Statistics

Given a list of numbers representing predicted probabilities and corresponding true labels, how would you plot an ROC curve?

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Behavioral
  • Given a list of numbers representing predicted probabilities and corresponding true labels, how would you plot an ROC curve?
  • Could you explain how to generate an ROC curve using a list of predicted probabilities and corresponding true labels?
  • How would you plot an ROC curve based on predicted probabilities and true labels?
  • Can you walk me through how to plot an ROC curve with predicted probabilities and true labels?
  • What steps are involved in creating an ROC curve based on a list of predicted probabilities and true labels?
  • Explain how you would generate an ROC curve given a set of predicted probabilities and true labels.
  • If you were given predicted probabilities and true labels, what would be the steps you follow to plot an ROC curve?
  • What is the process for plotting an ROC curve with predicted probabilities and true labels?
  • Please describe the steps you would take to generate an ROC curve using predicted probabilities and true labels.
  • How would you approach plotting an ROC curve based on a list of predicted probabilities and corresponding true labels?
  • Describe the process of creating an ROC curve given a set of predicted probabilities and true labels.

Interview question asked to Data Scientists interviewing at Patreon, Faire, Walmart and others: Given a list of numbers representing predicted probabilities and corresponding true labels, how would you plot an ROC curve?.