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Explain ROC curve. What does AUC represent?

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  • Explain ROC curve. What does AUC represent?
  • How would you describe an ROC curve and what does AUC indicate in this context?
  • Can you explain the rationale behind the ROC curve and what AUC stands for?
  • What is the ROC curve and how is AUC related to it?
  • How do you interpret an ROC curve and the area under it, known as AUC?
  • Could you define what an ROC curve is and what is meant by AUC in predictive modeling?
  • What does the ROC curve depict and what insights does the AUC provide?
  • Can you discuss the function of an ROC curve in evaluation and the meaning of AUC?
  • How is the performance of a classification model represented by an ROC curve and its AUC?
  • What are ROC curves used for and what does the AUC tell us in model assessment?
  • Could you elucidate the concept of an ROC curve and the significance of AUC?
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Interview question asked to Data Scientists interviewing at NetSuite, Razorpay, Canva and others: Explain ROC curve. What does AUC represent?.