Skip to main content

Table 20 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

0.8815

11.85

0.878

Cluster 2

0.8789

12.11

0.873

Cluster 3

0.8800

12.00

0.878

Cluster 4

0.8788

12.12

0.873