£87.04

CRC Press Tree-Based Methods for Statistical Learning in R: A Practical Introduction with Applications in R (Chapman & Hall/CRC Data Science Series)

Price data last checked 36 day(s) ago - refreshing...

View at Amazon

We'll watch every seller, every day. One email when your price arrives.

This is the most expensive it has ever been. Walk away.

£87 today · previous high £87 · all-time low £87

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey
↓ Forecast
where the price is heading next
↓ Statistics
all-time high & low, recent range
↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 55 days • 55 data points (No recent data available)

Historical
Generating forecast...
£87.04 £86.72 £86.79 £86.86 £86.93 £87.00 £87.07 01 March 2026 14 March 2026 28 March 2026 10 April 2026 24 April 2026

Price Distribution

Price distribution over 55 days • 1 price levels

Days at Price
55 days 0 14 28 41 55 £87 Days at Price

Price Analysis

Most common price: £87 (55 days, 100.0%)

Price range: £87 - £87

Price levels: 1 different prices over 55 days

Description

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 and machine learning methodology. The book follows up most ideas and mathematical concepts with code-based examples in the R statistical language; with an emphasis on using as few external packages as possible. For example, users will be exposed to writing their own random forest and gradient tree boosting functions using simple for loops and basic tree fitting software (like rpart and party/partykit), and more. The core chapters also end with a detailed section on relevant software in both R and other opensource alternatives (e.g., Python, Spark, and Julia), and example usage on real data sets. While the book mostly uses R, it is meant to be equally accessible and useful to non-R programmers. Consumers of this book will have gained a solid foundation (and appreciation) for tree-based methods and how they can be used to solve practical problems and challenges data scientists often face in applied work. Features: Thorough coverage, from the ground up, of tree-based methods (e.g., CART, conditional inference trees, bagging, boosting, and random forests). A companion website containing additional supplementary material and the code to reproduce every example and figure in the book. A companion R package, called treemisc, which contains several data sets and functions used throughout the book (e.g., there’s an implementation of gradient tree boosting with LAD loss that shows how to perform the line search step by updating the terminal node estimates of a fitted rpart tree). Interesting examples that are of practical use; for example, how to construct partial dependence plots from a fitted model in Spark MLlib (using only Spark operations), or post-processing tree ensembles via the LASSO to reduce the number of trees while maintaining, or even improving performance.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
23 June 2022
Listed Since
07 December 2021

Barcode

No barcode data available

Similar Products You Might Like

The 2007 Import and Export Market for Untreated, Rough or Roughly Squared Non-Coniferous Wood in United States
94% match

The 2007 Import and Export Market for Untreated, Rough or Roughly Squared Non-Coniferous Wood in United States

£150.00 18 Apr 2026
Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery: 1014 (Studies in Computational Intelligence, 1014)
94% match

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery: 1014 (Studies in Computational Intelligence, 1014)

Springer

£97.00 23 Feb 2026
The 2007 Import and Export Market for Residual Lyes from the Manufacture of Wood Pulp and Lignin Sulfonates Excluding Tall Oil in United States
94% match

The 2007 Import and Export Market for Residual Lyes from the Manufacture of Wood Pulp and Lignin Sulfonates Excluding Tall Oil in United States

£88.00 01 Mar 2026
The 2007 Import and Export Market for Rags and Worn Textile Articles Including Clothing in United States
94% match

The 2007 Import and Export Market for Rags and Worn Textile Articles Including Clothing in United States

£206.00 22 Jan 2026
The 2007 Import and Export Market for Butanone (Ethyl Methyl Ketone) in United States
94% match

The 2007 Import and Export Market for Butanone (Ethyl Methyl Ketone) in United States

£72.00 23 Feb 2026
The 2007 Import and Export Market for Textile Machines for Preparing Textile Fibers in United States
94% match

The 2007 Import and Export Market for Textile Machines for Preparing Textile Fibers in United States

£92.00 20 Apr 2026
The 2007 Import and Export Market for Mechano-Therapy Appliances, Massage Apparatus, and Psychological Aptitude-Testing Apparatus in United States
94% match

The 2007 Import and Export Market for Mechano-Therapy Appliances, Massage Apparatus, and Psychological Aptitude-Testing Apparatus in United States

£208.00 08 Jan 2026
94% match

The 2007 Import and Export Market for Carboxyamide-Function Compounds and Amide-Function Compounds of Carbonic Acid Excluding Urea in United States

