.67
-20:02,NISysABP,142
-20:02,RespRate,15
-20:02,SysABP,159
-20:07,DiasABP,52
-20:07,HR,49
-20:07,MAP,92
-20:07,RespRate,13
-20:07,SysABP,163
-20:17,DiasABP,41
-20:17,GCS,15
-20:17,HR,55
-20:17,MAP,71
-20:17,RespRate,15
-20:17,SysABP,131
-20:17,Urine,90
-20:32,DiasABP,39
-20:32,HR,48
-20:32,MAP,65
-20:32,NIDiasABP,24
-20:32,NIMAP,50.67
-20:32,NISysABP,104
-20:32,RespRate,19
-20:32,SysABP,121
-21:02,DiasABP,31
-21:02,HR,50
-21:02,MAP,57
-21:02,NIDiasABP,33
-21:02,NIMAP,56.67
-21:02,NISysABP,104
-21:02,RespRate,18
-21:02,SysABP,113
-21:02,Temp,36.3
-21:17,DiasABP,34
-21:17,GCS,15
-21:17,HR,49
-21:17,MAP,62
-21:17,RespRate,16
-21:17,SysABP,118
-21:17,Temp,36.7
-21:17,Urine,75
-21:27,DiasABP,30
-21:27,HR,47
-21:27,MAP,55
-21:27,RespRate,17
-21:27,SysABP,107
-22:17,DiasABP,45
-22:17,GCS,15
-22:17,HR,49
-22:17,MAP,81
-22:17,RespRate,12
-22:17,SysABP,148
-22:17,Temp,36.8
-22:17,Urine,100
-23:17,DiasABP,49
-23:17,HR,49
-23:17,MAP,85
-23:17,RespRate,12
-23:17,SysABP,151
-23:17,Temp,36.4
-23:17,Urine,190
-23:32,DiasABP,47
-23:32,HR,46
-23:32,MAP,84
-23:32,RespRate,15
-23:32,SysABP,156
-23:47,DiasABP,46
-23:47,HR,45
-23:47,MAP,83
-23:47,RespRate,18
-23:47,SysABP,153
-24:02,DiasABP,46
-24:02,HR,46
-24:02,MAP,83
-24:02,RespRate,18
-24:02,SysABP,153
-24:17,DiasABP,47
-24:17,GCS,15
-24:17,HR,48
-24:17,MAP,84
-24:17,RespRate,16
-24:17,SysABP,151
-24:17,Temp,36.7
-24:17,Urine,190
-25:17,DiasABP,48
-25:17,HR,49
-25:17,MAP,84
-25:17,RespRate,15
-25:17,SysABP,150
-25:17,Temp,36.4
-25:17,Urine,170
-25:42,DiasABP,45
-25:42,HR,43
-25:42,MAP,80
-25:42,RespRate,14
-25:42,SysABP,148
-25:42,Temp,37
-25:57,DiasABP,50
-25:57,HR,43
-25:57,MAP,87
-25:57,RespRate,17
-25:57,SysABP,158
-25:57,Temp,36.4
-26:17,DiasABP,54
-26:17,GCS,15
-26:17,HR,45
-26:17,MAP,93
-26:17,RespRate,15
-26:17,SysABP,167
-26:17,Temp,35.8
-26:17,Urine,115
-28:17,DiasABP,37
-28:17,HR,46
-28:17,MAP,65
-28:17,RespRate,20
-28:17,SysABP,126
-28:17,Temp,37.3
-28:17,Urine,120
-29:17,DiasABP,50
-29:17,GCS,15
-29:17,HR,48
-29:17,MAP,82
-29:17,RespRate,14
-29:17,SysABP,146
-30:17,DiasABP,46
-30:17,HR,55
-30:17,MAP,81
-30:17,RespRate,18
-30:17,SysABP,142
-30:17,Temp,37.3
-30:17,Urine,70
-31:17,DiasABP,45
-31:17,HR,44
-31:17,MAP,79
-31:17,RespRate,18
-31:17,SysABP,146
-32:17,DiasABP,49
-32:17,GCS,15
-32:17,HR,44
-32:17,MAP,87
-32:17,RespRate,14
-32:17,SysABP,164
-32:17,Urine,120
-33:47,DiasABP,50
-33:47,GCS,14
-33:47,HR,46
-33:47,MAP,88
-33:47,RespRate,17
-33:47,SysABP,162
-33:47,Temp,36.7
-33:47,Urine,60
-34:02,DiasABP,47
-34:02,HR,46
-34:02,MAP,84
-34:02,RespRate,17
-34:02,SysABP,156
-34:17,DiasABP,49
-34:17,HR,52
-34:17,MAP,83
-34:17,RespRate,17
-34:17,SysABP,147
-34:22,DiasABP,45
-34:22,HR,48
-34:22,MAP,76
-34:22,RespRate,19
-34:22,SysABP,137
-35:07,HCT,33.9
-35:17,DiasABP,48
-35:17,HR,52
-35:17,MAP,83
-35:17,RespRate,14
-35:17,SysABP,149
-36:17,DiasABP,51
-36:17,GCS,15
-36:17,HR,52
-36:17,MAP,88
-36:17,RespRate,18
-36:17,SysABP,155
-36:17,Urine,80
-36:32,DiasABP,51
-36:32,HR,53
-36:32,MAP,88
-36:32,RespRate,17
-36:32,SysABP,156
-36:47,DiasABP,64
-36:47,HR,72
-36:47,MAP,102
-36:47,RespRate,17
-36:47,SysABP,164
-37:02,DiasABP,51
-37:02,HR,56
-37:02,MAP,90
-37:02,RespRate,16
-37:02,SysABP,159
-37:17,DiasABP,49
-37:17,HR,52
-37:17,MAP,85
-37:17,RespRate,17
-37:17,SysABP,156
-37:32,DiasABP,51
-37:32,HR,52
-37:32,MAP,87
-37:32,RespRate,16
-37:32,SysABP,158
-37:47,DiasABP,55
-37:47,HR,70
-37:47,MAP,100
-37:47,RespRate,14
-37:47,SysABP,174
-38:17,DiasABP,45
-38:17,GCS,15
-38:17,HR,59
-38:17,MAP,77
-38:17,RespRate,18
-38:17,SysABP,143
-38:17,Urine,160
-39:17,DiasABP,38
-39:17,HR,51
-39:17,MAP,65
-39:17,RespRate,17
-39:17,SysABP,128
-40:17,DiasABP,52
-40:17,GCS,15
-40:17,HR,57
-40:17,MAP,77
-40:17,RespRate,18
-40:17,SysABP,132
-40:17,Temp,37.1
-40:17,Urine,60
-41:17,BUN,19
-41:17,Creatinine,1
-41:17,Glucose,142
-41:17,HCO3,23
-41:17,HCT,33.1
-41:17,Mg,2
-41:17,Platelets,142
-41:17,K,3.5
-41:17,Na,137
-41:17,WBC,7.2
-42:17,DiasABP,45
-42:17,GCS,15
-42:17,HR,54
-42:17,MAP,69
-42:17,RespRate,12
-42:17,SysABP,124
-42:17,Temp,37
-42:17,Urine,15
-43:17,DiasABP,47
-43:17,HR,58
-43:17,MAP,65
-43:17,RespRate,20
-43:17,SysABP,119
-43:17,Urine,27
-43:57,DiasABP,51
-43:57,HR,66
-43:57,MAP,74
-43:57,RespRate,18
-43:57,SysABP,136
-44:17,DiasABP,46
-44:17,HR,54
-44:17,MAP,66
-44:17,RespRate,17
-44:17,SysABP,123
-44:17,Urine,40
-44:47,DiasABP,49
-44:47,HR,53
-44:47,MAP,72
-44:47,RespRate,16
-44:47,SysABP,132
-45:17,DiasABP,47
-45:17,HR,63
-45:17,MAP,70
-45:17,RespRate,13
-45:17,SysABP,131
-45:17,Urine,10
-45:47,DiasABP,50
-45:47,HR,50
-45:47,MAP,72
-45:47,RespRate,17
-45:47,SysABP,130
-46:17,DiasABP,54
