Normal view MARC view ISBD view

Learning from data [electronic resource]: a short course

Abu-Mostafa, Yaser S., 1957-

Learning from data [electronic resource]: a short course Yaser S. Abu-Mostafa (Author), Malik Magdon-Ismail, Hsuan-Tien Lin - AMLBook.com, [United States] 2012 - 1 digital resource (xii, 201 pages) : illustrations (chiefly color) 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

ISBN: 9781600490064

Subjects--Topical Terms:
Machine learning --Textbooks

Dewey Class. No.: 006.31 ABU

Place hold
Print
Cite
Add to your cart (remove)
Save record
BIBTEX Dublin Core MARCXML MARC (non-Unicode/MARC-8) MARC (Unicode/UTF-8) MARC (Unicode/UTF-8, Standard) MODS (XML) RIS ISBD
More searches

Search for this title in:
Other Libraries (WorldCat) Other Databases (Google Scholar) Online Stores (Bookfinder.com) Open Library (openlibrary.org)