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Proposed multiple skin lesion type classification results using HAM10000 dataset. Best values are shown in bold.
| Classifier | Performance Measures | |||
|---|---|---|---|---|
| Accuracy (%) | Sensitivity (%) | FNR (%) | Prediction Time (s) | |
| Naïve Bayes | 81.34 | 81.24 | 18.66 | 157.3042 |
| ELM | 84.92 | 84.90 | 15.08 | 138.5049 |
| KELM | 90.67 | 90.20 | 9.33 | 133.4406 |
| MSVM | 85.50 | 85.42 | 14.50 | 121.5200 |
| Fine KNN | 82.08 | 82.00 | 17.92 | 139.3896 |