-46:17,GCS,15
-46:17,HR,53
-46:17,MAP,77
-46:17,RespRate,18
-46:17,SysABP,135
-46:17,Temp,37.1
-46:17,Urine,10
-47:17,DiasABP,54
-47:17,HR,56
-47:17,MAP,78
-47:17,RespRate,17
-47:17,SysABP,138
diff --git a/data/set-a/132863.txt b/data/set-a/132863.txt
deleted file mode 100644
index d327f8fc1f85559a65829b63a6dbd08bf3928159..0000000000000000000000000000000000000000
--- a/data/set-a/132863.txt
+++ /dev/null
@@ -1,204 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132863
-00:00,Age,60
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,-1
-00:55,GCS,15
-00:55,HR,101
-00:55,NIDiasABP,66
-00:55,NIMAP,84.33
-00:55,NISysABP,121
-00:55,RespRate,12
-00:55,Temp,38
-01:25,HR,100
-01:25,NIDiasABP,61
-01:25,NIMAP,80.67
-01:25,NISysABP,120
-01:25,RespRate,22
-01:55,HR,100
-01:55,NIDiasABP,60
-01:55,NIMAP,80.33
-01:55,NISysABP,121
-01:55,RespRate,28
-02:40,HR,77
-02:40,NIDiasABP,69
-02:40,NIMAP,86
-02:40,NISysABP,120
-02:40,RespRate,27
-03:40,HR,82
-03:40,NIDiasABP,42
-03:40,NIMAP,65.67
-03:40,NISysABP,113
-03:40,RespRate,19
-03:40,Urine,200
-04:40,GCS,15
-04:40,HR,83
-04:40,NIDiasABP,48
-04:40,NIMAP,67.33
-04:40,NISysABP,106
-04:40,RespRate,17
-05:40,HR,85
-05:40,NIDiasABP,57
-05:40,NIMAP,77.67
-05:40,NISysABP,119
-05:40,RespRate,19
-06:40,HR,70
-06:40,NIDiasABP,58
-06:40,NIMAP,75.67
-06:40,NISysABP,111
-06:40,RespRate,14
-06:40,Urine,100
-07:40,BUN,24
-07:40,Creatinine,1.1
-07:40,GCS,15
-07:40,Glucose,334
-07:40,HCO3,25
-07:40,HCT,35.1
-07:40,HR,78
-07:40,NIDiasABP,51
-07:40,NIMAP,69
-07:40,NISysABP,105
-07:40,Platelets,248
-07:40,K,4.2
-07:40,Na,139
-07:40,RespRate,15
-07:40,WBC,22.6
-09:40,HR,83
-09:40,NIDiasABP,57
-09:40,NIMAP,72
-09:40,NISysABP,102
-09:40,RespRate,14
-09:40,Urine,450
-10:40,HR,77
-10:40,NIDiasABP,61
-10:40,NIMAP,81.33
-10:40,NISysABP,122
-10:40,RespRate,14
-10:40,Temp,36
-11:40,HR,72
-11:40,NIDiasABP,57
-11:40,NIMAP,79.33
-11:40,NISysABP,124
-11:40,RespRate,14
-11:40,Urine,100
-12:40,GCS,15
-12:40,HR,69
-12:40,NIDiasABP,57
-12:40,NIMAP,79.33
-12:40,NISysABP,124
-12:40,RespRate,12
-14:40,HR,81
-14:40,NIDiasABP,54
-14:40,NIMAP,79
-14:40,NISysABP,129
-14:40,RespRate,19
-14:40,Urine,300
-16:40,GCS,15
-16:40,HR,84
-16:40,NIDiasABP,71
-16:40,NIMAP,89.67
-16:40,NISysABP,127
-16:40,RespRate,16
-16:40,Temp,36.6
-17:40,Urine,250
-18:40,HR,92
-18:40,NIDiasABP,55
-18:40,NIMAP,73.33
-18:40,NISysABP,110
-18:40,RespRate,17
-20:40,GCS,15
-20:40,HR,74
-20:40,NIDiasABP,58
-20:40,NIMAP,78.67
-20:40,NISysABP,120
-20:40,RespRate,18
-20:40,Temp,36.4
-22:40,HR,76
-22:40,NIDiasABP,54
-22:40,NIMAP,75.33
-22:40,NISysABP,118
-22:40,RespRate,16
-24:40,HR,65
-24:40,NIDiasABP,56
-24:40,NIMAP,78.67
-24:40,NISysABP,124
-24:40,RespRate,21
-24:40,Temp,36.4
-27:40,HR,71
-27:40,NIDiasABP,51
-27:40,NIMAP,74.67
-27:40,NISysABP,122
-27:40,RespRate,17
-30:30,BUN,30
-30:30,Creatinine,0.8
-30:30,Glucose,264
-30:30,HCO3,20
-30:30,HCT,33.8
-30:30,Mg,1.9
-30:30,Platelets,242
-30:30,K,3.8
-30:30,Na,141
-30:30,WBC,19.9
-30:40,GCS,15
-30:40,HR,98
-30:40,NIDiasABP,56
-30:40,NIMAP,80
-30:40,NISysABP,128
-30:40,RespRate,19
-30:40,Temp,36.6
-30:40,Urine,350
-32:40,GCS,15
-32:40,HR,59
-32:40,NIDiasABP,60
-32:40,NIMAP,78
-32:40,NISysABP,114
-32:40,RespRate,16
-34:40,HR,77
-34:40,NIDiasABP,47
-34:40,NIMAP,69
-34:40,NISysABP,113
-34:40,RespRate,15
-34:40,Temp,36.4
-34:40,Urine,250
-36:40,GCS,15
-36:40,HR,61
-36:40,NIDiasABP,67
-36:40,NIMAP,90.33
-36:40,NISysABP,137
-36:40,RespRate,16
-36:40,Temp,36.3
-36:40,Urine,200
-38:40,HR,77
-38:40,NIDiasABP,45
-38:40,NIMAP,73.67
-38:40,NISysABP,131
-38:40,RespRate,15
-39:40,Urine,100
-40:40,GCS,15
-40:40,HR,82
-40:40,NIDiasABP,76
-40:40,NIMAP,96
-40:40,NISysABP,136
-40:40,RespRate,14
-40:40,Temp,36.2
-42:40,HR,93
-42:40,NIDiasABP,55
-42:40,NIMAP,80
-42:40,NISysABP,130
-42:40,RespRate,19
-42:40,Urine,300
-44:40,GCS,15
-44:40,HR,72
-44:40,RespRate,16
-44:40,Temp,36.9
-44:40,Urine,400
-45:40,Urine,200
-46:40,GCS,15
-46:40,HR,87
-46:40,NIDiasABP,70
-46:40,NIMAP,90.33
-46:40,NISysABP,131
-46:40,RespRate,26
-46:40,Urine,200
diff --git a/data/set-a/132864.txt b/data/set-a/132864.txt
deleted file mode 100644
index d8d553fdd9a66f4e248c67b492872d18e01bef6f..0000000000000000000000000000000000000000
--- a/data/set-a/132864.txt
+++ /dev/null
@@ -1,443 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132864
-00:00,Age,85
-00:00,Gender,1
-00:00,Height,-1
-00:00,ICUType,3
-00:00,Weight,76
-00:11,DiasABP,49
-00:11,FiO2,1
-00:11,HR,78
-00:11,MAP,59
-00:11,MechVent,1
-00:11,NIDiasABP,51
-00:11,NIMAP,58
-00:11,NISysABP,85
-00:11,SysABP,80
-00:41,DiasABP,55
-00:41,HR,72
-00:41,MAP,69
-00:41,NIDiasABP,52
-00:41,NIMAP,57
