Including individual Customer Lifetime Value and competing risks in tree-based lapse management strategies

Mathias Valla, Xavier Milhaud, Anani Ayodélé Olympio

A retention strategy based on an enlightened lapse model is a powerful profitabilitylever for a life insurer. Some machine learning models are excellent at predicting lapse,but fro…