Evaluation & Reliability
F1 Score
The harmonic mean of precision and recall. For binary positive-class counts, F1 = 2TP/(2TP + FP + FN). It summarizes two aspects of positive detection but does not include true negatives or automatically reflect business error costs.
Reviewed
Sources
Member lesson
The definition and sources are public. The complete practical lesson is for members.