Fig. 10
From: A novel two-way rebalancing strategy for identifying carbonylation sites
Classification performance of our approach (using Gan), an alternative strategy using random undersampling, and an alternative strategy using SMOTE-based oversampling with increasing imbalance ratio. a–c, AUC a, Spe b and Sen c, with using random undersampling plus Gan-based oversampling (blue color), using attention-based undersampling plus SMOTE-based oversampling (orange)) and ours that employs attention-based undersampling plus Gan-based oversampling (red)