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Table 27 Results of RF with hierarchical clustering for SMS Spam Collection

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

 

Accuracy

OOB error rate (%)

AUROC

Hierarchical

Cluster 1

0.8101

18.99

0.883

Cluster 2

0.7989

20.11

0.879

Cluster 3

0.8005

19.95

0.881

Cluster 4

0.7980

20.20

0.879