-00:41,NISysABP,78
-00:41,SysABP,97
-00:41,Temp,35.4
-00:41,Weight,76
-00:57,Albumin,3.5
-00:57,ALP,50
-00:57,ALT,14
-00:57,AST,37
-00:57,Bilirubin,1
-00:57,BUN,40
-00:57,Creatinine,0.7
-00:57,Glucose,170
-00:57,HCO3,34
-00:57,HCT,37
-00:57,Mg,2.2
-00:57,Platelets,165
-00:57,K,3.9
-00:57,Na,140
-00:57,WBC,8.5
-01:11,DiasABP,55
-01:11,GCS,7
-01:11,HR,70
-01:11,MAP,73
-01:11,MechVent,1
-01:11,NIDiasABP,55
-01:11,NIMAP,63
-01:11,NISysABP,92
-01:11,SysABP,108
-01:11,Urine,80
-01:11,Weight,76
-01:16,pH,7.4
-01:16,Lactate,2
-01:16,PaCO2,53
-01:16,PaO2,232
-01:41,FiO2,0.6
-02:11,DiasABP,63
-02:11,HR,75
-02:11,MAP,83
-02:11,SysABP,121
-02:11,Urine,50
-02:11,Weight,76
-02:37,pH,7.46
-02:37,PaCO2,48
-02:37,PaO2,71
-03:11,DiasABP,64
-03:11,HR,72
-03:11,MAP,85
-03:11,MechVent,1
-03:11,SysABP,122
-03:11,Urine,35
-03:11,Weight,76
-04:11,DiasABP,48
-04:11,HR,71
-04:11,MAP,62
-04:11,SysABP,85
-04:11,Temp,37
-04:11,Urine,35
-04:11,Weight,76
-04:17,TroponinT,0.09
-05:11,DiasABP,55
-05:11,FiO2,0.6
-05:11,GCS,7
-05:11,HR,72
-05:11,MAP,74
-05:11,MechVent,1
-05:11,SysABP,106
-05:11,Temp,38
-05:11,Urine,12
-05:11,Weight,76
-05:26,DiasABP,43
-05:26,HR,68
-05:26,MAP,57
-05:26,SysABP,80
-05:26,Weight,76
-05:41,DiasABP,45
-05:41,HR,62
-05:41,MAP,59
-05:41,SysABP,85
-05:41,Weight,76
-05:56,DiasABP,65
-05:56,HR,74
-05:56,MAP,87
-05:56,SysABP,127
-05:56,Weight,76
-06:11,DiasABP,69
-06:11,HR,72
-06:11,MAP,93
-06:11,SysABP,135
-06:11,Weight,76
-07:09,TroponinT,0.09
-07:11,DiasABP,66
-07:11,HR,74
-07:11,MAP,85
-07:11,SysABP,123
-07:11,Urine,40
-07:11,Weight,76
-08:11,DiasABP,65
-08:11,FiO2,0.6
-08:11,HR,61
-08:11,MAP,89
-08:11,MechVent,1
-08:11,SysABP,133
-08:11,Urine,35
-08:11,Weight,76
-09:11,DiasABP,66
-09:11,GCS,8
-09:11,HR,65
-09:11,MAP,90
-09:11,SysABP,136
-09:11,Temp,37.6
-09:11,Urine,80
-09:11,Weight,76
-10:11,DiasABP,68
-10:11,HR,61
-10:11,MAP,92
-10:11,SysABP,138
-10:11,Urine,100
-10:11,Weight,76
-11:11,DiasABP,77
-11:11,HR,69
-11:11,MAP,106
-11:11,SysABP,157
-11:11,Urine,50
-11:11,Weight,76
-12:11,DiasABP,59
-12:11,HR,62
-12:11,MAP,75
-12:11,SysABP,105
-12:11,Weight,76
-13:11,DiasABP,47
-13:11,FiO2,0.6
-13:11,HR,61
-13:11,MAP,60
-13:11,MechVent,1
-13:11,NIDiasABP,51
-13:11,NIMAP,59
-13:11,NISysABP,91
-13:11,SysABP,84
-13:11,Temp,37.8
-13:11,Urine,60
-13:11,Weight,76
-13:41,DiasABP,77
-13:41,HR,77
-13:41,MAP,106
-13:41,SysABP,154
-13:41,Weight,76
-14:11,DiasABP,72
-14:11,HR,67
-14:11,MAP,98
-14:11,SysABP,146
-14:11,Urine,50
-14:11,Weight,76
-15:07,TroponinT,0.06
-15:11,DiasABP,67
-15:11,GCS,7
-15:11,HR,66
-15:11,MAP,87
-15:11,SysABP,124
-15:11,Temp,37.3
-15:11,Urine,30
-15:11,Weight,76
-15:17,pH,7.46
-15:17,PaCO2,43
-15:17,PaO2,91
-16:11,DiasABP,56
-16:11,HR,60
-16:11,MAP,73
-16:11,SysABP,106
-16:11,Weight,76
-17:11,DiasABP,61
-17:11,FiO2,0.6
-17:11,HR,65
-17:11,MAP,80
-17:11,MechVent,1
-17:11,SysABP,117
-17:11,Urine,60
-17:11,Weight,76
-18:11,DiasABP,58
-18:11,GCS,8
-18:11,HR,62
-18:11,MAP,75
-18:11,MechVent,1
-18:11,SysABP,110
-18:11,Urine,60
-18:11,Weight,76
-19:11,DiasABP,65
-19:11,HR,61
-19:11,MAP,82
-19:11,SysABP,116
-19:11,Temp,37.3
-19:11,Urine,20
-19:11,Weight,76
-20:11,DiasABP,60
-20:11,HR,58
-20:11,MAP,76
-20:11,SysABP,108
-20:11,Urine,20
-20:11,Weight,76
-21:11,DiasABP,63
-21:11,HR,64
-21:11,MAP,82
-21:11,SysABP,119
-21:11,Weight,76
-21:22,BUN,43
-21:22,Creatinine,0.7
-21:22,Glucose,107
-21:22,HCO3,29
-21:22,HCT,35.2
-21:22,Mg,2.1
-21:22,Platelets,169
-21:22,K,3.7
-21:22,Na,143
-21:22,WBC,7.6
-22:11,DiasABP,70
-22:11,FiO2,0.6
-22:11,GCS,8
-22:11,HR,62
-22:11,MAP,92
-22:11,MechVent,1
-22:11,SysABP,132
-22:11,Temp,37.1
-22:11,Urine,90
-22:11,Weight,76
-23:11,DiasABP,59
-23:11,HR,55
-23:11,MAP,77
-23:11,SysABP,113
-23:11,Urine,30
-23:11,Weight,76
-24:11,DiasABP,54
-24:11,GCS,7
-24:11,HR,63
-24:11,MAP,69
-24:11,SysABP,100
-24:11,Temp,36.3
-24:11,Urine,50
-24:11,Weight,76
-25:11,DiasABP,67
-25:11,FiO2,0.6
-25:11,HR,69
-25:11,MAP,89
-25:11,MechVent,1
-25:11,SysABP,130
-25:11,Urine,50
-25:11,Weight,76
-26:11,DiasABP,53
-26:11,HR,63
-26:11,MAP,67
-26:11,SysABP,92
-26:11,Urine,30
-26:11,Weight,76
-27:11,DiasABP,59
-27:11,HR,58
-27:11,MAP,77
-27:11,SysABP,112
-27:11,Urine,80
-27:11,Weight,76
-28:11,DiasABP,52
-28:11,HR,57
-28:11,MAP,68
-28:11,SysABP,101
-28:11,Urine,40
-28:26,DiasABP,55
-28:26,HR,61
-28:26,MAP,72
-28:26,SysABP,106
-28:26,Weight,76
-29:11,DiasABP,74
-29:11,FiO2,0.6
-29:11,GCS,8
-29:11,HR,72
-29:11,MAP,103
-29:11,MechVent,1
-29:11,SysABP,154
-29:11,Temp,37.1
-29:11,Urine,30
-29:11,Weight,76
-30:11,DiasABP,67
-30:11,HR,67
-30:11,MAP,89
-30:11,SysABP,129
-30:11,Urine,20
-30:11,Weight,76
-30:16,DiasABP,41
