Research Article
[Retracted] Diagnosis of Melanoma Using Deep Learning
Table 5
Random forest results using SMOTE + ENN.
| Selector | Accuracy | Precision | Sensitivity | Specificity | F-value | K-index |
| R | 0.8333 | 0.586 | 0.825 | 0.8417 | 0.6762 | 0.5753 | ±0.0567 | ±0.1184 | ±0.1208 | ±0.0730 | ±0.0879 | ±0.1214 |
| RankSearch | 0.9 | 0.7397 | 0.8167 | 0.9208 | 0.7671 | 0.7045 | ±0.0351 | ±0.1134 | ±0.1097 | ±0.0469 | ±0.0292 | ±0.0903 |
| PSO | 0.8733 | 0.67 | 0.8083 | 0.8896 | 0.7215 | 0.6421 | ±0.0387 | ±0.1321 | ±0.1043 | ±0.0573 | ±0.0706 | ±0.0929 |
| GS | 0.92 | 0.7433 | 0.925 | 0.9188 | 0.8221 | 0.7715 | ±0.0189 | ±0.0484 | ±0.0730 | ±0.0229 | ±0.0413 | ±0.0527 |
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