Machine Learning Case Notes: Logistic Regression and Machine Learning in R for Actuarial Science: End-to-End Case Studies

Actuarial science has always been about turning uncertainty into measurable, actionable insight. Whether it is projecting mortality for a book of life policies, modelling lapse rates in a protection portfolio, or estimating the likelihood of a motor claim, actuaries are constantly working with binary outcomes: an event either occurs, or it does not. In …