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We often use the area under the ROC curve to assess the classifier. If this area is 0.50, then what does this indicate? O

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We often use the area under the ROC curve to assess the classifier. If this area is 0.50, then what does this indicate? O The probability that the classifier correctly predicts is 0.50. O The classifier is the same as flipping a coin; hence, the outcome may be random. O The classifier can perfectly classify the outcome. O The classifier performs fairly well.

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