Random KNN feature selection - a fast and stable alternative to Random Forests

BMC Bioinformatics

Table 8 Average gene set size and standard deviation, Group II

Dataset	p* c/n	Mean Feature Set Size			Standard Deviation
		RF	R1NN	R3NN	RF	R1NN	R3NN
Lymphoma	195	75	114	103	30	49	44
Leukemia	161	2	28	36	0	22	18
Breast.3.Class	154	47	43	36	35	23	8
SRBCT	147	49	65	64	50	8	9
Shipp	142	13	46	48	23	9	6
Breast.2.Class	126	32	23	15	29	16	10
Prostate	118	16	32	15	10	10	11
Khan	111	17	67	36	5	11	14
Colon	65	21	37	36	18	5	5
Average		30	51	43	22	17	14

ISSN: 1471-2105