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Table 4 Human lymphoblastoid 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

0.5468

0.2017

7

RF

0.8678

0.1795

4417

RKNN

0.5048

0.1539

50

SVM

0.4439

0.2382

4

SVM

0.5136

0.2921

8

SVM

0.5795

0.2678

16

SVM

0.6507

0.2846

32

SVM

0.7547

0.3441

64