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Table 16 Results of RF with K-means clustering for MIMIC-III

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

 

Accuracy

OOB error rate (%)

AUROC

K-means

Cluster 1

0.7589

24.11

0.849

Cluster 2

0.7601

23.99

0.850

Cluster 3

0.7621

23.79

0.850

Cluster 4

0.7598

24.02

0.849