-30:16,HR,62
-30:16,MAP,52
-30:16,SysABP,73
-30:16,Weight,76
-30:21,DiasABP,49
-30:21,HR,58
-30:21,MAP,63
-30:21,SysABP,91
-30:21,Weight,76
-31:11,DiasABP,47
-31:11,HR,56
-31:11,MAP,61
-31:11,SysABP,87
-31:11,Urine,40
-31:11,Weight,76
-32:11,DiasABP,80
-32:11,GCS,7
-32:11,HR,69
-32:11,MAP,108
-32:11,MechVent,1
-32:11,SysABP,158
-32:11,Temp,36.9
-32:11,Urine,80
-32:11,Weight,76
-32:56,FiO2,0.6
-32:56,MechVent,1
-33:11,DiasABP,56
-33:11,HR,66
-33:11,MAP,72
-33:11,SysABP,102
-33:11,Urine,30
-34:11,DiasABP,62
-34:11,HR,67
-34:11,MAP,80
-34:11,SysABP,112
-34:11,Urine,24
-34:11,Weight,76
-35:11,DiasABP,82
-35:11,HR,82
-35:11,MAP,111
-35:11,SysABP,166
-35:11,Urine,50
-35:11,Weight,76
-36:11,DiasABP,53
-36:11,HR,68
-36:11,MAP,67
-36:11,SysABP,93
-36:11,Urine,22
-36:11,Weight,76
-37:11,DiasABP,57
-37:11,FiO2,0.6
-37:11,GCS,7
-37:11,HR,65
-37:11,MAP,73
-37:11,MechVent,1
-37:11,SysABP,104
-37:11,Temp,38.4
-37:11,Urine,60
-37:11,Weight,76
-37:41,DiasABP,59
-37:41,HR,66
-37:41,MAP,78
-37:41,NIDiasABP,66
-37:41,NIMAP,81
-37:41,NISysABP,125
-37:41,SysABP,115
-37:41,Weight,76
-38:11,DiasABP,53
-38:11,HR,73
-38:11,MAP,72
-38:11,SysABP,107
-38:11,Temp,38.2
-38:11,Urine,40
-39:11,DiasABP,49
-39:11,HR,65
-39:11,MAP,65
-39:11,SysABP,95
-40:11,DiasABP,48
-40:11,HR,60
-40:11,MAP,65
-40:11,SysABP,98
-40:11,Temp,37.9
-40:11,Urine,80
-40:11,Weight,76
-41:11,FiO2,0.6
-41:11,GCS,7
-41:11,MechVent,1
-41:41,DiasABP,61
-41:41,HR,63
-41:41,MAP,79
-41:41,SysABP,113
-41:41,Urine,140
-42:11,DiasABP,63
-42:11,HR,63
-42:11,MAP,81
-42:11,SysABP,115
-42:11,Urine,40
-42:11,Weight,76
-43:11,DiasABP,73
-43:11,HR,62
-43:11,MAP,93
-43:11,SysABP,127
-44:11,DiasABP,67
-44:11,HR,62
-44:11,MAP,86
-44:11,SysABP,120
-44:11,Urine,110
-45:11,DiasABP,66
-45:11,FiO2,0.6
-45:11,GCS,7
-45:11,HR,61
-45:11,MAP,86
-45:11,MechVent,1
-45:11,SysABP,123
-45:11,Urine,60
-45:11,Weight,76
-46:11,DiasABP,50
-46:11,HR,61
-46:11,MAP,68
-46:11,SysABP,104
-46:11,Temp,37.3
-46:11,Urine,50
-46:30,BUN,39
-46:30,Creatinine,0.8
-46:30,Glucose,127
-46:30,HCO3,30
-46:30,HCT,34.4
-46:30,Mg,2.2
-46:30,Platelets,164
-46:30,K,3.4
-46:30,Na,147
-46:30,WBC,8.3
-47:11,DiasABP,54
-47:11,HR,60
-47:11,MAP,74
-47:11,SysABP,114
-47:11,Urine,12
-47:11,Weight,76
diff --git a/data/set-a/132865.txt b/data/set-a/132865.txt
deleted file mode 100644
index 4a890212ac717bda0a22618b85e1c9d27b88d29c..0000000000000000000000000000000000000000
--- a/data/set-a/132865.txt
+++ /dev/null
@@ -1,368 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132865
-00:00,Age,22
-00:00,Gender,1
-00:00,Height,182.9
-00:00,ICUType,4
-00:00,Weight,85
-00:03,FiO2,1
-00:03,MechVent,1
-00:29,pH,7.37
-00:29,PaCO2,35
-00:29,PaO2,263
-04:33,DiasABP,77
-04:33,FiO2,1
-04:33,HR,89
-04:33,MAP,97
-04:33,MechVent,1
-04:33,SysABP,137
-04:33,Temp,36.7
-04:33,Urine,110
-05:03,DiasABP,78
-05:03,HR,85
-05:03,MAP,98
-05:03,SysABP,137
-05:03,Urine,110
-05:45,pH,7.4
-05:45,PaCO2,38
-05:45,PaO2,452
-06:03,DiasABP,66
-06:03,HR,82
-06:03,MAP,84
-06:03,SysABP,122
-06:03,Urine,150
-06:30,BUN,15
-06:30,Creatinine,0.8
-06:30,Glucose,138
-06:30,HCO3,20
-06:30,HCT,33.6
-06:30,Mg,1.3
-06:30,Platelets,89
-06:30,K,4.3
-06:30,Na,138
-06:30,WBC,7.8
-07:03,DiasABP,63
-07:03,HR,82
-07:03,MAP,81
-07:03,SysABP,121
-08:03,DiasABP,61
-08:03,HR,83
-08:03,MAP,77
-08:03,NISysABP,104
-08:03,SysABP,115
-08:03,Temp,36.3
-08:03,Urine,125
-08:08,FiO2,0.4
-08:08,MechVent,1
-09:03,DiasABP,62
-09:03,HR,82
-09:03,MAP,79
-09:03,SysABP,120
-09:03,Urine,50
-10:03,DiasABP,67
-10:03,HR,85
-10:03,MAP,84
-10:03,SysABP,124
-10:03,Urine,55
-10:33,DiasABP,67
-10:33,HR,83
-10:33,MAP,85
-10:33,MechVent,1
-10:33,SysABP,131
-11:03,DiasABP,61
-11:03,HR,85
-11:03,MAP,78
-11:03,SysABP,113
-11:03,Urine,60
-11:33,DiasABP,63
-11:33,SysABP,115
-12:03,DiasABP,69
-12:03,FiO2,0.4
-12:03,HR,85
-12:03,MAP,87
-12:03,MechVent,1
-12:03,SysABP,127
-12:03,Temp,37.8
-12:03,Urine,15
-13:03,DiasABP,73
-13:03,HR,84
-13:03,MAP,91
-13:03,SysABP,140
-13:03,Urine,70
-14:03,DiasABP,67
-14:03,HR,82
-14:03,MAP,84
-14:03,SysABP,134
-14:03,Urine,50
-14:25,pH,7.45
-14:25,PaCO2,32
-14:25,PaO2,183
-15:03,DiasABP,67
-15:03,HR,81
-15:03,MAP,85
-15:03,SysABP,122
-15:03,Urine,60
-15:22,BUN,15
-15:22,Creatinine,0.8
-15:22,Glucose,121
-15:22,HCO3,25
-15:22,HCT,31.1
-15:22,Mg,2.3
-15:22,Platelets,83
-15:22,K,4
-15:22,Na,138
-15:22,WBC,9
-15:33,FiO2,0.4
-15:33,MechVent,1
-16:03,DiasABP,71
-16:03,GCS,8
-16:03,HR,81
-16:03,MAP,90
-16:03,SysABP,137
-16:03,Temp,37.4
-16:03,Urine,35
-16:18,MechVent,1
-16:33,DiasABP,65
-16:33,SysABP,125
-17:03,DiasABP,61
-17:03,GCS,8
-17:03,HR,81
-17:03,MAP,79
-17:03,SysABP,117
-17:03,Urine,30
-18:03,DiasABP,67
