Archives

Decision Trees

1. Classification And Regression Trees (CART)
2. Gini Index, 2. Random Forests
3. Bagging (Bootstrap & aggregating) Algorithms

eXplainable AI (XAI)

1. Definitions, Intrinsic & Model-Agnostic XAI Methods
2. PI (Permutation Feature Importance)
3. SHAP (Shapley Additive exPlanations)
4. LIME (Local Interpretable Model Agnostic Explanation)