Research Article
Thermography as an Economical Alternative Modality to Mammography for Early Detection of Breast Cancer
Table 4
Results of classification of benign/malignant cases using Gabor features and SVM classifier.
| Iterations | Sensitivity | Specificity | Accuracy (%) | Error rate (%) | Precision | MCC | F-score |
| 1 | 1 | 1 | 100 | 0 | 1 | 1 | 1 | 2 | 1 | 0.875 | 93.75 | 6.25 | 0.8889 | 0.875 | 0.9412 | 3 | 1 | 0.75 | 87.50 | 0.125 | 0.8 | 0.75 | 0.889 | 4 | 1 | 0.75 | 87.50 | 0.125 | 0.8 | 0.75 | 0.889 | 5 | 1 | 0.875 | 93.75 | 6.25 | 0.8889 | 0.875 | 0.9412 | 6 | 1 | 0.875 | 93.75 | 6.25 | 0.8889 | 0.875 | 0.9412 | Maximum | 1 | 1 | 100 | 6.25 | 1 | 1 | 1 | Minimum | 1 | 0.75 | 87.50 | 0 | 0.8 | 0.75 | 0.889 | | 1 | 0.8542 | 92.7083 | 3.1667 | 0.8778 | 0.8542 | 0.9336 | 0 | 0.0941 | 4.7048 | 3.3779 | 0.0740 | 0.0941 | 0.0414 |
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