i have an imbalance data set and I used smote to oversample the minority class and undersample the majority class. now, I want to check the test AUC using predict_proba of the model.
I have two questions: 1. Do I have to correct the probability if I am comparing AUCs? 2. How can I correct it (a combination of undersampling and oversampling!)