mloss.org Naive Bayes EM Algorithm http://mloss.orgUpdates and additions to Naive Bayes EM Algorithm enFri, 02 Dec 2011 05:35:09 -0000Naive Bayes EM Algorithm 1.0.0http://mloss.org/software/view/357/<html><p>OpenPR-NBEM is an C++ implementation of Naive Bayes Classifier, which is a well-known generative classification algorithm for the application such as text classification. The Naive Bayes algorithm requires the probabilistic distribution to be discrete. OpenPR-NBEM uses the multinomial event model for representation. The maximum likelihood estimate is used for supervised learning, and the expectation-maximization estimate is used for semi-supervised and un-supervised learning.
</p></html>Rui XIAFri, 02 Dec 2011 05:35:09 -0000http://mloss.org/software/rss/comments/357http://mloss.org/software/view/357/natural language processingpattern recognitiontext classification