Modeling Car Insurance Claim Outcomes

Modeling Car Insurance Claim Outcomes

Use logistic regression to predict car insurance claim outcomes.

On behalf of On the Road car insurance, you'll clean and explore customer data to build a logistic regression model. Your goal is to identify the single most predictive feature that determines whether a claim will be made, helping the company make smarter risk assessments.

Clean and prepare insurance customer data for modeling.
Use statsmodels in Python to run logistic regression.
Test features to find the best claim outcome predictor.
Support data-driven decisions in the insurance industry.

Strategy

Identify key claim predictors using logistic regression techniques.

Design

Clean and model data with Python and statsmodels.

Client

On the Road car insurance company.