Package weka.classifiers

Interface Summary

Interface	Description
AbstainingClassifier	Interface for classifiers that may support abstaining.
CrossValidationFoldGenerator	Interface for generating cross-validation folds.
PerFoldCrossValidationFoldGenerator	Interface for cross-validation fold generators that can return the indices per fold.
RandomSplitGenerator	Interface for generators of random splits of datasets.
RangeCheckClassifier	Interface for classifiers that allow checks whether data is outside the training range of the classifier.
ScriptedClassifier	Interface for classifiers that make use of scripts derived from AbstractAdvancedScript.
SplitGenerator	Interface for helper classes that generate dataset splits.
TestingHelper.TestingUpdateListener	The interface for objects that listen for testing updates.
ThreadSafeClassifier	Indicator interface for thread-safe classifiers.

Class Summary

Class	Description
AbstractSplitGenerator	Ancestor for helper classes that generates dataset splits.
AggregateEvaluations	Allows the aggregation of Evaluation objects.
BestBinnedNumericClassRandomSplitGenerator	Picks the best binning algorithm from the provided ones.
BinnedNumericClassCrossValidationFoldGenerator	Helper class for generating cross-validation folds.
BinnedNumericClassRandomSplitGenerator	Generates random splits of datasets with numeric classes using a binning algorithm.
CrossValidationHelper	Helper class for cross-validation.
DefaultCrossValidationFoldGenerator	Helper class for generating cross-validation folds.
DefaultRandomSplitGenerator	Generates random splits of datasets.
GroupedBinnedNumericClassCrossValidationFoldGenerator	Helper class for generating cross-validation folds.
GroupedBinnedNumericClassRandomSplitGenerator	Generates random splits of datasets with numeric classes using a binning algorithm.
GroupedCrossValidationFoldGenerator	Helper class for generating cross-validation folds.
GroupedCrossValidationFoldGeneratorUsingNumericClassValues	Helper class for generating cross-validation folds. Uses the string representation of the numeric class values as grouping.
GroupedRandomSplitGenerator	Generates random splits of datasets, making sure that groups of instances stay together (identified via a regexp).
LeaveOneOutByValueGenerator	Generates train/test split pairs using the unique values from the specified attribute.
MultiLevelSplitGenerator	Generates splits based on groups extracted via regular expressions.
RangeCheckHelper	Helper class for generating range checks.
ScriptedClassifierUtils	Helper class for managing/updating scripts of classifiers that implement ScriptedClassifier.
ScriptedClassifierUtils.ExpandPlaceholdersObserver	Expands placeholders when traversing properties.
ScriptedClassifierUtils.InitObserver	Observer that initializes for prediction.
StoppableClassifier	Ancestor for classifiers that can be stopped.
StoppableEvaluation	Extended Evaluation class that can stop its evaluation processes better.
StoppableRandomizableClassifier	Ancestor for randomizable classifiers that can be stopped.
StoppableSingleClassifierEnhancer	Stops the base classifier if it implements Stoppable.
TestingHelper	Helper class for evaluating models on test data.