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

Table 4

Classification accuracies of competitors using different number of training iterations.

Dataset	Adaboost			Bagging			RSM
	Iter = 50	Iter = 100	Iter = 150	Iter = 50	Iter = 100	Iter = 150	Iter = 50	Iter = 100	Iter = 150
IRIS	100	97.8	97.8	100	97.8	100	100	100	100
DiaretDB	91.92	92.35	92.35	97.68	97.9	97.68	97.24	97.1	97
Satimage	76.1	77.1	78.1	91.25	91.5	91.7	90.99	90	90
Heart	67.5	67.5	66.3	62.5	62.5	63.8	68.8	68.8	68.8
Pima Indian Diabetes	75.37	74.08	76.53	77.48	77.51	78.01	76.34	77.6	76.34
German	72	72.33	71.1	73.1	72.4	72.67	72.7	72.3	72