Copy of Basic Machine Learning Metrics

Name
Definition
Precision

accuracy of the positive predictions

Recall

rate at which true positives were correctly labeled.

F-Score

harmonic mean of the precision and recall

AUROC

metric of discrimination between the positive and negative classes

Sensitivity

True positive rate (same as recall)

Specificity

True negative rate