Tree-based methods : a practical introduction with applications in R /: a practical introduction with applications in R. (2022)
- Record Type:
- Book
- Title:
- Tree-based methods : a practical introduction with applications in R /: a practical introduction with applications in R. (2022)
- Main Title:
- Tree-based methods : a practical introduction with applications in R
- Further Information:
- Note: Brandon M. Greenwell.
- Authors:
- Greenwell, Brandon M
- Contents:
- Preface 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 Index
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2022
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 658.403
Decision making -- Mathematics
Decision trees -- Data processing
Trees (Graph theory) -- Data processing
R (Computer program language) - Languages:
- English
- ISBNs:
- 9781000595338
9781000595314
9781003089032 - Related ISBNs:
- 9780367532468
- Notes:
- Note: Includes bibliographical references and index.
Note: Description based on CIP data; resource not viewed. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.696956
- Ingest File:
- 12_031.xml