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Table 3 Rand score (highest values are highlighted as bold faces)

From: 2D–EM clustering approach for high-dimensional data through folding feature vectors

Method

SRBCT

ALL

MLL

ALL subtype

GCM

Lung cancer

K-means

0.58

0.53

0.78

0.64

0.84

0.72

CLink

0.30

0.49

0.54

0.52

0.71

0.70

ALInk

0.30

0.56

0.35

0.51

0.38

0.71

Ward-Link

0.44

0.56

0.78

0.53

0.84

0.80

Weighted-Link

0.30

0.52

0.51

0.52

0.61

0.71

Mlink

0.30

0.55

0.35

0.48

0.54

0.71

Spectral Clustering

0.39

0.51

0.56

0.63

0.55

0.71

NNMF Clustering

0.66

0.50

0.74

0.64

0.83

0.63

Mclust

0.51

0.50

0.61

0.30

0.83

0.57

2D–EM

0.65

0.62

0.80

0.78

0.87

0.84