Statistical Learning from a Regression Perspective
Table of contents
2. Statistical Learning as a Regression Problem
Richard A. Berk
3. Regression Splines and Regression Smoothers
Richard A. Berk
4. Classification and Regression Trees (CART)
Richard A. Berk
5. Bagging
Richard A. Berk
6. Random Forests
Richard A. Berk
7. Boosting
Richard A. Berk
8. Support Vector Machines
Richard A. Berk
9. Broader Implications and a Bit of Craft Lore
Richard A. Berk
DRM-restrictions
Printing: not available
Clipboard copying: not available
Keywords: MATHEMATICS / Probability & Statistics / General MAT029000
- Publisher
- Springer
- Publication year
- 2008
- Language
- en
- Edition
- 1
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9780387775012
