Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › Artificial Intelligence › Machine Learning & Data › Classification

F1 score

concept · part of Classification

Harmonic mean of precision and recall; balanced metric for imbalanced datasets.

F1 = 2 * (Precision * Recall) / (Precision + Recall).

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