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F1 score

Jul 18, 2024

math

The F-score represents a test’s accuracy. It’s computed by taking the Harmonic Mean of the Precision and Recall.

F1=21Precision+1RecallF_1 = \frac{2}{\frac{1}{Precision}+\frac{1}{Recall}}

The result will be between 0.00.0 (meaning being completely inaccurate) and 1.01.0 (meaning being completely perfect).

References

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