Table 4.
Result analysis of CIMDC-DI technique on ISIC 2020 dataset.
| Class labels | Accuracy | Precision | Recall | F-score |
|---|---|---|---|---|
| Training (70%) | ||||
| Melanoma | 93.14 | 94.80 | 91.62 | 93.18 |
| Benign | 93.14 | 91.53 | 94.74 | 93.10 |
| Average | 93.14 | 93.16 | 93.18 | 93.14 |
|
| ||||
| Testing (30%) | ||||
| Melanoma | 96.00 | 97.10 | 94.37 | 95.71 |
| Benign | 96.00 | 95.06 | 97.47 | 96.25 |
| Average | 96.00 | 96.08 | 95.92 | 95.98 |