In the paper “A Machine Learning Model for Lapse Prediction in Life Insurance Contracts” [1], written together with Giancarlo Giuffra (Politecnico di Milano), we use a random forest to predict early lapse in life insurance contracts. Estimating the probability of lapse is estimating the probability ...more »