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Table 24 Results of GB with hierarchical 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

Hierarchical

Cluster 1

0.711

28.89

0.811

Cluster 2

0.7054

29.46

0.809

Cluster 3

0.6987

30.13

0.809

Cluster 4

0.7048

29.52

0.809

Cluster 5

0.6994

30.06

0.809