Research Article
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 |
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