Variable | Feature | Item Name | Information Gain | Item ID | Table |
x1 | Glasgow Coma Scale | GCS Verbal Verbal Response GCS Motor Motor Response GCS Eyes Eye Opening |
0.4340 | 223900 723 223901 454 220739 184 |
Chartevents |
x2 | Heart Rate | Heart Rate | 0.3602 | 211 220045 |
Chartevents |
x3 | Systolic Blood Pressure | Noninvasive Systolic Blood Pressure | 0.2702 | 455 220179 |
Chartevents |
x4 | Temperature | Temperature Fahrenheit Temperature Celsius |
0.4681 | 678 223761 676 223762 |
Chartevents |
x5 | Blood Urea Nitrogen | Blood Urea Nitrogen | 0.2172 | 51006 | Labevents |
x6 | White Blood Cells Court | White Blood Cells | 0.4725 | 51301 51300 |
Labevents |
x7 | Potassium Level | Potassium | 0.2287 | 50971 50822 |
Labevents |
x8 | Sodium Level | Sodium | 0.2486 | 50983 | Labevents |
x9 | Serum Bicarbonate Level | Bicarbonate | 0.0954 | 50882 | Labevents |
x10 | Admission Type | Admission Type | 0.0184 | Admissions | |
x11 | Gender | Gender | 0.0104 | Admissions | |
x12 | Age | Age | 0.1555 | Admissions |