ML functional performance metrics · Question 3 of 60

How is accuracy calculated?

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Answer

  • B (TP + TN) / (TP + TN + FP + FN) × 100%

Explanation

Accuracy measures the percentage of all correct classifications: (TP + TN) / (TP + TN + FP + FN) × 100%. TP / (TP + FP) is precision, TP / (TP + FN) is recall, and the last expression is the F1-score.

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