-18:03,GCS,8
-18:03,HR,92
-18:03,MAP,86
-18:03,SysABP,123
-18:03,Urine,30
-19:00,pH,7.42
-19:00,PaCO2,37
-19:00,PaO2,187
-19:03,DiasABP,65
-19:03,FiO2,0.3
-19:03,GCS,8
-19:03,HR,90
-19:03,MAP,84
-19:03,SysABP,120
-19:03,Urine,45
-19:33,DiasABP,65
-19:33,GCS,10
-19:33,SysABP,117
-20:03,DiasABP,61
-20:03,FiO2,0.3
-20:03,HR,89
-20:03,MAP,77
-20:03,MechVent,1
-20:03,SysABP,112
-20:03,Temp,37.6
-20:03,Urine,28
-22:03,DiasABP,67
-22:03,FiO2,0.3
-22:03,GCS,10
-22:03,HR,85
-22:03,MAP,88
-22:03,MechVent,1
-22:03,SysABP,142
-22:03,Temp,37.6
-22:03,Urine,0
-22:03,Urine,200
-22:33,DiasABP,63
-22:33,HR,84
-22:33,MAP,84
-22:33,SysABP,134
-23:03,DiasABP,59
-23:03,HR,84
-23:03,MAP,78
-23:03,SysABP,129
-23:03,Urine,90
-23:33,DiasABP,64
-23:33,SysABP,132
-24:03,DiasABP,65
-24:03,FiO2,0.3
-24:03,GCS,3
-24:03,HR,84
-24:03,MAP,84
-24:03,MechVent,1
-24:03,SysABP,141
-24:03,Temp,37
-24:03,Urine,100
-24:23,DiasABP,57
-24:23,HR,86
-24:23,MAP,72
-24:23,SysABP,107
-24:29,pH,7.36
-24:29,PaCO2,45
-24:29,PaO2,105
-25:03,DiasABP,60
-25:03,HR,82
-25:03,MAP,76
-25:03,SysABP,115
-25:03,Urine,42
-25:19,HCT,28.3
-25:33,DiasABP,73
-25:33,GCS,10
-25:33,HR,80
-25:33,MAP,92
-25:33,SysABP,142
-25:43,DiasABP,75
-25:43,HR,85
-25:43,MAP,96
-25:43,SysABP,145
-25:48,DiasABP,67
-25:48,HR,81
-25:48,MAP,88
-25:48,SysABP,139
-26:03,DiasABP,59
-26:03,FiO2,0.3
-26:03,HR,84
-26:03,MAP,78
-26:03,MechVent,1
-26:03,SysABP,129
-26:03,Urine,200
-26:21,DiasABP,58
-26:21,HR,90
-26:21,MAP,79
-26:21,SysABP,144
-27:03,DiasABP,59
-27:03,HR,91
-27:03,MAP,80
-27:03,SysABP,144
-27:03,Urine,75
-27:33,FiO2,0.3
-27:33,MechVent,1
-28:03,DiasABP,60
-28:03,GCS,10
-28:03,HR,93
-28:03,MAP,82
-28:03,SysABP,148
-28:03,Temp,37.5
-28:03,Urine,150
-28:43,FiO2,0.3
-28:43,MechVent,1
-29:03,DiasABP,45
-29:03,HR,94
-29:03,MAP,63
-29:03,SysABP,114
-29:03,Urine,125
-30:03,DiasABP,51
-30:03,FiO2,0.3
-30:03,HR,95
-30:03,MAP,71
-30:03,MechVent,1
-30:03,SysABP,125
-30:03,Urine,80
-30:33,DiasABP,49
-30:33,GCS,10
-30:33,SysABP,123
-31:03,HCT,24.8
-32:03,DiasABP,47
-32:03,FiO2,0.3
-32:03,HR,90
-32:03,MAP,62
-32:03,MechVent,1
-32:03,SysABP,94
-32:03,Urine,250
-33:03,DiasABP,54
-33:03,FiO2,0.3
-33:03,GCS,10
-33:03,HR,90
-33:03,MAP,71
-33:03,SysABP,119
-33:03,Temp,38.1
-33:03,Urine,40
-33:34,FiO2,0.3
-33:34,MechVent,1
-34:03,DiasABP,61
-34:03,HR,94
-34:03,MAP,81
-34:03,SysABP,138
-34:03,Temp,38.2
-34:03,Urine,45
-35:03,DiasABP,51
-35:03,GCS,10
-35:03,HR,91
-35:03,MAP,67
-35:03,SysABP,111
-35:03,Temp,38.2
-35:03,Urine,45
-36:03,DiasABP,55
-36:03,FiO2,0.3
-36:03,HR,90
-36:03,MAP,71
-36:03,MechVent,1
-36:03,SysABP,114
-36:03,Temp,38.2
-36:03,Urine,120
-37:03,DiasABP,63
-37:03,GCS,9
-37:03,HR,93
-37:03,MAP,84
-37:03,SysABP,151
-37:03,Urine,45
-37:50,pH,7.38
-37:50,PaCO2,48
-37:50,PaO2,116
-38:03,DiasABP,43
-38:03,HR,102
-38:03,MAP,66
-38:03,SysABP,127
-38:03,Temp,38.2
-38:03,Urine,40
-38:36,BUN,13
-38:36,Creatinine,0.8
-38:36,Glucose,114
-38:36,HCO3,26
-38:36,HCT,25.6
-38:36,Mg,1.8
-38:36,Platelets,75
-38:36,K,4.2
-38:36,Na,139
-38:36,WBC,8.7
-39:03,DiasABP,51
-39:03,GCS,9
-39:03,HR,96
-39:03,MAP,66
-39:03,SysABP,101
-39:03,Urine,100
-39:53,HCT,25.2
-40:03,DiasABP,52
-40:03,HR,96
-40:03,MAP,69
-40:03,SysABP,112
-40:03,Urine,40
-41:03,DiasABP,54
-41:03,GCS,8
-41:03,HR,92
-41:03,MAP,71
-41:03,SysABP,117
-41:03,Temp,38.1
-41:03,Urine,80
-41:33,FiO2,0.3
-41:33,MechVent,1
-42:03,DiasABP,66
-42:03,HR,97
-42:03,MAP,85
-42:03,SysABP,134
-42:03,Urine,30
-43:03,DiasABP,63
-43:03,HR,92
-43:03,MAP,83
-43:03,SysABP,142
-43:03,Temp,38.1
-43:03,Urine,45
-43:33,DiasABP,70
-43:33,FiO2,0.3
-43:33,GCS,10
-43:33,MechVent,1
-43:33,SysABP,155
-43:48,DiasABP,50
-43:48,HR,92
-43:48,MAP,69
-43:48,SysABP,116
-43:48,Temp,37.9
-44:03,Urine,50
-44:37,HCT,29.7
-47:03,MechVent,1
-47:42,FiO2,0.3
-47:42,MechVent,1
diff --git a/data/set-a/132866.txt b/data/set-a/132866.txt
deleted file mode 100644
index 2892c7de624168905fd6509195ee54bf419426a5..0000000000000000000000000000000000000000
--- a/data/set-a/132866.txt
+++ /dev/null
@@ -1,297 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132866
-00:00,Age,80
-00:00,Gender,1
-00:00,Height,167.6
-00:00,ICUType,1
-00:00,Weight,77.8
-02:44,GCS,15
-02:44,HR,57
-02:44,NIDiasABP,55
-02:44,NIMAP,73.33
-02:44,NISysABP,110
-02:44,Temp,35.6
-02:44,Urine,400
-03:44,HR,54
-03:44,NIDiasABP,91
-03:44,NIMAP,100
-03:44,NISysABP,118
-03:44,Urine,160
-04:44,HR,55
-04:44,NIDiasABP,52
-04:44,NIMAP,68.67
-04:44,NISysABP,102
-04:44,Urine,120
-05:44,GCS,15
-05:44,HR,65
-05:44,NIDiasABP,83
-05:44,NIMAP,96.67
-05:44,NISysABP,124
-05:44,Urine,160
-06:44,HR,60
-06:44,NIDiasABP,57
-06:44,NIMAP,74
-06:44,NISysABP,108
