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Table 2 Results on network simulations—comparison between consensus networks by groups found with MFA hierarchical clustering of networks

From: A unified framework for the integration of multiple hierarchical clusterings or networks from multi-source data

 

Net_1

Net_2

Net_3

Net_4

Net_5

Net_6

Net_7

Net_8

Net_9

Consensus 1

tpr

0.85

0.84

0.84

0.27

0.27

0.26

0.30

0.29

0.29

fpr

0.05

0.05

0.05

0.24

0.24

0.24

0.24

0.24

0.24

tdr

0.85

0.86

0.86

0.33

0.33

0.32

0.24

0.24

0.23

Consensus 2

tpr

0.32

0.33

0.32

0.87

0.87

0.87

0.33

0.32

0.33

fpr

0.30

0.30

0.30

0.06

0.06

0.06

0.30

0.30

0.30

tdr

0.26

0.27

0.26

0.85

0.86

0.86

0.21

0.21

0.21

Consensus 3

tpr

0.22

0.23

0.22

0.20

0.21

0.20

0.79

0.80

0.81

fpr

0.18

0.17

0.18

0.18

0.18

0.18

0.04

0.03

0.03

tdr

0.29

0.31

0.30

0.33

0.34

0.33

0.84

0.86

0.85

  1. The consensus networks found with Kernels combination results are identical