Ben Chuanlong Du's Blog

It is never too late to learn.

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)

Comments