Hierarchy For Package gov.sandia.cognition.learning.algorithm.ensemble

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • gov.sandia.cognition.util.AbstractCloneableSerializable (implements gov.sandia.cognition.util.CloneableSerializable)
    • gov.sandia.cognition.learning.algorithm.AbstractBatchAndIncrementalLearner<DataType,ResultType> (implements gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType>)
      • gov.sandia.cognition.learning.algorithm.AbstractSupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType>)
        • gov.sandia.cognition.learning.algorithm.ensemble.OnlineBaggingCategorizerLearner<InputType,CategoryType,MemberType> (implements gov.sandia.cognition.util.Randomized)
    • gov.sandia.cognition.learning.function.categorization.AbstractBinaryCategorizer<InputType> (implements gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>)
      • gov.sandia.cognition.learning.function.categorization.AbstractDiscriminantBinaryCategorizer<InputType> (implements gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType>)
        • gov.sandia.cognition.learning.algorithm.ensemble.WeightedBinaryEnsemble<InputType,MemberType> (implements gov.sandia.cognition.learning.algorithm.ensemble.Ensemble<MemberType>)
    • gov.sandia.cognition.learning.function.categorization.AbstractCategorizer<InputType,CategoryType> (implements gov.sandia.cognition.learning.function.categorization.Categorizer<InputType,CategoryType>)
      • gov.sandia.cognition.learning.function.categorization.AbstractDiscriminantCategorizer<InputType,CategoryType,DiscriminantType> (implements gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>)
        • gov.sandia.cognition.learning.algorithm.ensemble.VotingCategorizerEnsemble<InputType,CategoryType,MemberType> (implements gov.sandia.cognition.learning.algorithm.ensemble.Ensemble<MemberType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.WeightedVotingCategorizerEnsemble<InputType,CategoryType,MemberType> (implements gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>, gov.sandia.cognition.learning.algorithm.ensemble.Ensemble<MemberType>)
    • gov.sandia.cognition.algorithm.AbstractIterativeAlgorithm (implements gov.sandia.cognition.algorithm.IterativeAlgorithm)
      • gov.sandia.cognition.algorithm.AbstractAnytimeAlgorithm<ResultType> (implements gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>)
        • gov.sandia.cognition.learning.algorithm.AbstractAnytimeBatchLearner<DataType,ResultType> (implements gov.sandia.cognition.learning.algorithm.AnytimeBatchLearner<DataType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.AbstractAnytimeSupervisedBatchLearner<InputType,OutputType,ResultType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
            • gov.sandia.cognition.learning.algorithm.ensemble.AbstractBaggingLearner<InputType,OutputType,MemberType,EnsembleType> (implements gov.sandia.cognition.learning.algorithm.BatchLearnerContainer<LearnerType>, gov.sandia.cognition.util.Randomized)
              • gov.sandia.cognition.learning.algorithm.ensemble.BaggingCategorizerLearner<InputType,CategoryType> (implements gov.sandia.cognition.learning.algorithm.ensemble.BagBasedCategorizerEnsembleLearner<InputType,CategoryType>)
                • gov.sandia.cognition.learning.algorithm.ensemble.CategoryBalancedBaggingLearner<InputType,CategoryType>
              • gov.sandia.cognition.learning.algorithm.ensemble.BaggingRegressionLearner<InputType>
              • gov.sandia.cognition.learning.algorithm.ensemble.BinaryBaggingLearner<InputType>
            • gov.sandia.cognition.learning.algorithm.ensemble.AdaBoost<InputType> (implements gov.sandia.cognition.learning.algorithm.BatchLearnerContainer<LearnerType>)
            • gov.sandia.cognition.learning.algorithm.ensemble.IVotingCategorizerLearner<InputType,CategoryType> (implements gov.sandia.cognition.learning.algorithm.ensemble.BagBasedCategorizerEnsembleLearner<InputType,CategoryType>, gov.sandia.cognition.learning.algorithm.BatchLearnerContainer<LearnerType>, gov.sandia.cognition.util.Randomized)
              • gov.sandia.cognition.learning.algorithm.ensemble.CategoryBalancedIVotingLearner<InputType,CategoryType>
            • gov.sandia.cognition.learning.algorithm.ensemble.MultiCategoryAdaBoost<InputType,CategoryType> (implements gov.sandia.cognition.learning.algorithm.BatchLearnerContainer<LearnerType>)
    • gov.sandia.cognition.algorithm.event.AbstractIterativeAlgorithmListener (implements gov.sandia.cognition.algorithm.IterativeAlgorithmListener)
      • gov.sandia.cognition.learning.algorithm.ensemble.AbstractCategorizerOutOfBagStoppingCriteria<InputType,CategoryType>
        • gov.sandia.cognition.learning.algorithm.ensemble.BaggingCategorizerLearner.OutOfBagErrorStoppingCriteria<InputType,CategoryType>
        • gov.sandia.cognition.learning.algorithm.ensemble.IVotingCategorizerLearner.OutOfBagErrorStoppingCriteria<InputType,CategoryType>
    • gov.sandia.cognition.learning.algorithm.ensemble.AbstractUnweightedEnsemble<MemberType> (implements gov.sandia.cognition.learning.algorithm.ensemble.Ensemble<MemberType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.AdditiveEnsemble<InputType,MemberType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.AveragingEnsemble<InputType,MemberType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
    • gov.sandia.cognition.learning.algorithm.ensemble.AbstractWeightedEnsemble<MemberType> (implements gov.sandia.cognition.learning.algorithm.ensemble.Ensemble<MemberType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.WeightedAdditiveEnsemble<InputType,MemberType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.WeightedAveragingEnsemble<InputType,MemberType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
    • gov.sandia.cognition.learning.algorithm.ensemble.BinaryCategorizerSelector<InputType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)

Interface Hierarchy

• java.lang.Cloneable
  • gov.sandia.cognition.util.CloneableSerializable (also extends java.io.Serializable)
    • gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.AnytimeBatchLearner<DataType,ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>)
        • gov.sandia.cognition.learning.algorithm.ensemble.BagBasedCategorizerEnsembleLearner<InputType,CategoryType>
• gov.sandia.cognition.learning.algorithm.ensemble.Ensemble<MemberType>
• gov.sandia.cognition.algorithm.IterativeAlgorithm
  • gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType> (also extends gov.sandia.cognition.algorithm.StoppableAlgorithm)
    • gov.sandia.cognition.learning.algorithm.AnytimeBatchLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.BagBasedCategorizerEnsembleLearner<InputType,CategoryType>
• java.io.Serializable
  • gov.sandia.cognition.util.CloneableSerializable (also extends java.lang.Cloneable)
    • gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.AnytimeBatchLearner<DataType,ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>)
        • gov.sandia.cognition.learning.algorithm.ensemble.BagBasedCategorizerEnsembleLearner<InputType,CategoryType>
• gov.sandia.cognition.algorithm.StoppableAlgorithm
  • gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType> (also extends gov.sandia.cognition.algorithm.IterativeAlgorithm)
    • gov.sandia.cognition.learning.algorithm.AnytimeBatchLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>)
      • gov.sandia.cognition.learning.algorithm.ensemble.BagBasedCategorizerEnsembleLearner<InputType,CategoryType>