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ROC Curve and AUC Interpretation

Spring Venture GroupEasyModel Evaluation00:00
Spring Venture Group
Your interviewer · Data Scientist
In session
Interviewer

Welcome to your interview for the Data Scientist role at Spring Venture Group.

The question is on your right: ROC Curve and AUC Interpretation. Take a moment with it first.

Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen. You have three graded attempts to score 7/10 or better.

Only Submit answer is graded - discussion is free practice.

Problem

Explain the concept of the ROC curve and Area Under the Curve (AUC). What does an AUC of 0.5 imply versus an AUC of 0.9?