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Journal of Big Data

Table 23 Results of GB 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

0.7479

25.21

0.839

Cluster 2

0.7591

24.09

0.850

Cluster 3

0.7541

24.59

0.849

Cluster 4

0.7588

24.12

0.850

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