Health Insurance Policyholders’ Interest in Vehicle Insurance Prediction

Our client, an insurance company, seeks to predict whether their policyholders from the past year will show interest in the company’s Vehicle Insurance. We have evaluated all algorithm models after hyperparameter tuning, focusing more on recall to reduce false negatives. The evaluation matrix shows the results.