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liq [111]
3 years ago
15

What are some of the advantages of using the F measure (weighted harmonic mean) over using the Precision & Recall when evalu

ating an IR system performance? (list at least two advantages)
Computers and Technology
1 answer:
Art [367]3 years ago
6 0

Answer and Explanation:

Some of the advantages of using the F measure (weighted harmonic mean) over using the Precision & Recall when evaluating an IR system performance are as follows-

  • Precision quantifies the number of positive class predictions that actually belong to the positive class.
  • Recall quantifies the number of positive class predictions made out of all positive examples in the dataset.
  • F-Measure provides a single score that balances both the concerns of precision and recall in one number.
  • A measure that combines precision and recall is the harmonic mean of precision and recall, the traditional F-measure or balanced F-score:

F=2((precision.recall)/(precision+recall))

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