CLASSIFICATION AND REGRESSION TREES
Book Details
| Author | Leo Breiman |
|---|---|
| Publisher | |
| Published Year | 1984 |
| Pages | 366 |
| Language | English |
| ISBN-10 | |
| ISBN-13 |
“Classification and Regression Trees” by Leo Breiman is a foundational text in machine learning and data analysis. It introduces the CART methodology—an intuitive and powerful approach for building decision trees used in both classification and regression tasks. The book provides clear mathematical explanations, practical examples, and insights into model construction, pruning, and validation.
Recommended Books For You
Prepare for Interview
- JavaScript Interview Questions for 5+ Years Experience
- JavaScript Interview Questions for 2–5 Years Experience
- JavaScript Interview Questions for 1–2 Years Experience
- JavaScript Interview Questions for 0–1 Year Experience
- JavaScript Interview Questions For Fresher
- SQL Interview Questions for 5+ Years Experience
- SQL Interview Questions for 2–5 Years Experience
- SQL Interview Questions for 1–2 Years Experience
- SQL Interview Questions for 0–1 Year Experience
- SQL Interview Questions for Freshers
- Design Patterns in Python
- Dynamic Programming and Recursion in Python
- Trees and Graphs in Python
- Linked Lists, Stacks, and Queues in Python
- Sorting and Searching in Python
- Debugging in Python
- Unit Testing in Python
- Asynchronous Programming in PYthon
Tutorials
Follow us on Linkedin
Random Blogs
- Mastering Python in 2025: A Complete Roadmap for Beginners
- Top 10 Knowledge for Machine Learning & Data Science Students
- AI Agents & Autonomous Systems – The Future of Self-Driven Intelligence
- Government Datasets from 50 Countries for Machine Learning Training
- What to Do When Your MySQL Table Grows Too Wide
- Python Challenging Programming Exercises Part 1
- Why to learn Digital Marketing?
- Ideas for Content of Every niche on Reader’s Demand during COVID-19
- Window Functions in SQL – The Ultimate Guide
- Career Guide: Natural Language Processing (NLP)
- 15 Amazing Keyword Research Tools You Should Explore
- Understanding OLTP vs OLAP Databases: How SQL Handles Query Optimization
- How AI is Making Humans Weaker – The Hidden Impact of Artificial Intelligence
- Python Challenging Programming Exercises Part 3
- SQL Joins Explained: A Complete Guide with Examples
- Google’s Core Update in May 2020: What You Need to Know
Datasets for Machine Learning
- Awesome-ChatGPT-Prompts
- Amazon Product Reviews Dataset
- Ozone Level Detection Dataset
- Bank Transaction Fraud Detection
- YouTube Trending Video Dataset (updated daily)
- Covid-19 Case Surveillance Public Use Dataset
- US Election 2020
- Forest Fires Dataset
- Mobile Robots Dataset
- Safety Helmet Detection
- All Space Missions from 1957
- OSIC Pulmonary Fibrosis Progression Dataset
- Wine Quality Dataset
- Google Audio Dataset
- Iris flower dataset