Statistics

Describe the process of creating an ROC curve given a set of predicted probabilities and true labels.

Machine Learning Engineer

ZocDoc

Agoda

Zendesk

Shutterstock

Workday

Intuit

Did you come across this question in an interview?

  • Describe the process of creating an ROC curve given a set of predicted probabilities and true labels.
  • 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?
  • Given a list of numbers representing predicted probabilities and corresponding true labels, how would you plot an ROC curve?
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Interview question asked to Machine Learning Engineers interviewing at Twilio, Workday, Zendesk and others: Describe the process of creating an ROC curve given a set of predicted probabilities and true labels..