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Predicting Accident Risk for Future Policyholders

Used current customer data and a random forest model to predict whether a future policyholder would have an accident within the next year. The team won the case.

WinnerInsuranceMachine LearningRandom Forest

The challenge

The case focused on predicting accident risk for prospective policyholders.

The question

Can data on current customers predict whether a future policyholder will have an accident within a year?

What I did

Machine learning with a random forest model.

Backstage · Data sources

Data on Generali's current customers.

The result

The team won the case.