Uses of Class
gov.sandia.cognition.learning.experiment.AbstractLearningExperiment

Packages that use AbstractLearningExperiment
gov.sandia.cognition.learning.experiment Provides experiments for validating the performance of learning algorithms. 
 

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

Subclasses of AbstractLearningExperiment in gov.sandia.cognition.learning.experiment
 class AbstractValidationFoldExperiment<InputDataType,FoldDataType>
          The AbstractValidationFoldExperiment class implements a common way of structuring an experiment around a ValidationFoldCreator object where the fold creator is used to create each of the individual trials of the experiment.
 class LearnerComparisonExperiment<InputDataType,FoldDataType,LearnedType,StatisticType,SummaryType>
          The LearnerComparisonExperiment compares the performance of two machine learning algorithms to determine (using a statistical test) if the two algorithms have significantly different performance.
 class LearnerRepeatExperiment<InputDataType,LearnedType,StatisticType,SummaryType>
          Runs an experiment where the same learner is evaluated multiple times on the same data.
 class LearnerValidationExperiment<InputDataType,FoldDataType,LearnedType,StatisticType,SummaryType>
          The LearnerValidationExperiment class implements an experiment where a supervised machine learning algorithm is evaluated by applying it to a set of folds created from a given set of data.
 class OnlineLearnerValidationExperiment<DataType,LearnedType,StatisticType,SummaryType>
          Implements an experiment where an incremental supervised machine learning algorithm is evaluated by applying it to a set of data by successively testing on each item and then training on it.
 class ParallelLearnerValidationExperiment<InputDataType,FoldDataType,LearnedType,StatisticType,SummaryType>
          Parallel version of the LearnerValidationExperiment class that executes the validations experiments across available cores and hyperthreads.
 class SupervisedLearnerComparisonExperiment<InputType,OutputType,StatisticType,SummaryType>
          A comparison experiment for supervised learners.
 class SupervisedLearnerValidationExperiment<InputType,OutputType,StatisticType,SummaryType>
          The SupervisedLearnerValidationExperiment class extends the LearnerValidationExperiment class to provide a easy way to create a learner validation experiment for supervised learning.