Monday, May 19, 2008

Naive Bayes Classifer

several points:
1. Bayesian Theorem;
2.Conditional Independency Assumption;
3.MAP parameter estimation.
I think it's a simple algorithm, not hard to understand.
some resources attached:
1. Anthony's slides
2.a much easy-to-read slide about NBC:
http://homepages.inf.ed.ac.uk/keller/teaching/connectionism/lecture10_4up.pdf
3. ........

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