- Author
- Yaser S. Abu-Mostafa, Malik Madon-Ismail, Hsuan-Tien Lin
- Publisher
- AMLBook.com
- Language
- English
- Year
- 2015
- Page
- 432
- ISBN
- 1600490069,9781600490064
- File Type
- File Size
- 34.3 MiB
1. The Learning Problem -- 2. Training Versus Testing -- 3. The Linear Model -- 4. Overfitting -- 5. Three Learning Principles -- Epilogue -- Further Reading -- Appendix : Proof Of The Vc Bound -- Notation. Yaser S. Abu-mostafa, Malik Magdon-ismail, Hsuan-tien Lin. Includes Bibliographical References (p. 183-186) And Index.
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