Fig 6. Micro ROC curves for EfficientNet-b2 model using the basic scheme and the proposed pre-processing method.

The proposed method improved the AUC by more than 5%. The mean and the standard deviation were given through 5-fold cross validation. ROC, receiver operating characteristic; AUC, area under the curve.