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Table 3 Human cancer 10 rep, 5-fold CV

From: Multi-class computational evolution: development, benchmark evaluation and application to RNA-Seq biomarker discovery

Algorithm

Accuracy

Tanimoto Distance

Number of Selected Genes

CES

0.8506

0.0957

8

RF

0.9933

0.2737

8188

RKNN

0.9927

0.9441

19381

SVM

0.8853

0.2785

4

SVM

0.9803

0.4454

8

SVM

0.9980

0.4739

16

SVM

0.9987

0.5215

32

SVM

1

0.5774

64

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BioData Mining

ISSN: 1756-0381