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
Classifier s that are based on SequenceScore s.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
DifferentiableStatisticalModel s 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
DifferentiableStatisticalModel s either
by maximum supervised posterior (MSP) or by maximum conditional likelihood (MCL). |
de.jstacs.classifiers.differentiableSequenceScoreBased.sampling |
Provides the classes for
AbstractScoreBasedClassifier s that are based on
SamplingDifferentiableStatisticalModel s
and that sample parameters using the Metropolis-Hastings algorithm. |
de.jstacs.classifiers.trainSMBased |
Provides the classes for
Classifier s that are based on TrainableStatisticalModel s. |
de.jstacs.classifiers.utils |
Provides some useful classes for working with classifiers.
|
de.jstacs.sequenceScores.statisticalModels.trainable.discrete.inhomogeneous.shared |
Class and Description |
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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
Result s 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.
|
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.
|
Class and Description |
---|
AbstractClassifier
The super class for any classifier.
|
AbstractScoreBasedClassifier
This class is the main class for all score based classifiers.
|
Class and Description |
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AbstractClassifier
The super class for any classifier.
|
AbstractScoreBasedClassifier
This class is the main class for all score based classifiers.
|
Class and Description |
---|
AbstractClassifier
The super class for any classifier.
|
AbstractScoreBasedClassifier
This class is the main class for all score based classifiers.
|
Class and Description |
---|
AbstractClassifier
The super class for any classifier.
|
AbstractScoreBasedClassifier
This class is the main class for all score based classifiers.
|
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.
|
Class and Description |
---|
AbstractScoreBasedClassifier
This class is the main class for all score based classifiers.
|
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.
|