Metrics for Machine Learning

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)¶