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Handling Rare Claim Events

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MediumMachine Learningmodel trainingSupervised LearningClass ImbalanceAsked 1 times

Problem

How do you address class imbalance when building a model to predict rare events, such as catastrophic insurance claims, at The Travelers Companies?

Practicing as: Data Scientist interview at The Travelers Companies

Hi, I'll play your The Travelers Companies interviewer for the Data Scientist role. Candidates describe these interviews as mostly positive and moderately difficult, so expect me to be friendly and conversational. Take your time with the question above and answer like we're in the room.

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