Uses of Class
weka.classifiers.SingleClassifierEnhancer

Packages that use SingleClassifierEnhancer

Package	Description
weka.classifiers
weka.classifiers.lazy
weka.classifiers.meta
weka.classifiers.misc
weka.classifiers.trees

Uses of SingleClassifierEnhancer in weka.classifiers

Subclasses of SingleClassifierEnhancer in weka.classifiers

Modifier and Type	Class	Description
class	IteratedSingleClassifierEnhancer	Abstract utility class for handling settings common to meta classifiers that build an ensemble from a single base learner.
class	ParallelIteratedSingleClassifierEnhancer	Abstract utility class for handling settings common to meta classifiers that build an ensemble in parallel from a single base learner.
class	RandomizableIteratedSingleClassifierEnhancer	Abstract utility class for handling settings common to randomizable meta classifiers that build an ensemble from a single base learner.
class	RandomizableParallelIteratedSingleClassifierEnhancer	Abstract utility class for handling settings common to randomizable meta classifiers that build an ensemble in parallel from a single base learner.
class	RandomizableSingleClassifierEnhancer	Abstract utility class for handling settings common to randomizable meta classifiers that build an ensemble from a single base learner.

Uses of SingleClassifierEnhancer in weka.classifiers.lazy

Subclasses of SingleClassifierEnhancer in weka.classifiers.lazy

Modifier and Type	Class	Description
class	LWL	Locally weighted learning.

Uses of SingleClassifierEnhancer in weka.classifiers.meta

Subclasses of SingleClassifierEnhancer in weka.classifiers.meta

Modifier and Type	Class	Description
class	AdaBoostM1	Class for boosting a nominal class classifier using the Adaboost M1 method.
class	AdditiveRegression	Meta classifier that enhances the performance of a regression base classifier.
class	AttributeSelectedClassifier	Dimensionality of training and test data is reduced by attribute selection before being passed on to a classifier.
class	Bagging	Class for bagging a classifier to reduce variance.
class	ClassificationViaRegression	Class for doing classification using regression methods.
class	CostSensitiveClassifier	A metaclassifier that makes its base classifier cost sensitive.
class	CVParameterSelection	Class for performing parameter selection by cross-validation for any classifier. For more information, see: R.
class	FilteredClassifier	Class for running an arbitrary classifier on data that has been passed through an arbitrary filter.
class	LogitBoost	Class for performing additive logistic regression.
class	MultiClassClassifier	A metaclassifier for handling multi-class datasets with 2-class classifiers.
class	MultiClassClassifierUpdateable	A metaclassifier for handling multi-class datasets with 2-class classifiers.
class	RandomCommittee	Class for building an ensemble of randomizable base classifiers.
class	RandomizableFilteredClassifier	Class for running an arbitrary classifier on data that has been passed through an arbitrary filter.
class	RandomSubSpace	This method constructs a decision tree based classifier that maintains highest accuracy on training data and improves on generalization accuracy as it grows in complexity.
class	RegressionByDiscretization	A regression scheme that employs any classifier on a copy of the data that has the class attribute (equal-width) discretized.
class	WeightedInstancesHandlerWrapper	Generic wrapper around any classifier to enable weighted instances support. Uses resampling with weights if the base classifier is not implementing the weka.core.WeightedInstancesHandler interface and there are instance weights other 1.0 present.

Uses of SingleClassifierEnhancer in weka.classifiers.misc

Subclasses of SingleClassifierEnhancer in weka.classifiers.misc

Modifier and Type	Class	Description
class	InputMappedClassifier	Wrapper classifier that addresses incompatible training and test data by building a mapping between the training data that a classifier has been built with and the incoming test instances' structure.

Uses of SingleClassifierEnhancer in weka.classifiers.trees

Subclasses of SingleClassifierEnhancer in weka.classifiers.trees

Modifier and Type	Class	Description
class	RandomForest	Class for constructing a forest of random trees. For more information see: Leo Breiman (2001).