Abu-Mostafa, Yaser S., 1957- <br/><br/>
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  
<br/><br/> 1. The learning problem<br/>2. Training versus testing<br/>3. The linear model<br/>4. Overfitting<br/>5. Three learning principles<br/>Epilogue<br/>Further reading<br/>Appendix : Proof of the VC bound<br/>Notation 
<br/><br/><label>ISBN: </label>9781600490064 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning --Textbooks 
<br/><br/><label>Dewey Class. No.: </label>006.31 ABU