Gene-Based Multiclass Cancer Diagnosis with Class-Selective Rejections

Table 8

Confusion matrix of the 50 𝑊^∗ lung cancer problem with class-selective rejection using cost matrix defined in Table 7. Total of misclassified is equal to 10, total of partially and totally rejected samples is equal to 8.

		Patient class
		Normal	SCLC	LCLC	SCC	AC2	AC3	AC1
	Normal	6	0	0	0	0	0	0
	SCLC	0	3	0	0	0	0	0
	LCLC	0	0	3	0	0	4	0
	SCC	0	0	0	16	0	2	0
Predicted decision	AC2	0	0	0	0	4	0	0
	AC3	0	0	0	0	1	3	0
	AC1	0	0	1	0	1	1	20
	{LCLC, SCC, AC3 }	0	0	1	0	0	2	0
	All tumors	0	2	0	0	1	1	1
	All classes	0	0	0	0	0	0	0