Table 13 Performance of multiple models on the HAM10000 validation dataset.
From: Boosting skin cancer diagnosis accuracy with ensemble approach
Model | Accuracy (%) | Recall (%) | Precision (%) | F1-score (%) |
|---|---|---|---|---|
RF | 83.61 | 88.32 | 81.35 | 84.69 |
SVM | 86.20 | 73.74 | 84.06 | 78.56 |
MLPN | 87.64 | 88.36 | 89.33 | 88.84 |
MV | 94.70 | 93.23 | 92.54 | 92.88 |
