About this document
? Member 6-1 by learnwithfun1011 is a document available to read on EtoBox.
This report analyzes the insurance.csv dataset to explore factors affecting medical insurance charges, focusing on ethics and fairness in machine learning. The author evaluates feature importance, examines group-level disparities in predictions, and questions the inclusion of sensitive features like gender. Recommendations for improving model fairness and transparency are provided, emphasizing the importance of ethical AI in sensitive domains like healthcare and insurance.
- Author
- learnwithfun1011
- Language
- EN