F1 Score

F1-score is the harmonic mean of Precision and Recall

F1-Score

$F 1 = \frac{2 * P r e c i s i o n * R e c a l l}{P r e c i s i o n + R e c a l l}$

We take harmonic score instead of arithmetic as harmonic score punishes the class imbalance.

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