Uses of Interface
gov.sandia.cognition.learning.experiment.ValidationFoldCreator

Packages that use ValidationFoldCreator

Package	Description
gov.sandia.cognition.learning.experiment	Provides experiments for validating the performance of learning algorithms.

Uses of ValidationFoldCreator in gov.sandia.cognition.learning.experiment

Classes in gov.sandia.cognition.learning.experiment that implement ValidationFoldCreator

Modifier and Type	Class and Description
class	CrossFoldCreator<DataType> The CrossFoldCreator implements a validation fold creator that creates folds for a typical k-fold cross-validation experiment.
class	LeaveOneOutFoldCreator<DataType> The LeaveOneOutFoldCreator class implements the leave-one-out method for creating training-testing folds for a cross-validation experiment.
class	RandomByTwoFoldCreator<DataType> A validation fold creator that takes a given collection of data and randomly splits it in half a given number of times, returning two folds for each split, using one half as training and the other half as testing.
class	RandomFoldCreator<DataType> The RandomFoldCreator class makes use of a randomized data partitioner to create a set number of folds for a set of data by passing the data to the data partitioner multiple times.

Fields in gov.sandia.cognition.learning.experiment declared as ValidationFoldCreator

Modifier and Type	Field and Description
protected ValidationFoldCreator<InputDataType,FoldDataType>	AbstractValidationFoldExperiment.foldCreator The method to use to create the validation folds.

Methods in gov.sandia.cognition.learning.experiment that return ValidationFoldCreator

Modifier and Type	Method and Description
ValidationFoldCreator<InputDataType,FoldDataType>	AbstractValidationFoldExperiment.getFoldCreator() Gets the fold creator.

Methods in gov.sandia.cognition.learning.experiment with parameters of type ValidationFoldCreator

Modifier and Type	Method and Description
void	AbstractValidationFoldExperiment.setFoldCreator(ValidationFoldCreator<InputDataType,FoldDataType> foldCreator) Sets the fold creator.

Constructors in gov.sandia.cognition.learning.experiment with parameters of type ValidationFoldCreator

Constructor and Description
AbstractValidationFoldExperiment(ValidationFoldCreator<InputDataType,FoldDataType> foldCreator) Creates a new instance of AbstractValidationFoldExperiment.
LearnerComparisonExperiment(ValidationFoldCreator<InputDataType,FoldDataType> foldCreator, PerformanceEvaluator<? super LearnedType,? super java.util.Collection<? extends FoldDataType>,? extends StatisticType> performanceEvaluator, NullHypothesisEvaluator<java.util.Collection<? extends StatisticType>> statisticalTest, Summarizer<? super StatisticType,? extends SummaryType> summarizer) Creates a new instance of LearnerComparisonExperiment.
LearnerValidationExperiment(ValidationFoldCreator<InputDataType,FoldDataType> foldCreator, PerformanceEvaluator<? super LearnedType,? super java.util.Collection<? extends FoldDataType>,? extends StatisticType> performanceEvaluator, Summarizer<? super StatisticType,? extends SummaryType> summarizer) Creates a new instance of SupervisedLearnerExperiment.
ParallelLearnerValidationExperiment(ValidationFoldCreator<InputDataType,FoldDataType> foldCreator, PerformanceEvaluator<? super LearnedType,? super java.util.Collection<? extends FoldDataType>,? extends StatisticType> performanceEvaluator, Summarizer<? super StatisticType,? extends SummaryType> summarizer) Creates a new instance of ParallelLearnerValidationExperiment.
SupervisedLearnerComparisonExperiment(ValidationFoldCreator<InputOutputPair<InputType,OutputType>,InputOutputPair<InputType,OutputType>> foldCreator, PerformanceEvaluator<? super Evaluator<? super InputType,OutputType>,? super java.util.Collection<? extends InputOutputPair<InputType,OutputType>>,? extends StatisticType> performanceEvaluator, NullHypothesisEvaluator<java.util.Collection<? extends StatisticType>> statisticalTest, Summarizer<? super StatisticType,? extends SummaryType> summarizer) Creates a new instance of SupervisedLearnerComparisonExperiment.
SupervisedLearnerValidationExperiment(ValidationFoldCreator<InputOutputPair<InputType,OutputType>,InputOutputPair<InputType,OutputType>> foldCreator, PerformanceEvaluator<? super Evaluator<? super InputType,? extends OutputType>,? super java.util.Collection<? extends InputOutputPair<InputType,OutputType>>,? extends StatisticType> performanceEvaluator, Summarizer<? super StatisticType,? extends SummaryType> summarizer) Creates a new instance of SupervisedLearnerValidationExperiment.