Case file Nº BDD-02/07
WinnerPredicting 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.
- Client
- Generali
- Format
- Business Deep Dive
- Duration
- 3 weeks
InsuranceMachine LearningRandom Forest
Business Context
The case focused on predicting accident risk for prospective policyholders.
Strategic Problem
Can data on current customers predict whether a future policyholder will have an accident within a year?
Data Sources
Data on Generali's current customers.
Methodology
Machine learning with a random forest model.
Key Results
The team won the case.
Tools & Stack
Machine LearningRandom Forest
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