Thermography as an Economical Alternative Modality to Mammography for Early Detection of Breast Cancer

Table 6

Classification of benign and malignant using different combining methods of ensemble classifiers [29].

Iterations	1	2	3	4	5	6	7
Majority Voting	0.8573	0.7800	0.8469	0.8377	0.7244	0.7429	0.8099	0.7999  0.052
Maximum	0.7609	0.6558	0.7614	0.7892	0.6885	0.7636	0.7810	0.7429  0.050
Sum	0.8573	0.7800	0.8469	0.8377	0.7244	0.7429	0.8099	0.7999  0.052
Minimum	0.7707	0.6852	0.7233	0.7892	0.6797	0.7832	0.7712	0.7432  0.046
Average	0.8573	0.7800	0.8469	0.8377	0.7244	0.7429	0.8099	0.7999  0.052
Product	0.7707	0.6852	0.7233	0.7892	0.6797	0.7832	0.7712	0.7432  0.046
Bayes	0.8382	0.8279	0.7794	0.7887	0.7914	0.7914	0.7903	0.8010  0.022
Decision Template	00.8671	0.8094	0.8660	0.8377	0.7614	0.7919	0.8099	0.8205  0.038
Dempster–Shafer	0.8573	0.8094	0.8660	0.8377	0.7712	0.7919	0.8099	0.8205  0.034