Tree-Based Methods for Statistical Learning in R

Brandon M. Greenwell

ISBN 10: 0367532468 ISBN 13: 9780367532468

Published by Taylor & Francis Ltd, 2022

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Tree-Based Methods for Statistical Learning in R

Publisher

Taylor & Francis Ltd

Publication Date

2022

Language

English

ISBN 10

0367532468

ISBN 13

9780367532468

Binding

Hardcover

Condition

New

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About this title

Synopsis

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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