Table 6 Analysis of DL based on Multiclass classification.
From: Deep learning model for hair artifact removal and Mpox skin lesion analysis and detection
Models | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|
LR | 0.8864 ± 0.0028 | 0.8604 ± 0.0032 | 0.8748 ± 0.0041 | 0.8675 ± 0.0032 |
DNN | 0.8977 ± 0.0033 | 0.8693 ± 0.0055 | 0.8890 ± 0.0029 | 0.8790 ± 0.0040 |
MLP | 0.7197 ± 0.0025 | 0.6364 ± 0.0045 | 0.6730 ± 0.0039 | 0.6542 ± 0.0034 |
AE | 0.8335 ± 0.0020 | 0.7870 ± 0.0029 | 0.8158 ± 0.0030 | 0.8011 ± 0.0024 |
CNN | 0.9021 ± 0.0039 | 0.8941 ± 0.0047 | 0.8778 ± 0.0049 | 0.8859 ± 0.0046 |
