# Package weka.classifiers.bayes

package weka.classifiers.bayes

Related Packages
Package
Description
weka.classifiers
weka.classifiers.bayes.blr
weka.classifiers.bayes.net
Classes
Class
Description
AODE
AODE achieves highly accurate classification by averaging over all of a small space of alternative naive-Bayes-like models that have weaker (and hence less detrimental) independence assumptions than naive Bayes.
AODEsr
AODEsr augments AODE with Subsumption Resolution.AODEsr detects specializations between two attribute values at classification time and deletes the generalization attribute value.
For more information, see:
Fei Zheng, Geoffrey I.
BayesianLogisticRegression
Implements Bayesian Logistic Regression for both Gaussian and Laplace Priors.
For more information, see
Alexander Genkin, David D.
BayesNet
Bayes Network learning using various search algorithms and quality measures.
Base class for a Bayes Network classifier.
ComplementNaiveBayes
Class for building and using a Complement class Naive Bayes classifier.
For more information see,
Jason D.
DMNBtext
Class for building and using a Discriminative Multinomial Naive Bayes classifier.
HNB
Contructs Hidden Naive Bayes classification model with high classification accuracy and AUC.
For more information refer to:
H.
NaiveBayes
Class for a Naive Bayes classifier using estimator classes.
NaiveBayesMultinomial
Class for building and using a multinomial Naive Bayes classifier.
NaiveBayesMultinomialUpdateable
Class for building and using a multinomial Naive Bayes classifier.
NaiveBayesSimple
Class for building and using a simple Naive Bayes classifier.Numeric attributes are modelled by a normal distribution.
For more information, see
Richard Duda, Peter Hart (1973).
NaiveBayesUpdateable
Class for a Naive Bayes classifier using estimator classes.
WAODE
WAODE contructs the model called Weightily Averaged One-Dependence Estimators.
For more information, see
L.