Question: Which metric would be most useful for evaluating a model in a highly imbalanced dataset?

Options:

1. Accuracy
2. F1 Score
3. Mean Absolute Error
4. Root Mean Squared Error

Correct Answer: F1 Score

Solution:

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