Compare Classifiers with ROC AUC | Dataford Interview Questions - Dataford - Ace your Interview
Compare Classifiers with ROC AUC
Easy
Model Evaluation
Asked at 1 company1AccuracyPrecisionAUC-ROC
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Problem
Scenario
You are comparing two binary classifiers for the same problem. Both produce probability scores, and the team wants to know which one is better before choosing a decision threshold.
Question
How would you use ROC-AUC to compare two classifiers?
Problem
Scenario
You are comparing two binary classifiers for the same problem. Both produce probability scores, and the team wants to know which one is better before choosing a decision threshold.
Question
How would you use ROC-AUC to compare two classifiers?
Your answer
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