This category contains 30 nodes.

AdaBoostM1 Deprecated

Class for boosting a nominal class classifier using the Adaboost M1 method.

AdditiveRegression Deprecated

Meta classifier that enhances the performance of a regression base classifier.

AttributeSelectedClassifier Deprecated

Dimensionality of training and test data is reduced by attribute selection before being passed on to a classifier.

Bagging Deprecated

Class for bagging a classifier to reduce variance.

ClassificationViaRegression Deprecated

Class for doing classification using regression methods.

CostSensitiveClassifier Deprecated

A metaclassifier that makes its base classifier cost-sensitive.

CVParameterSelection Deprecated

Class for performing parameter selection by cross-validation for any classifier.

Dagging Deprecated

This meta classifier creates a number of disjoint, stratified folds out of the data and feeds each chunk of data to a copy of the supplied base […]

Decorate Deprecated

DECORATE is a meta-learner for building diverse ensembles of classifiers by using specially constructed artificial training examples.