Decision Trees

• CART
• Gini Impurity
• Boosting
  • XGBoost
  • LightGBM
  • CatBoost
• Bagging Bootstrap Aggregation
• Cross-Validation

Applications:

• Recommendation Systems
• Soil Analysis

Posts:

• Tutorial: AugmentedStartups – Decision Trees
• Tutorial: StatQuest – Decision Trees
• Tutorial: Google Developers – Decision Trees