Table 5 Comparison of %Accuracy obtained by DualAutoELM and DualAutoMLP model with or without data augmentation.
Dataset | Data augmentation | DualAutoELM | DualAutoMLP |
|---|---|---|---|
ISIC-2017 | No | 85.05 | 83.43 |
Yes | 86.68 | 84.55 | |
HAM10000 | No | 94.14 | 93.09 |
Yes | 97.66 | 95.01 |
Dataset | Data augmentation | DualAutoELM | DualAutoMLP |
|---|---|---|---|
ISIC-2017 | No | 85.05 | 83.43 |
Yes | 86.68 | 84.55 | |
HAM10000 | No | 94.14 | 93.09 |
Yes | 97.66 | 95.01 |