TY  - BOOK
AU  - Abu-Mostafa, Yaser S.
AU  - Magdon-Ismail, Malik 
AU  - Lin, Hsuan-Tien 
TI  - Learning from data : a short course
SN  - 1600490069 
U1  - 006.31 
PY  - 2012///
CY  - [United States] : 
PB  - AMLBook.com, 
KW  - Machine learning -- Textbooks
N1  - Includes nindex; 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
ER  -