Research Article
[Retracted] Diagnosis of Melanoma Using Deep Learning
Table 4
Random forest results without the use of SMOTE + ENN.
| Selector | Accuracy | Precision | Sensitivity | Specificity | F-value | K-index |
| R | 0.8933 | 0.797 | 0.6833 | 0.9458 | 0.7163 | 0.6568 | ±0.0344 | ±0.1512 | ±0.1511 | ±0.0512 | ±0.0924 | ±0.1084 |
| RankSearch | 0.9033 | 0.8319 | 0.6667 | 0.9625 | 0.7379 | 0.6768 | ±0.0205 | ±0.1111 | ±0.0556 | ±0.0274 | ±0.0459 | ±0.0585 |
| PSO | 0.9083 | 0.8353 | 0.7083 | 0.9583 | 0.7512 | 0.6967 | ±0.0196 | ±0.1124 | ±0.1318 | ±0.0340 | ±0.0694 | ±0.0757 |
| GS | 0.9283 | 0.8688 | 0.7833 | 0.9646 | 0.8082 | 0.7656 | ±0.0261 | ±0.1037 | ±0.1480 | ±0.0326 | ±0.0899 | ±0.1004 |
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