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Table 2 Comparative analysis of obtained sample classification outputs applied on original and reduced gene space

From: Multi-view feature selection for identifying gene markers: a diversified biological data driven approach

Data sets

# of genes (features)

# of samples

Silhouette

DB

Dunn

Prostate

12,555 (original)

102

0.352

0.835

0.779

45 (reduced)

0.3921

0.8243

0.791

DLBCL

7070 (original)

77

0.357

0.776

0.716

37 (reduced)

0.3772

0.779

0.725

Child ALL

8280 (original)

110

0.322

0.723

0.713

33 (reduced)

0.339

0.721

0.7131

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BMC Bioinformatics

ISSN: 1471-2105

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