Title: Tree-Based Methods for Statistical Learning in R: A Practical Introduction with Applications in R (Chapman & Hall/CRC Data Science Series)
Publisher: Chapman and Hall/CRC
Publication Date: 2022
Language: English
ISBN 10: 0367532468
ISBN 13: 9780367532468
Binding: Hardcover
Condition: New

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Tree-based Methods for Statistical Learning in R provides a thorough introduction to both individual decision tree algorithms (Part I) and ensembles thereof (Part II). Part I of the book brings several different tree algorithms into focus, both conventional and contemporary. Building a strong foundation for how individual decision trees work will help readers better understand tree-based ensembles at a deeper level, which lie at the cutting edge of modern statistical...

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