Table 2.
Result analysis of CIMDC-DI technique on ISIC 2016 dataset
| Class labels | Accuracy | Precision | Recall | F-score |
|---|---|---|---|---|
| Training (70%) | ||||
| Melanoma | 97.78 | 97.62 | 97.62 | 97.62 |
| Benign | 97.78 | 97.92 | 97.92 | 97.92 |
| Average | 97.78 | 97.77 | 97.77 | 97.77 |
|
| ||||
| Testing (30%) | ||||
| Melanoma | 94.29 | 97.06 | 91.67 | 94.29 |
| Benign | 94.29 | 91.67 | 97.06 | 94.29 |
| Average | 94.29 | 94.36 | 94.36 | 94.29 |