£212.00 17 Apr 2026
The 2007 Import and Export Market for Lysine, Its Esters and Salts Thereof, and Glutamic Acid and Its Salts in United States
94% match

The 2007 Import and Export Market for Lysine, Its Esters and Salts Thereof, and Glutamic Acid and Its Salts in United States

£148.00 07 Feb 2026
The World Market for Gum, Wood or Sulfate Turpentine, Other Terpenic Oils, Crude Dipentene, Sulfite Turpentine, Other Crude Para-Cymene, and Pine Oil ... A 2007 Global Trade Perspective
94% match

The World Market for Gum, Wood or Sulfate Turpentine, Other Terpenic Oils, Crude Dipentene, Sulfite Turpentine, Other Crude Para-Cymene, and Pine Oil ... A 2007 Global Trade Perspective

£325.00 02 Feb 2026
The 2007 Import and Export Market for Knotted Carpets and Other Textile Floor Coverings in United States
94% match

The 2007 Import and Export Market for Knotted Carpets and Other Textile Floor Coverings in United States

£144.00 19 Feb 2026
94% match

The 2007 Import and Export Market for AC Electric Motors with Output Exceeding 37.5 w in United States

£274.00 12 Jan 2026
94% match

2007 US Import and Export Market: Ultraviolet and Arc Lamps

£130.00 21 Apr 2026
94% match

2007 US Import and Export: Fixed Carbon Electrical Resistors

£122.00 20 Apr 2026
The 2007 Import and Export Market for Electric Table, Desk, Bedside, or Floor-Standing Lamps in United States
94% match

The 2007 Import and Export Market for Electric Table, Desk, Bedside, or Floor-Standing Lamps in United States

£176.00 09 Mar 2026
The 2007 Import and Export Market for Cartridges for Riveting or Similar Tools or for Captive-Bolt Humane Killers and Parts Thereof in United States
94% match

The 2007 Import and Export Market for Cartridges for Riveting or Similar Tools or for Captive-Bolt Humane Killers and Parts Thereof in United States

£52.00 01 Mar 2026
The 2007 Import and Export Market for Styrene in Primary Forms Excluding Polystyrene in United States
94% match

The 2007 Import and Export Market for Styrene in Primary Forms Excluding Polystyrene in United States

£176.00 24 Apr 2026
Fusion Methods for Unsupervised Learning Ensembles: 322 (Studies in Computational Intelligence, 322)
94% match

Fusion Methods for Unsupervised Learning Ensembles: 322 (Studies in Computational Intelligence, 322)

Springer

£81.52 01 May 2026
The 2007 Import and Export Market for Non-Refractory Ceramic Bricks, Tiles, and Pipes in United States
94% match

The 2007 Import and Export Market for Non-Refractory Ceramic Bricks, Tiles, and Pipes in United States

£218.00 28 Jan 2026
The World Market for Windshield Wipers, Defrosters and Demisters for Cycles, and Electrical Lighting and Signaling Equipment Excluding Filament and ... or Arc Lamps: A 2007 Global Trade Perspective
94% match

The World Market for Windshield Wipers, Defrosters and Demisters for Cycles, and Electrical Lighting and Signaling Equipment Excluding Filament and ... or Arc Lamps: A 2007 Global Trade Perspective

£325.00 12 Jan 2026
The 2007 Import and Export Market for Pictures, Designs, and Photographs in United States
94% match

The 2007 Import and Export Market for Pictures, Designs, and Photographs in United States

£166.00 17 Apr 2026
The 2007 Import and Export Market for Spices Excluding Pepper and Pimento in United States
94% match

The 2007 Import and Export Market for Spices Excluding Pepper and Pimento in United States

£218.00 11 Jan 2026
The 2007 Import and Export Market for Plants and Plants Parts Used Primarily in the Preparation of Perfumes, Pharmaceuticals, Insecticides, and Fungicides in United States
94% match

The 2007 Import and Export Market for Plants and Plants Parts Used Primarily in the Preparation of Perfumes, Pharmaceuticals, Insecticides, and Fungicides in United States

£206.00 30 Jan 2026
The 2007 Import and Export Market for Pigments and Preparations Based on Titanium Dioxide in United States
94% match

The 2007 Import and Export Market for Pigments and Preparations Based on Titanium Dioxide in United States

£208.00 12 Jan 2026