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" Learning from data : "


Document Type : BL
Record Number : 646135
Doc. No : dltt
Main Entry : Abu-Mostafa, Yaser S.,1957-
Title & Author : Learning from data : : a short course /\ Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin
Page. NO : xii, 201 pages :: illustrations (chiefly color) ;; 26 cm
ISBN : 1600490069
: : 9781600490064
Bibliographies/Indexes : Includes bibliographical references (pages 183-186) and index
Contents : 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
Subject : Machine learning-- Textbooks
LC Classification : ‭Q325.5‬‭.A28 2012‬
Added Entry : Magdon-Ismail, Malik
: Lin, Hsuan-Tien
copyhttps://lib.clisel.com/site/catalogue/646135
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