An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application

Journal of Big Data

Table 1 Variables used

Variable	Measurement unit	Variable	Measurement unit
Age	Continuous	Potassium	mEq/L
Gender	Categorical	Partial Thromboplastin Time	Second
Heart Rate	Discrete	International Normalized Ratio	Ratio
Systolic Blood Pressure	mm/Hg	Prothrombin Time	Second
Diastolic Blood Pressure	mm/Hg	Sodium	mEq/L
Mean Arterial Pressure	mm/Hg	Blood Urea Nitrogen	mg/dL
Respiration	mmHg	White Blood Cells	10³/mm³
Temperature	ºC	Norepinephrine	pg/mL
SpO₂	mmHg	Epinephrine	pg/mL
Glucose	mg/dL	Dopamine	pg/mL
Albumin	g/L	Dobutamine	mL/h
Immature Neutrophil Cells	With > 10%	Urine Output	mL/kg/hr
Bicarbonate	mEq/L	PaO₂/FiO₂	mmHg
Bilirubin	mg/dL	Glasgow Coma Scale	Score
Creatinine	mg/dL	Mechanical Respiration	Categorical
Chloride	mEq/L	Coagulation	× 10³/µL
Hematocrit	%	Liver	Categorical
Hemoglobin	g/dL	Cardiovascular	Categorical from mmHg
Lactate	mEq/L	Central Nervous System	Score
Platelet	10⁹/L	Renal	Categorical from mg/dL