ML Notes : Precision vs Recall (true positive rate)

Precision is a counterpart to Recall(true positive rate) in the following sense: while true positive rate is the proportion of predicted positives among the actual positives, precision is the proportion of actual positives among the predicted positives.

Peter Flach.