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

Table 5

The comparisons in K-S test-CF, K-S, CFS, mRMR, and ReliefF algorithms.

Dataset	Gene selection method
	k-S test- CFS		CFS		k-S test		mRMR		ReliefF
	The number of genes	Accuracy	The number of genes	Accuracy	The number of genes	Accuracy	The number of genes	Accuracy	The number of genes	Accuracy
Breast cancer	11.7	87.4	19.6	80.5	22.5	78.8	21.8	82.4	15.9	59.4
Lung cancer	23	91.6	27.3	88.9	33.4	80.6	289	89.8	33.6	84.7
Colon tumor	10.7	90.1	6.8	89.7	19.4	84.5	5.9	89.7	15	74.9
Ovarian cancer	33.2	98.5	31.6	95.3	46	78.9	32.7	95.2	39.6	90.6
Leukemia	25.2	79.6	33.3	78.9	38.7	72.7	28.6	75.7	36.4	77.6