Software

I would like to announce public availability of jBNC - a Java toolkit for training, testing, and applying Bayesian Network Classifiers. Binaries and source code can be downloaded from: http://jbnc.sourceforge.net/ The toolkit is released for free under GNU General Public License (GPL).

Currently supported classifiers

• Naive Bayes
• TAN - tree augmented naive Bayes
• FAN - forest augmented naive Bayes
• STAN - selective tree augmented naive Bayes
• STAND - selective tree augmented naive Bayes with node discarding
• SFAN - selective forest augmented naive Bayes
• STAND - selective forest augmented naive Bayes with node discarding

• HGC - Heckerman-Geiger-Chickering
• SB - Standard Bayesian
• LC - Local criterion
• LOO - Leave-One-Out cross validation
• CVn,t - n -fold t-times Cross Validation