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What does a high value of AUC-ROC indicate?

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Question: What does a high value of AUC-ROC indicate?

Options:

  1. Poor model performance
  2. Model is overfitting
  3. Good model discrimination
  4. Model is underfitting

Correct Answer: Good model discrimination

Solution:

A high value of AUC-ROC indicates good model discrimination ability between positive and negative classes.

What does a high value of AUC-ROC indicate?

Practice Questions

Q1
What does a high value of AUC-ROC indicate?
  1. Poor model performance
  2. Model is overfitting
  3. Good model discrimination
  4. Model is underfitting

Questions & Step-by-Step Solutions

What does a high value of AUC-ROC indicate?
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