Abu-Mostafa, Yaser S.,  1957- <br/><br/>
Learning from data :  a short course / 
Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin. 
 - xii, 201 pages :  illustrations (chiefly color) ;  26 cm 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>1600490069 9781600490064 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning--Textbooks
<br/><br/><label>LC Class. No.: </label>Q325.5  / .A282 2012