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In classification tasks, what does precision measure?

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Question: In classification tasks, what does precision measure?

Options:

  1. True positives over total positives
  2. True positives over total predicted positives
  3. True positives over total actual positives
  4. True negatives over total negatives

Correct Answer: True positives over total predicted positives

Solution: 

Precision measures the ratio of true positives to the total predicted positives, indicating the accuracy of positive predictions.

In classification tasks, what does precision measure?

Practice Questions

Q1
In classification tasks, what does precision measure?
  1. True positives over total positives
  2. True positives over total predicted positives
  3. True positives over total actual positives
  4. True negatives over total negatives

Questions & Step-by-Step Solutions

In classification tasks, what does precision measure?
  • Precision – Precision is the ratio of true positives to the sum of true positives and false positives, reflecting the accuracy of positive predictions in a classification task.
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