Handling Class Imbalance with R and Caret – Caveats when using the AUC
In my last post, I went over how weighting and sampling methods can help to improve predictive performance in the case of imbalanced classes. I also included an applied example with a simulated dataset that used the area under the ROC curve (AUC) as th... [Read more...]