Metrics for Machine Learning Jan 01, 2020 Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement! Accuracy Precision/Recall F1 Matthrews Correlation Coefficient (MCC) ROC/AUC Mean Absolute Error (MAE) Mean Squared Error (MSE) Root-mean-square Error (RMSE)