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Table 2 Rat blood mRNA expression 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 0.9113 0.2625 6
RF 0.8493 0.2406 453
RKNN 0.7645 0.0798 30
SVM 0.7034 0.2786 2
SVM 0.7858 0.2061 4
SVM 0.8031 0.2230 8
SVM 0.8284 0.3299 16
SVM 0.8438 0.3795 32
SVM 0.8428 0.4268 64