Classification Trees and Rule-Based Models

Contents

14.1. Classification Trees and Rule-Based Models#

14.1.1. Basic Classification Trees#

14.1.2. Bagged Trees#

14.1.3. Random Forests#

14.1.4. Boosting#

14.1.5. C5#

14.1.6. Comparing Two Encodings of Categorical Predictors#

14.1.7. Computing#

14.1.8. Exercises#