ML Knowledge

Can you describe the purpose and interpretation of an ROC curve in model evaluation? How would you contrast bagging with boosting in ensemble learning?

Did you come across this question in an interview?

Interview 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?.