TY - BOOK AU - Greenwell, Brandon M. TI - Tree Based Methods for Statistical Learning in R SN - 9780367532468 U1 - 658.403 PY - 2022/// CY - Boca Raton PB - CRC Press KW - R Programming - Statistics N1 - 1. Introduction 2. Binary recursive partitioning with CART 3. Conditional inference trees 4. "The hitchhiker's GUIDE to modern decision trees" 5. Ensemble algorithms 6. Peeking inside the "black box": post-hoc interpretability 7. Random forests 8. Gradient boosting machines ER -