Thanks for the helpful feedback and suggestions! I agree that we could benefit from better standard metrics for evaluating classifiers in the consequential-rare-events regime, and I like your suggestions. Below is the headline plot from the post you referenced, but with ROC in log-log (nice idea), and also the TPR table for the FPR thresholds you suggested.
Thanks for the helpful feedback and suggestions! I agree that we could benefit from better standard metrics for evaluating classifiers in the consequential-rare-events regime, and I like your suggestions. Below is the headline plot from the post you referenced, but with ROC in log-log (nice idea), and also the TPR table for the FPR thresholds you suggested.