What is the F1 score, how is it calculated, and when is it the appropriate metric to use? What are its limitations?

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The F1 score is a metric that combines precision and recall into a single number. It provides a balanced measure of classification performance that accounts for both false positives and false negatives. The F1 score is calculated as the harmonic mean of precision and recall.