Generalized Iterative Scaling
From Cohen Courses
Revision as of 19:10, 29 September 2011 by Ruipedrocorreia (talk | contribs)
Being edited by Rui Correia
What is the method
The Generalized Iterative scaling algorithm is a [Category:Method] the circumstances under which it is meant to be used
you are expected to explain clearly what the method is
and list papers that use it
inputs and resources,
outputs
things the method is comparable to.
Explain what motivations or assumptions underlie the method
what makes it different from earlier methods.
Advantages: � incorporates feature selection, � scales up well in numbers of features w.r.t. other methods, � resilient to feature dependence. Disadvantages: � slow in training relative to other classi�cation methods, � problems with smoothing, � binary and summation assumptions (not a big deal)
