Learning from data : a short course /
Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin.
- [United States] : AMLBook.com, c2012.
- xii, 201 páginas : ilustraciones 26 cm.
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.