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
Pattern Recognition and Machine Learning Solutions to the Exercises: Tutors’ Edition
By : Christopher M. Bishop
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
- The Ultimate Guide to Data Science: Everything You Need to Know
- AI Agents: The Future of Automation, Work, and Opportunities in 2025
- OLTP vs. OLAP Databases: Advanced Insights and Query Optimization Techniques
- Career Guide: Natural Language Processing (NLP)
- How AI is Making Humans Weaker – The Hidden Impact of Artificial Intelligence
- String Operations in Python
- Top 10 Knowledge for Machine Learning & Data Science Students
- AI & Space Exploration – AI’s Role in Deep Space Missions and Planetary Research
- Create Virtual Host for Nginx on Ubuntu (For Yii2 Basic & Advanced Templates)
- Downlaod Youtube Video in Any Format Using Python Pytube Library
- Where to Find Free Datasets for Your Next Machine Learning & Data Science Project
- Datasets for Natural Language Processing
- Python Challenging Programming Exercises Part 1
- Extract RGB Color From a Image Using CV2
- Role of Digital Marketing Services to Uplift Online business of Company and Beat Its Competitors
- Navigating AI Careers in 2025: Data Science, Machine Learning, Deep Learning, and More
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