Description: jBNC is a Java toolkit for training, testing, and applying
Bayesian Network Classifiers. Implemented classifiers have been
shown to perform well in a variety of artificial intelligence,
machine learning, and data mining applications.
jBNC is primarily intended as a library for creation of Bayesian
Classifier networks. Several algorithms for creation of networks
are included.
To aid testing the quality of classifier network a couple of simple
command line tools for training and testing are included, see section
TOOLS for more details.
There is also a separate package called jBNC-WEKA that integrates
jBNC with WEKA (Waikato Environment for Knowledge Analysis
http://www.cs.waikato.ac.nz/~ml). jBNC-WEKA allows creation of
jBNC classifiers from within WEKA, in particular, using WEKA s
graphical user interface. For more info see jBNC homepage.
To Search:
File list (Check if you may need any files):
jBNC\cpu.arff
....\docs
....\....\api
....\....\...\allclasses-frame.html
....\....\...\allclasses-noframe.html
....\....\...\constant-values.html
....\....\...\deprecated-list.html
....\....\...\help-doc.html
....\....\...\index-all.html
....\....\...\index.html
....\....\...\jbnc
....\....\...\....\Classifier.html
....\....\...\....\CrossVal.html
....\....\...\....\database
....\....\...\....\........\DBLog.html
....\....\...\....\........\package-frame.html
....\....\...\....\........\package-summary.html
....\....\...\....\........\package-tree.html
....\....\...\....\dataset
....\....\...\....\.......\AttributeSpecs.AttributeException.html
....\....\...\....\.......\AttributeSpecs.html
....\....\...\....\.......\AttributeType.html
....\....\...\....\.......\Dataset.html
....\....\...\....\.......\DatasetInt.html
....\....\...\....\.......\DatasetReader.html
....\....\...\....\.......\DatasetReaderInt.html
....\....\...\....\.......\NamesReader.html
....\....\...\....\.......\package-frame.html
....\....\...\....\.......\package-summary.html
....\....\...\....\.......\package-tree.html
....\....\...\....\DatasetInfo.html
....\....\...\....\Discreatize.html
....\....\...\....\discretize
....\....\...\....\..........\Case.html
....\....\...\....\..........\EntropyDiscretizer.html
....\....\...\....\..........\package-frame.html
....\....\...\....\..........\package-summary.html
....\....\...\....\..........\package-tree.html
....\....\...\....\graphs
....\....\...\....\......\BNCInference.html
....\....\...\....\......\DisjointSets.html
....\....\...\....\......\Edge.html
....\....\...\....\......\EdgeWithWeight.html
....\....\...\....\......\Graph.html
....\....\...\....\......\MinSpanTree.html
....\....\...\....\......\package-frame.html
....\....\...\....\......\package-summary.html
....\....\...\....\......\package-tree.html
....\....\...\....\......\Vertex.html
....\....\...\....\inducers
....\....\...\....\........\BayesianInducer.html
....\....\...\....\........\DiscardingBayesianInducer.html
....\....\...\....\........\FANInducer.html
....\....\...\....\........\NaiveBayesInducer.html
....\....\...\....\........\package-frame.html
....\....\...\....\........\package-summary.html
....\....\...\....\........\package-tree.html
....\....\...\....\........\SFANInducer.html
....\....\...\....\........\STANInducer.html
....\....\...\....\........\TANInducer.html
....\....\...\....\measures
....\....\...\....\........\package-frame.html
....\....\...\....\........\package-summary.html
....\....\...\....\........\package-tree.html
....\....\...\....\........\QualityMeasure.html
....\....\...\....\........\QualityMeasureHGC.html
....\....\...\....\........\QualityMeasureLC.html
....\....\...\....\........\QualityMeasureLCV.html
....\....\...\....\........\QualityMeasureLCV_LOO.html
....\....\...\....\........\QualityMeasureSB.html
....\....\...\....\operators
....\....\...\....\.........\Augmenter.html
....\....\...\....\.........\Augmenter.Result.html
....\....\...\....\.........\ClassDepend.html
....\....\...\....\.........\ForestAugmenter.html
....\....\...\....\.........\Operator.html
....\....\...\....\.........\package-frame.html
....\....\...\....\.........\package-summary.html
....\....\...\....\.........\package-tree.html
....\....\...\....\.........\SAN.html
....\....\...\....\.........\TreeAugmenter.html
....\....\...\....\package-frame.html
....\....\...\....\package-summary.html
....\....\...\....\package-tree.html
....\....\...\....\ReVal.html
....\....\...\....\util
....\....\...\....\....\BNCTester.html
....\....\...\....\....\BNCTester.Result.html
....\....\...\....\....\BNTools.html
....\....\...\....\....\CondMutualInfo.html
....\....\...\....\....\CVGenerator.html
....\....\...\....\....\FrequencyCalc.html
....\....\...\....\....\FrequencyTable.html
....\....\...\....\....\package-frame.html
....\....\...\....\....\package-summary.html
....\....\...\....\....\package-tree.html
....\....\...\....\....\Timer.html
....\....\...\overview-frame.html
....\....\...\overview-summary.html
....\....\...\overvie
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