TY  - BOOK
AU  - Abu-Mostafa,Yaser S.
AU  - Magdon-Ismail,Malik
AU  - Lin,Hsuan-Tien
TI  - Learning from data: a short course 
SN  - 9781600490064
U1  - 006.31 22
PY  - 2012///]
CY  - [United States]
PB  - AML Book
KW  - Machine learning
KW  - BUEsh
KW  - COMSCI
KW  - July2020
KW  - Reading book
N1  - Includes bibliographical references and index; 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  -