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

By: Contributor(s): Material type: TextTextLanguage: İngilizce Publisher: [United States] : AMLBook.com, 2012Description: xii, 201 pages : illustrations (chiefly color) ; 26 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 1600490069
  • 9781600490064
Subject(s): LOC classification:
  • Q325.5 .A282 2012
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.
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Holdings
Item type Current library Home library Collection Call number Copy number Status Date due Barcode
Book Book Merkez Kütüphane Genel Koleksiyon / Main Collection Merkez Kütüphane Genel Koleksiyon Q325.5 .A282 2012 (Browse shelf(Opens below)) 1 Available 0053257

Includes bibliographical references and index.

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.

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Devinim Yazılım Eğitim Danışmanlık tarafından Koha'nın orjinal sürümü uyarlanarak geliştirilip kurulmuştur.