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Which metric is best suited for imbalanced datasets?

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Question: Which metric is best suited for imbalanced datasets?

Options:

  1. Accuracy
  2. F1 Score
  3. Mean Squared Error
  4. Log Loss

Correct Answer: F1 Score

Solution:

The F1 Score is more informative than accuracy for imbalanced datasets as it considers both false positives and false negatives.

Which metric is best suited for imbalanced datasets?

Practice Questions

Q1
Which metric is best suited for imbalanced datasets?
  1. Accuracy
  2. F1 Score
  3. Mean Squared Error
  4. Log Loss

Questions & Step-by-Step Solutions

Which metric is best suited for imbalanced datasets?
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