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?
Data ScientistMachine Learning Engineer
Rippling
Confluent
Robinhood
Quantcast
Hitachi
Taboola
Interview question asked to Data Scientists and Machine Learning Engineers interviewing at Twilio, Mailchimp, Ubisoft 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?.