Book
Tree-Based Methods for Statistical Learning in R
ISBN : 9780367532468
Author : Brandon M. Greenwell
Publisher : CRC Press
Year : 2022
Language : English
Type : Book
Description : Chapter 1 Introduction Chapter 2 Binary recursive partitioning with CART Chapter 3 Conditional inference trees Chapter 4 "The hitchhiker’s GUIDE to modern decision trees" Chapter 5 Ensemble algorithms Chapter 6 Peeking inside the “black box”: post-hoc interpretability Chapter 7 Random forests Chapter 8 Gradient boosting machines Bibliography
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