As an actuarial student, you’re likely no stranger to the importance of predicting personal injury claims. Insurance companies rely on accurate predictions to set aside sufficient reserves and manage risk effectively. Traditional methods often involve grouping claims, but machine learning offers a more precise approach by analyzing individual claim behavior. In this tutorial, we’ll explore how to build a machine learning model in R to predict personal injury claims, a skill that’s increasingly valuable in today’s data-driven insurance industry.