-06:44,Urine,160
-07:44,HR,59
-07:44,NIDiasABP,48
-07:44,NIMAP,68
-07:44,NISysABP,108
-07:44,Urine,100
-09:44,HR,61
-09:44,NIDiasABP,90
-09:44,NIMAP,105.3
-09:44,NISysABP,136
-09:44,Temp,36.4
-09:44,Urine,180
-10:44,HR,59
-10:44,NIDiasABP,61
-10:44,NIMAP,76.67
-10:44,NISysABP,108
-11:44,HR,61
-11:44,NIDiasABP,73
-11:44,NIMAP,81.33
-11:44,NISysABP,98
-11:44,Urine,400
-12:44,HR,59
-12:44,NIDiasABP,45
-12:44,NIMAP,63
-12:44,NISysABP,99
-13:44,HR,59
-13:44,NIDiasABP,52
-13:44,NIMAP,71
-13:44,NISysABP,109
-13:44,Urine,400
-15:14,BUN,87
-15:14,Creatinine,2.7
-15:14,Glucose,107
-15:14,HCO3,24
-15:14,HCT,27.5
-15:14,HR,61
-15:14,Mg,2.3
-15:14,NIDiasABP,62
-15:14,NIMAP,73
-15:14,NISysABP,95
-15:14,Platelets,137
-15:14,K,4.4
-15:14,Na,140
-15:14,Temp,34.6
-15:14,Urine,500
-15:14,WBC,8.5
-16:14,HCT,27
-17:44,HR,60
-17:44,NIDiasABP,59
-17:44,NIMAP,79.33
-17:44,NISysABP,120
-17:44,Temp,37.1
-17:44,Urine,500
-18:44,HR,58
-18:44,NIDiasABP,54
-18:44,NIMAP,70.33
-18:44,NISysABP,103
-19:44,HR,57
-19:44,NIDiasABP,51
-19:44,NIMAP,75
-19:44,NISysABP,123
-19:44,Urine,550
-21:44,HR,61
-21:44,NIDiasABP,48
-21:44,NIMAP,73
-21:44,NISysABP,123
-21:44,Temp,36.9
-21:44,Urine,800
-21:59,K,4.5
-23:44,HR,51
-23:44,NIDiasABP,53
-23:44,NIMAP,75.33
-23:44,NISysABP,120
-23:44,Urine,650
-24:44,HR,55
-24:44,Temp,36.2
-24:59,HR,59
-24:59,NIDiasABP,39
-24:59,NIMAP,62
-24:59,NISysABP,108
-25:44,FiO2,0.4
-25:44,HR,52
-25:44,NIDiasABP,48
-25:44,NIMAP,69.33
-25:44,NISysABP,112
-25:44,Temp,36.5
-25:59,Urine,360
-26:44,HR,58
-26:44,NIDiasABP,30
-26:44,NIMAP,56
-26:44,NISysABP,108
-26:44,Temp,36.8
-27:44,HR,62
-27:44,NIDiasABP,53
-27:44,NIMAP,78
-27:44,NISysABP,128
-27:44,Temp,36.6
-27:44,Urine,525
-28:44,HR,64
-28:44,NIDiasABP,65
-28:44,NIMAP,87.33
-28:44,NISysABP,132
-28:44,Temp,36.8
-28:59,FiO2,0.5
-29:44,FiO2,0.5
-29:44,GCS,15
-29:44,HR,64
-29:44,NIDiasABP,53
-29:44,NIMAP,71.67
-29:44,NISysABP,109
-29:44,Urine,700
-30:14,HR,65
-30:14,NIDiasABP,50
-30:14,NIMAP,78.67
-30:14,NISysABP,136
-30:44,FiO2,1
-30:44,GCS,13
-30:44,HR,66
-30:44,NIDiasABP,60
-30:44,NIMAP,85
-30:44,NISysABP,135
-30:44,Urine,220
-31:44,FiO2,0.7
-31:44,GCS,15
-31:44,HR,64
-31:44,NIDiasABP,55
-31:44,NIMAP,84
-31:44,NISysABP,142
-31:44,Urine,300
-32:14,FiO2,0.7
-32:14,GCS,14
-32:14,HR,65
-32:14,NIDiasABP,61
-32:14,NIMAP,86
-32:14,NISysABP,136
-32:14,Urine,310
-32:44,FiO2,0.7
-32:44,GCS,15
-32:44,HR,69
-32:44,NIDiasABP,70
-32:44,NIMAP,95.67
-32:44,NISysABP,147
-32:44,Temp,37.6
-32:44,Urine,200
-33:14,HR,70
-33:14,NIDiasABP,56
-33:14,NIMAP,85.33
-33:14,NISysABP,144
-33:19,BUN,83
-33:19,Creatinine,2.5
-33:19,Glucose,185
-33:19,HCO3,28
-33:19,HCT,32.1
-33:19,Mg,2.1
-33:19,K,4.4
-33:19,Na,141
-33:44,HR,70
-33:44,NIDiasABP,51
-33:44,NIMAP,80
-33:44,NISysABP,138
-33:44,Urine,260
-33:49,HR,72
-33:49,NIDiasABP,67
-33:49,NIMAP,97
-33:49,NISysABP,157
-33:54,HR,68
-33:54,NIDiasABP,65
-33:54,NIMAP,92
-33:54,NISysABP,146
-34:44,HR,71
-34:44,NIDiasABP,59
-34:44,NIMAP,80
-34:44,NISysABP,122
-34:44,Urine,380
-35:44,HR,67
-35:44,NIDiasABP,38
-35:44,NIMAP,67
-35:44,NISysABP,125
-35:44,Urine,280
-36:44,HR,68
-36:44,NIDiasABP,60
-36:44,NIMAP,83
-36:44,NISysABP,129
-36:44,Urine,280
-37:44,FiO2,0.7
-37:44,HR,68
-37:44,NIDiasABP,62
-37:44,NIMAP,76.33
-37:44,NISysABP,105
-37:44,Urine,220
-38:44,FiO2,0.7
-38:44,HR,69
-38:44,NIDiasABP,47
-38:44,NIMAP,71.67
-38:44,NISysABP,121
-38:44,Urine,280
-38:59,FiO2,0.7
-39:14,FiO2,0.7
-39:29,FiO2,0.7
-39:44,BUN,76
-39:44,Creatinine,2.3
-39:44,FiO2,0.5
-39:44,GCS,12
-39:44,Glucose,150
-39:44,HCO3,29
-39:44,HCT,28.8
-39:44,HR,68
-39:44,Mg,2.1
-39:44,NIDiasABP,71
-39:44,NIMAP,93.33
-39:44,NISysABP,138
-39:44,Platelets,133
-39:44,K,4
-39:44,Na,142
-39:44,Temp,37.3
-39:44,Urine,200
-39:44,WBC,7.9
-40:14,FiO2,0.4
-40:44,HR,67
-40:44,NIDiasABP,61
-40:44,NIMAP,84.33
-40:44,NISysABP,131
-40:44,Urine,180
-41:44,FiO2,0.5
-41:44,GCS,13
-41:44,HR,68
-41:44,NIDiasABP,65
-41:44,NIMAP,88
-41:44,NISysABP,134
-41:44,Urine,320
-42:44,HR,69
-42:44,NIDiasABP,57
-42:44,NIMAP,86.33
-42:44,NISysABP,145
-42:44,Temp,37.1
-43:44,FiO2,0.5
-43:44,HR,55
-43:44,NIDiasABP,45
-43:44,NIMAP,72.33
-43:44,NISysABP,127
-43:44,Urine,140
-44:44,HR,67
-44:44,NIDiasABP,75
-44:44,NIMAP,91
-44:44,NISysABP,123
-44:44,Urine,120
-45:44,GCS,10
-45:44,HR,62
-45:44,NIDiasABP,84
-45:44,NIMAP,103.7
-45:44,NISysABP,143
-45:44,Temp,36.8
-45:44,Urine,100
-46:44,HR,52
-46:44,NIDiasABP,46
-46:44,NIMAP,72
-46:44,NISysABP,124
-47:44,GCS,10
-47:44,HR,54
-47:44,NIDiasABP,62
-47:44,NIMAP,92.67
-47:44,NISysABP,154
-47:44,Urine,310
diff --git a/data/set-a/132872.txt b/data/set-a/132872.txt
deleted file mode 100644
