The Complete Guide to AUC and Average Precision
Simulations and Visualizations
Published in
10 min readJul 14, 2020
This post offers the clearest explanation on the web for how the popular metrics AUC (AUROC) and average precision can be used to understand how a classifier performs on balanced data, with the next post focusing on imbalanced data. This post includes numerous simulations and AUROC/average precision plots for classifiers with…