Table 5 Confusion matrix for PH2 dataset
Confusion Matrix: Proposed features fusion and selection | Â | |||
Class | Tested images | Melanoma | Benign | Caricinoma |
Melanoma | 20 | 92.5% | 7.5% | Â |
Benign | 40 | 2.5% | 97.5% | Â |
Caricinoma | 40 | Â | Â | 100% |
Confusion matrix: Harlick features | Â | |||
Class | Total Images | Melanoma | Benign | Caricinoma |
Melanoma | 20 | 57.5% | 35% | 7.5% |
Benign | 40 | 8.8% | 68.8% | 22.5% |
Caricinoma | 40 | 3.8% | 13.8% | 82.5% |
Confusion matrix: HOG features | Â | |||
Class | Total Images | Melanoma | Benign | Caricinoma |
Melanoma | 20 | 70% | 30% | - |
Benign | 40 | 10% | 88.8% | 1.3% |
Caricinoma | 40 | - | - | 100% |
Confusion matrix: Color features | Â | |||
Class | Total Images | Melanoma | Benign | Caricinoma |
Melanoma | 20 | 95% | 5.0% | - |
Benign | 40 | 3.8% | 95% | 1.3% |
Caricinoma | 40 | 1.3% | 5.0% | 93.8% |