Abu-Mostafa, Yaser S., 1957-

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.

1600490069 9781600490064


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006.31 / A165