===== 18 - Feature Engineering ======

April 22nd, 2010


=== Summary ===

   - The importance of features
   - Feature relevance
   - Selecting features
   - Learning features


=== Slides ===

[[cos424>slides/18-feat.pdf|PDF]] [[cos424>slides/18-feat.djvu|DJVU]]


=== Scribe Notes ===

FIXME


=== Readings ===

   * (optional) I. Guyon & A. Elisseev: [[http://jmlr.csail.mit.edu/papers/volume3/guyon03a/guyon03a.pdf|An Introduction to Variable and Feature Selection]]. //JMLR//, 3(2003):1157-1182.