Table 5 Comparison of %Accuracy obtained by DualAutoELM and DualAutoMLP model with or without data augmentation.

From: Skin cancer detection through attention guided dual autoencoder approach with extreme learning machine

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