index f2bdfaecc07f8bda3879a8e09f1d7d8e2a8ec391..0000000000000000000000000000000000000000
--- a/data/set-a/132872.txt
+++ /dev/null
@@ -1,503 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132872
-00:00,Age,63
-00:00,Gender,0
-00:00,Height,167.6
-00:00,ICUType,2
-00:00,Weight,76.1
-00:39,pH,7.44
-00:39,PaCO2,38
-00:39,PaO2,412
-01:34,pH,7.45
-01:34,PaCO2,36
-01:34,PaO2,274
-02:36,pH,7.32
-02:36,PaCO2,51
-02:36,PaO2,42
-02:49,pH,7.39
-02:49,PaCO2,39
-02:49,PaO2,374
-03:36,HCT,21.6
-03:36,Platelets,170
-03:36,WBC,10.4
-03:46,FiO2,1
-03:46,MechVent,1
-03:51,DiasABP,64
-03:51,GCS,3
-03:51,HR,80
-03:51,MAP,81
-03:51,SysABP,109
-03:51,Temp,35
-03:51,Urine,100
-03:51,Weight,76.1
-04:06,DiasABP,53
-04:06,HR,80
-04:06,MAP,66
-04:06,SysABP,88
-04:06,Temp,35.2
-04:06,Weight,76.1
-04:21,DiasABP,61
-04:21,HR,80
-04:21,MAP,79
-04:21,SysABP,109
-04:21,Temp,35
-04:21,Urine,30
-04:21,Urine,1270
-04:21,Weight,76.1
-04:22,pH,7.44
-04:22,PaCO2,35
-04:22,PaO2,348
-04:36,DiasABP,57
-04:36,FiO2,0.6
-04:36,HR,80
-04:36,MAP,72
-04:36,SysABP,98
-04:36,Temp,35.2
-04:36,Weight,76.1
-04:51,DiasABP,72
-04:51,HR,80
-04:51,MAP,91
-04:51,SysABP,123
-04:51,Temp,35.5
-04:51,Weight,76.1
-05:06,DiasABP,61
-05:06,HR,80
-05:06,MAP,76
-05:06,SysABP,101
-05:06,Temp,35.8
-05:06,Weight,76.1
-05:18,BUN,13
-05:18,Creatinine,0.6
-05:18,HCO3,22
-05:18,HCT,25.2
-05:18,Platelets,147
-05:18,WBC,11.2
-05:21,DiasABP,63
-05:21,GCS,3
-05:21,HR,80
-05:21,MAP,78
-05:21,SysABP,104
-05:21,Temp,36
-05:21,Urine,135
-05:21,Weight,76.1
-05:36,DiasABP,62
-05:36,HR,81
-05:36,MAP,79
-05:36,SysABP,106
-05:36,Temp,36.3
-05:36,Weight,76.1
-05:51,DiasABP,54
-05:51,HR,80
-05:51,MAP,69
-05:51,SysABP,94
-05:51,Temp,36.5
-05:51,Weight,76.1
-06:06,DiasABP,62
-06:06,HR,81
-06:06,MAP,75
-06:06,SysABP,98
-06:06,Temp,36.6
-06:06,Weight,76.1
-06:21,DiasABP,71
-06:21,FiO2,0.5
-06:21,HR,80
-06:21,MAP,88
-06:21,SysABP,116
-06:21,Temp,36.5
-06:21,Urine,60
-06:21,Weight,76.1
-06:36,DiasABP,59
-06:36,HR,80
-06:36,MAP,73
-06:36,SysABP,97
-06:36,Temp,36.6
-06:36,Weight,76.1
-06:41,MechVent,1
-07:21,DiasABP,63
-07:21,FiO2,0.4
-07:21,HR,80
-07:21,MAP,78
-07:21,MechVent,1
-07:21,SysABP,105
-07:21,Temp,36.8
-07:21,Urine,60
-07:21,Urine,0
-07:21,Weight,76.1
-07:26,pH,7.37
-07:26,PaCO2,40
-07:26,PaO2,182
-07:26,SaO2,98
-07:51,FiO2,0.5
-08:21,DiasABP,67
-08:21,HR,80
-08:21,MAP,85
-08:21,SysABP,118
-08:21,Temp,37.1
-08:21,Urine,30
-08:21,Weight,76.1
-09:21,DiasABP,47
-09:21,FiO2,0.5
-09:21,GCS,15
-09:21,HR,80
-09:21,MAP,58
-09:21,SysABP,82
-09:21,Temp,37.4
-09:21,Urine,50
-09:21,Weight,76.1
-10:21,DiasABP,59
-10:21,HR,80
-10:21,MAP,75
-10:21,SysABP,108
-10:21,Temp,37.6
-10:21,Urine,40
-10:21,Weight,76.1
-10:51,pH,7.36
-10:51,PaCO2,46
-10:51,PaO2,118
-10:51,SaO2,98
-11:21,DiasABP,51
-11:21,FiO2,0.5
-11:21,HR,80
-11:21,MAP,67
-11:21,SysABP,95
-11:21,Temp,37.7
-11:21,Urine,40
-11:21,Weight,76.1
-11:41,HCT,26.8
-11:41,Mg,2.5
-12:21,DiasABP,54
-12:21,HR,80
-12:21,MAP,70
-12:21,SysABP,100
-12:21,Temp,37.7
-12:21,Urine,80
-12:21,Weight,76.1
-13:21,DiasABP,59
-13:21,GCS,15
-13:21,HR,80
-13:21,MAP,80
-13:21,SysABP,116
-13:21,Temp,37.8
-13:21,Urine,60
-13:21,Weight,76.1
-14:21,DiasABP,54
-14:21,HR,80
-14:21,MAP,71
-14:21,SysABP,102
-14:21,Temp,37.9
-14:21,Urine,60
-14:21,Weight,76.1
-14:58,Mg,2.4
-14:58,K,4.7
-15:21,DiasABP,50
-15:21,HR,80
-15:21,MAP,67
-15:21,SysABP,100
-15:21,Temp,37.9
-15:21,Urine,45
-15:21,Weight,76.1
-16:21,DiasABP,57
-16:21,HR,80
-16:21,MAP,77
-16:21,SysABP,112
-16:21,Temp,37.8
-16:21,Urine,40
-16:21,Weight,76.1
-17:09,pH,7.39
-17:09,PaCO2,42
-17:09,PaO2,107
-17:09,SaO2,98
-17:21,DiasABP,57
-17:21,GCS,15
-17:21,HR,80
-17:21,MAP,76
-17:21,SysABP,114
-17:21,Temp,37.9
-17:21,Urine,40
-17:21,Weight,76.1
-18:02,BUN,14
-18:02,Creatinine,0.7
-18:02,Glucose,122
-18:02,HCO3,24
-18:02,HCT,26
-18:02,Platelets,211
-18:02,K,4.6
-18:02,Na,143
-18:02,WBC,11.4
-18:21,DiasABP,45
-18:21,HR,80
-18:21,MAP,60
-18:21,SysABP,87
-18:21,Temp,37.7
-18:21,Urine,45
-18:21,Weight,76.1
-19:21,DiasABP,47
-19:21,HR,80
-19:21,MAP,63
-19:21,SysABP,93
-19:21,Temp,37.5
-19:21,Urine,60
-19:21,Weight,76.1
-20:21,DiasABP,60
-20:21,HR,80
-20:21,MAP,81
-20:21,SysABP,121
-20:21,Temp,37.7
-20:21,Urine,60
-20:21,Weight,76.1
-21:21,DiasABP,51
-21:21,GCS,15
-21:21,HR,80
-21:21,MAP,69
-21:21,MechVent,1
-21:21,SysABP,99
-21:21,Temp,37.5
-21:21,Urine,60
-21:21,Weight,76.1
-22:21,DiasABP,50
-22:21,HR,70
-22:21,MAP,66
-22:21,SysABP,96
-22:21,Temp,37.6
-22:21,Urine,25
-22:21,Weight,76.1
-22:59,pH,7.41
-22:59,SaO2,97
-23:21,DiasABP,48
-23:21,HR,70
-23:21,MAP,64
-23:21,NIDiasABP,38
-23:21,NIMAP,55
-23:21,NISysABP,89
-23:21,SysABP,94
-23:21,Temp,37.7
