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Table 5 Comparative ΣNSE values

From: Analyzing miRNA co-expression networks to explore TF-miRNA regulation

Methods

Schizophrenia dataset

Tissue-specific dataset

Stem cell dataset

K-means

0.9

780.95

5.94E7

Average linkage (UPGMA)

0.81

2069.49

6.62E7

Complete linkage

0.7

1975.34

4.67E7

DIANA

0.71

2107.95

5.02E7

Fanny

0.67

1558.66

4.45E7

SOM

1.22

1126.4

2.46E8

Iclust

12.8

1470.83

1.19E8

SiMM-TS

23.71

1666.38

1.17E8

Proposed

0.64

763.31

4.55E7

  1. ΣNSE values computed for different clustering solutions and for the solution derived by applying the proposed method.