Uses of Package
de.jstacs.classifiers

Packages that use de.jstacs.classifiers

Package	Description
de.jstacs.classifiers	This package provides the framework for any classifier.
de.jstacs.classifiers.assessment	This package allows to assess classifiers. It contains the class ClassifierAssessment that is used as a super-class of all implemented methodologies of an assessment to assess classifiers.
de.jstacs.classifiers.differentiableSequenceScoreBased	Provides the classes for Classifiers that are based on SequenceScores. It includes a sub-package for discriminative objective functions, namely conditional likelihood and supervised posterior, and a separate sub-package for the parameter priors, that can be used for the supervised posterior.
de.jstacs.classifiers.differentiableSequenceScoreBased.gendismix	Provides an implementation of a classifier that allows to train the parameters of a set of DifferentiableStatisticalModels by a unified generative-discriminative learning principle.
de.jstacs.classifiers.differentiableSequenceScoreBased.msp	Provides an implementation of a classifier that allows to train the parameters of a set of DifferentiableStatisticalModels either by maximum supervised posterior (MSP) or by maximum conditional likelihood (MCL).
de.jstacs.classifiers.differentiableSequenceScoreBased.sampling	Provides the classes for AbstractScoreBasedClassifiers that are based on SamplingDifferentiableStatisticalModels and that sample parameters using the Metropolis-Hastings algorithm.
de.jstacs.classifiers.trainSMBased	Provides the classes for Classifiers that are based on TrainableStatisticalModels.
de.jstacs.classifiers.utils	Provides some useful classes for working with classifiers.
de.jstacs.sequenceScores.statisticalModels.trainable.discrete.inhomogeneous.shared

Classes in de.jstacs.classifiers used by de.jstacs.classifiers

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.
AbstractScoreBasedClassifier.DoubleTableResult This class is for Results given as a table of double s.
ClassDimensionException This class indicates that a classifier is defined for less than 2 classes or is defined over a different number of classes than given (e.g.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.assessment

Class and Description
AbstractClassifier The super class for any classifier.
ClassDimensionException This class indicates that a classifier is defined for less than 2 classes or is defined over a different number of classes than given (e.g.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.differentiableSequenceScoreBased

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.differentiableSequenceScoreBased.gendismix

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.differentiableSequenceScoreBased.msp

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.differentiableSequenceScoreBased.sampling

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.trainSMBased

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.
ClassDimensionException This class indicates that a classifier is defined for less than 2 classes or is defined over a different number of classes than given (e.g.

Classes in de.jstacs.classifiers used by de.jstacs.classifiers.utils

Class and Description
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.

Classes in de.jstacs.classifiers used by de.jstacs.sequenceScores.statisticalModels.trainable.discrete.inhomogeneous.shared

Class and Description
AbstractClassifier The super class for any classifier.
AbstractScoreBasedClassifier This class is the main class for all score based classifiers.
ClassDimensionException This class indicates that a classifier is defined for less than 2 classes or is defined over a different number of classes than given (e.g.