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Table 6 Cluster-wise mutual information of K-means clustering.

From: Combining Shapley value and statistics to the analysis of gene expression data in children exposed to air pollution

Procedure

clusters

size

CMI score

CASh

cluster 1

28

0.2369

 

cluster 2

18

0.2943

 

cluster 3

1

0.0255

t-test

cluster 1

25

0.2825

 

cluster 2

19

0.2922

 

cluster 3

3

0.0733

  1. Cluster-wise mutual information (CMI) scores computed on clusters of subjects as provided by K-means with K = 3 (genes selected by CASh and t-test at p < 0.01).