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.
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
- Variable Assignment in Python
- Google’s Core Update in May 2020: What You Need to Know
- Top 10 Knowledge for Machine Learning & Data Science Students
- 15 Amazing Keyword Research Tools You Should Explore
- The Ultimate Guide to Artificial Intelligence (AI) for Beginners
- Datasets for Speech Recognition Analysis
- Internet of Things (IoT) & AI – Smart Devices and AI Working Together
- The Ultimate Guide to Starting a Career in Computer Vision
- 10 Awesome Data Science Blogs To Check Out
- Python Challenging Programming Exercises Part 1
- Window Functions in SQL – The Ultimate Guide
- Store Data Into CSV File Using Python Tkinter GUI Library
- How AI Companies Are Making Humans Fools and Exploiting Their Data
- AI Agents: The Future of Automation, Work, and Opportunities in 2025
- Transforming Logistics: The Power of AI in Supply Chain Management
- The Beginner’s Guide to Normalization and Denormalization in Databases
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










