Evaluation

Recall

Recall is the fraction of actual positives that the system finds.

Said yesSaid noActual yesTP 80FN 20Actual noFP 40TN 860Recall = 80 / (80 + 20) = 0.80.
Recall is the fraction of actual positives that the system finds. Values shown in the worked visual are illustrative unless the labels state otherwise.

How it works

It answers how much of the positive class was recovered. Recall matters when missed positives are costly.

A concrete example

Illustrative: 72 true positives and 8 false negatives give recall 72/80 = 0.90.

Do not confuse it with Precision

recall measures coverage of positives; precision measures purity of positive predictions.

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