A Cancer Gene Selection Algorithm Based on the K-S Test and CFS

Table 4

The comparisons in CFS, mRMR, and ReliefF algorithms.

Dataset	Gene selection method
	CFS		mRMR		ReliefF
	The number of genes	Accuracy	The number of genes	Accuracy	The number of genes	Accuracy
Breast cancer	11.7	87.4	10.4	85.6	15.9	59.5
Lung cancer	23.2	91.6	25.7	88.4	26.7	87.6
Colon tumor	10.7	90.1	12.6	86.4	15.3	84.8
Ovarian cancer	33.2	98.5	31.5	95.6	37.4	93.2
Leukemia	25.2	99.6	2.5	99.6	16.4	77.6