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

Journal of Big Data

Table 10 K-means clustering results for MIMIC-III dataset

K-means Clustering
Cluster 1	Cluster 2	Cluster 3	Cluster 4
Hematocrit	Heart Rate	Age	Immature Neutrophil Cells
Hemoglobin	Systolic Blood Pressure	Gender	Dobutamine
International Normalized Ratio	Diastolic Blood Pressure	Temperature
Norepinephrine	Mean Arterial Pressure	Bicarbonate
Epinephrine	Respiration	Chloride
Liver	SpO₂	Lactate
	Glucose	Sodium
	Albumin	Dopamine
	Bilirubin	Mechanical Respiration
	Creatinine	Coagulation
	Platelet	Cardiovascular
	Potassium	Central Nervous System
	Partial Thromboplastin Time
	Prothrombin Time
	Blood Urea Nitrogen
	White Blood Cells
	Urine Output
	PaO₂/FiO₂
	Glasgow Coma Scale
	Renal