Gene-Based Multiclass Cancer Diagnosis with Class-Selective Rejections

Table 4

Prediction errors of the proposed classifier, mean and median values of the 𝟓 classifiers prediction errors according to [1] with 100 informative selected genes.

		𝐹	𝐵	𝑊	𝑊^∗	𝐶	𝐻
Leukemia	Proposed algorithm	5	2	3	3	4	6
	Mean	3.4	3.0	3.0	3.0	3.2	3.0
	Median	3	3	4	3	3	3
Ovarian	Proposed algorithm	0	0	0	0	0	0
	Mean	0.2	0.0	0.0	0.0	0.0	0.0
	Median	0	0	0	0	0	0
NCI	Proposed algorithm	33	21	26	25	26	36
	Mean	33.0	22.6	23.8	25.2	25.2	31.6
	Median	33	22	25	26	26	31
Lung cancer	Proposed algorithm	11	10	11	11	11	13
	Mean	12.2	12.2	11.4	12.2	12.2	15.8
	Median	12	12	11	11	11	14
Lymphoma	Proposed algorithm	16	16	11	10	11	17
	Mean	21.8	19.2	13.0	13.8	14.4	18.2
	Median	17	16	12	12	12	18