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Can you describe the purpose and interpretation of an ROC curve in model evaluation? How would you contrast bagging with boosting in ensemble learning?
Machine Learning EngineerData Scientist
Juniper Networks
Rippling
Hitachi
Ubisoft
Sprout Social
Chime
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Try AI Interview NowInterview question asked to Machine Learning Engineers and Data Scientists interviewing at Mailchimp, Ubisoft, Hitachi and others: Can you describe the purpose and interpretation of an ROC curve in model evaluation? How would you contrast bagging with boosting in ensemble learning?.