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Table 1 ARI results for the simulation study on hierarchical clustering

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

 

Global Consensus

Consensus Group 1

Consensus Group 2

Consensus Group 3

MFA combination

Class. 1

0.51

1

0.01

0.04

Class. 2

0.34

0.02

1

0.03

Class. 3

0.22

0.01

0.02

1

Kernel combination

Class. 1

0.24

0.98

0.01

0.04

Class. 2

0.25

0.01

1

0.01

Class. 3

0.61

0.01

0.01

1

  1. Maximum ARI (Adjusted Rand Index) between each tree and simulated classification, for the MFA combination and kernel combination consensus trees. Bold font indicates the maximum ARI compared to the simulated classification, for each consensus tree