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Cover Art
Author Abu-Mostafa, Yaser S., 1957-

Title Learning from data : a short course / Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin.

Published [United States] :, [2012]


Location Call No. Status
 UniM ERC  153.152 ABU    DUE 31-10-19
Physical description xii, 201 pages : illustrations (mostly colour) ; 26 cm
Bibliography Includes bibliographic 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: Prof of the VC bound -- Notation.
Other author Magdon-Ismail, Malik.
Lin, Hsuan-Tien.
Subject Machine learning -- Textbooks.
ISBN 1600490069