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Problem 20 - Entrance Test
Which statement about ROC curves is correct?
A. They plot precision vs recall
B. They are insensitive to class imbalance
C. They require probabilistic outputs
D. They cannot be used for multi-class
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Correct: B
ROC curves plot true positive vs false positive rates at various thresholds; because they use rates, they are insensitive to class proportions.