Table 3.
Result analysis of CIMDC-DI technique on ISIC 2017 dataset.
| Class labels | Accuracy | Precision | Recall | F-score |
|---|---|---|---|---|
| Training (70%) | ||||
| Melanoma | 96.79 | 99.26 | 94.41 | 96.77 |
| Benign | 96.79 | 94.44 | 99.27 | 96.80 |
| Average | 96.79 | 96.85 | 96.84 | 96.79 |
|
| ||||
| Testing (30%) | ||||
| Melanoma | 97.50 | 98.21 | 96.49 | 97.35 |
| Benign | 97.50 | 96.88 | 98.41 | 97.64 |
| Average | 97.50 | 97.54 | 97.45 | 97.49 |