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Table 28 Results of LR with CoClust for MIMIC-III

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

 

Accuracy

AUROC

Clayton Copula

Cluster 1

0.704

0.801

Cluster 2

0.702

0.800

Cluster 3

0.693

0.798

Cluster 4

0.689

0.789

Cluster 5

0.690

0.799

Cluster 6

0.692

0.799

Cluster 7

0.688

0.788

Frank Copula

Cluster 1

0.704

0.801

Cluster 2

0.689

0.799

Cluster 3

0.709

0.800

Cluster 4

0.690

0.799

Cluster 5

0.692

0.799

Cluster 6

0.688

0.789

Cluster 7

0.687

0.788