Robust Framework to Combine Diverse Classifiers Assigning Distributed Confidence to Individual Classifiers at Class Level

Table 8

Confusion matrices of (a) Adaboost, (b) Bagging, (c) RSM, and (d) proposed approach using Satimage dataset.

(a)

	363	0	22	2	4	69
	13	177	0	2	13	6
	2	0	394	5	0	6
	4	0	60	14	0	110
	30	2	1	3	137	39
	1	0	17	11	2	421

(b)

	446	1	9	0	4	0
	0	206	0	3	1	1
	2	2	391	10	0	2
	2	1	34	120	1	30
	9	2	0	0	188	13
	0	2	6	21	5	418

(c)

	450	1	9	0	0	0
	0	255	0	2	3	1
	1	3	390	8	0	5
	1	1	34	120	1	30
	13	2	0	1	177	19
	0	1	7	27	4	413

(d)

	448	2	10	0	0	0
	1	204	0	1	5	0
	1	0	393	8	4	1
	1	0	12	153	14	8
	1	0	1	6	202	2
	0	1	3	11	23	414