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

Table 2 Rat blood mRNA expression 10 rep, 5-fold CV

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

ISSN: 1756-0381