===== 11 - Generalization and Capacity Control ======

March 30th, 2010

=== Slides ===

[[cos424>slides/11-gen.pdf|PDF]] [[cos424>slides/11-gen.djvu|DJVU]] 
=== Scribe Notes ===

Not available

=== Summary ===

   * Generalization
   * Structural Risk Minimization
   * Learning algorithms in little pieces
 

=== Books ===

   * V. Vapnik: //Estimation of Dependences Based on Empirical Data//, 2nd edition. Springer Verlag, 2006.