What metric would be more appropriate to use when the classes in a classification problem are imbalanced?

  • Accuracy
  • F1 Score
  • Mean Absolute Error
  • Root Mean Square Error
When dealing with imbalanced classes, the F1 Score is a more appropriate metric. It considers both precision and recall, making it suitable for situations where one class is significantly more prevalent than the other.
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