Gene-Based Multiclass Cancer Diagnosis with Class-Selective Rejections

Table 3

Prediction errors of the proposed classifier, mean and median values of the 𝟓 classifiers prediction errors according to [1] with 50 informative selected genes.

		𝐹	𝐵	𝑊	𝑊^∗	𝐶	𝐻
Leukemia	Proposed algorithm	4	3	5	5	3	2
	Mean	3.4	2.4	2.8	2.8	3.2	3.0
	Median	3	2	3	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	31	26	27	27	27	33
	Mean	36.0	32.0	27.4	26.0	27.0	35.4
	Median	35	29	27	27	27	35
Lung cancer	Proposed algorithm	14	16	16	16	16	15
	Mean	17.6	17.0	17.6	17.6	18.0	18.0
	Median	17	17	18	18	18	18
Lymphoma	Proposed algorithm	18	16	9	10	9	15
	Mean	23.8	19.8	14.0	14.0	12.8	22.0
	Median	23	19	12	12	13	20