-23:21,Urine,60
-23:21,Weight,76.1
-24:21,DiasABP,47
-24:21,HR,80
-24:21,MAP,63
-24:21,NIDiasABP,40
-24:21,NIMAP,55
-24:21,NISysABP,85
-24:21,SysABP,98
-24:21,Urine,25
-24:21,Weight,76.1
-25:21,DiasABP,49
-25:21,GCS,15
-25:21,HR,80
-25:21,MAP,63
-25:21,NIDiasABP,49
-25:21,NIMAP,63.33
-25:21,NISysABP,92
-25:21,SysABP,95
-25:21,Temp,37.6
-25:21,Urine,35
-25:21,Weight,76.1
-26:21,DiasABP,53
-26:21,HR,80
-26:21,MAP,69
-26:21,NIDiasABP,41
-26:21,NIMAP,59
-26:21,NISysABP,95
-26:21,SysABP,102
-26:21,Urine,40
-26:21,Weight,76.1
-27:21,DiasABP,54
-27:21,HR,80
-27:21,MAP,70
-27:21,NIDiasABP,37
-27:21,NIMAP,58
-27:21,NISysABP,100
-27:21,SysABP,105
-27:21,Urine,50
-27:21,Weight,76.1
-28:21,DiasABP,45
-28:21,HR,80
-28:21,MAP,60
-28:21,NIDiasABP,38
-28:21,NIMAP,53.67
-28:21,NISysABP,85
-28:21,SysABP,91
-28:21,Urine,80
-28:21,Weight,76.1
-29:21,DiasABP,45
-29:21,GCS,15
-29:21,HR,80
-29:21,MAP,60
-29:21,NIDiasABP,47
-29:21,NIMAP,61.67
-29:21,NISysABP,91
-29:21,SysABP,95
-29:21,Temp,36.8
-29:21,Urine,120
-29:21,Weight,76.1
-30:21,DiasABP,45
-30:21,HR,80
-30:21,MAP,62
-30:21,NIDiasABP,45
-30:21,NIMAP,60.67
-30:21,NISysABP,92
-30:21,SysABP,101
-30:21,Urine,60
-30:21,Weight,76.1
-31:03,pH,7.44
-31:03,SaO2,96
-31:21,DiasABP,49
-31:21,HR,80
-31:21,MAP,66
-31:21,NIDiasABP,42
-31:21,NIMAP,60.33
-31:21,NISysABP,97
-31:21,SysABP,104
-31:21,Urine,100
-31:21,Weight,76.1
-32:21,DiasABP,39
-32:21,HR,80
-32:21,MAP,53
-32:21,NIDiasABP,23
-32:21,NIMAP,42.67
-32:21,NISysABP,82
-32:21,SysABP,85
-32:21,Urine,120
-32:21,Weight,76.1
-33:21,DiasABP,45
-33:21,GCS,15
-33:21,HR,80
-33:21,MAP,64
-33:21,NIDiasABP,33
-33:21,NIMAP,53
-33:21,NISysABP,93
-33:21,SysABP,102
-33:21,Temp,37.2
-33:21,Urine,60
-33:21,Weight,76.1
-34:21,DiasABP,45
-34:21,HR,85
-34:21,MAP,64
-34:21,SysABP,104
-34:21,Urine,80
-34:21,Weight,76.1
-35:21,DiasABP,39
-35:21,HR,63
-35:21,MAP,57
-35:21,SysABP,96
-35:21,Urine,400
-35:21,Weight,76.1
-36:21,DiasABP,40
-36:21,HR,80
-36:21,MAP,58
-36:21,SysABP,90
-36:21,Urine,340
-36:21,Weight,76.1
-37:21,DiasABP,42
-37:21,HR,80
-37:21,MAP,59
-37:21,SysABP,87
-37:21,Temp,37.2
-37:21,Urine,220
-37:21,Weight,70.5
-38:21,DiasABP,45
-38:21,GCS,15
-38:21,HR,80
-38:21,MAP,65
-38:21,SysABP,101
-38:21,Urine,120
-38:21,Weight,70.5
-39:21,DiasABP,40
-39:21,HR,80
-39:21,MAP,57
-39:21,SysABP,88
-39:21,Urine,40
-39:21,Weight,70.5
-39:47,BUN,11
-39:47,Creatinine,0.6
-39:47,Glucose,110
-39:47,HCO3,25
-39:47,HCT,22.7
-39:47,Mg,2.8
-39:47,Platelets,139
-39:47,K,4.3
-39:47,Na,141
-39:47,WBC,7.9
-40:21,DiasABP,43
-40:21,HR,80
-40:21,MAP,60
-40:21,SysABP,93
-40:21,Urine,150
-40:21,Weight,70.5
-40:51,HCT,22.2
-41:21,DiasABP,45
-41:21,GCS,15
-41:21,HR,80
-41:21,MAP,64
-41:21,SysABP,98
-41:21,Temp,36.7
-41:21,Urine,70
-41:21,Weight,70.5
-42:21,DiasABP,41
-42:21,HR,80
-42:21,MAP,58
-42:21,SysABP,87
-42:21,Urine,120
-42:21,Weight,70.5
-43:21,DiasABP,42
-43:21,HR,80
-43:21,MAP,58
-43:21,SysABP,86
-43:21,Urine,140
-43:21,Weight,70.5
-44:21,DiasABP,42
-44:21,HR,80
-44:21,MAP,59
-44:21,SysABP,88
-44:21,Urine,45
-44:21,Weight,70.5
-45:06,DiasABP,46
-45:06,HR,80
-45:06,MAP,65
-45:06,SysABP,100
-45:06,Weight,70.5
-45:21,DiasABP,38
-45:21,GCS,15
-45:21,HR,63
-45:21,MAP,55
-45:21,NIDiasABP,31
-45:21,NIMAP,49
-45:21,NISysABP,85
-45:21,SysABP,85
-45:21,Temp,37.1
-45:21,Urine,140
-45:21,Weight,70.5
-45:36,DiasABP,44
-45:36,HR,80
-45:36,MAP,62
-45:36,NIDiasABP,46
-45:36,NIMAP,59.67
-45:36,NISysABP,87
-45:36,SysABP,96
-45:36,Weight,70.5
-45:41,DiasABP,40
-45:41,HR,80
-45:41,MAP,55
-45:41,NIDiasABP,31
-45:41,NIMAP,49
-45:41,NISysABP,85
-45:41,SysABP,54
-45:41,Weight,70.5
-46:21,DiasABP,51
-46:21,HR,80
-46:21,MAP,69
-46:21,NIDiasABP,48
-46:21,NIMAP,61.33
-46:21,NISysABP,88
-46:21,SysABP,101
-46:21,Urine,35
-46:21,Weight,70.5
-47:21,DiasABP,42
-47:21,HR,80
-47:21,MAP,57
-47:21,SysABP,89
-47:21,Urine,400
-47:21,Weight,70.5
-47:26,pH,7.45
-47:26,SaO2,96
diff --git a/data/set-a/132877.txt b/data/set-a/132877.txt
deleted file mode 100644
index 93aa1af9ba44d72bddc55d9a87dc3f2e271d99c3..0000000000000000000000000000000000000000
--- a/data/set-a/132877.txt
+++ /dev/null
@@ -1,365 +0,0 @@
-Time,Parameter,Value
-00:00,RecordID,132877
-00:00,Age,84
-00:00,GCS,14
-00:00,Gender,1
-00:00,Height,-1
-00:00,HR,123
-00:00,ICUType,3
-00:00,NIDiasABP,66
-00:00,NIMAP,85.67
-00:00,NISysABP,125
-00:00,Temp,38.3
-00:00,Weight,70.1
-00:30,HR,136
-00:30,NIDiasABP,68
-00:30,NIMAP,85.33
-00:30,NISysABP,120
-00:30,Urine,20
-00:30,Weight,70.1
-01:00,HR,114
-01:00,NIDiasABP,67
-01:00,NIMAP,83.67
-01:00,NISysABP,117
-01:00,Weight,70.1
-01:17,Albumin,3.5
-01:17,ALP,111
-01:17,ALT,24
-01:17,AST,23
-01:17,Bili