Learning from data : a short course

Abu-Mostafa, Yaser S.

Learning from data : a short course - [United States] : AMLBook.com, ©2012. - xii, 201 pages : illustrations (chiefly color) ;

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.

1600490069 9781600490064


Machine learning -- Textbooks.

006.31 / ABU

© University of Vavuniya

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