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Table 5 Number of clusters chosen by the benchmarked algorithms on ten multi-omics cancer datasets

From: Data integration by fuzzy similarity-based hierarchical clustering

 

AML

BIC

COAD

GBM

KIRC

LIHC

LUSC

SKCM

OV

SARC

Means

FH-Clust

4

2

2

3

2

2

3

2

10

3

3,3

Crisp H-Clust

2

2

2

2

2

2

2

2

2

2

2

K-means

5

2

2

5

2

2

2

2

2

2

2,6

Spectral

9

3

2

5

2

2

2

2

4

2

3,3

LRAcluster

3

2

2

2

9

2

2

2

2

3

2,9

PINS

4

2

4

2

2

5

3

15

2

5

4,4

SNF

4

2

3

2

4

2

2

3

3

3

2,8

MCCA

3

2

7

2

3

2

2

6

2

2

3,1

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BMC Bioinformatics

ISSN: 1471-2105

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