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

Table 7 CES single rep, 5-fold CV performance with 10 day run - time

Pareto Level	Accuracy	Tanimoto Distance	Avg number of Selected Genes	Avg Number of Classifiers
9	0.9113	0.1080	6	5
8	0.9145	0.0863	7	9.4
7	0.9244	0.0713	7	23
6	0.9244	0.0742	7	46
5	0.9244	0.0605	9	92
4	0.9244	0.0846	9	179
3	0.9078	0.0697	10	351
2	0.9045	0.0911	9	672
1	0.8850	0.0800	8	1263

ISSN: 1756-0381