Each branch of the decision tree could be a possible outcome. Description: The tree structure in the decision model helps in drawing a conclusion for any problem which is more complex in nature. The ...

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

This project predicts lung cancer risks using machine learning models like Random Forest, Logistic Regression, and SVM. It analyzes patient data with features such as age, smoking habits, and symptoms ...