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

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.tree.AbstractDecisionTreeNode<InputType,OutputType,InteriorType> (implements gov.sandia.cognition.learning.algorithm.tree.DecisionTreeNode<InputType,OutputType>)
      • gov.sandia.cognition.learning.algorithm.tree.CategorizationTreeNode<InputType,OutputType,InteriorType>
      • gov.sandia.cognition.learning.algorithm.tree.RegressionTreeNode<InputType,InteriorType>
    • gov.sandia.cognition.algorithm.AbstractIterativeAlgorithm (implements gov.sandia.cognition.algorithm.IterativeAlgorithm)
      • gov.sandia.cognition.learning.algorithm.tree.AbstractDecisionTreeLearner<InputType,OutputType> (implements java.io.Serializable)
        • gov.sandia.cognition.learning.algorithm.tree.CategorizationTreeLearner<InputType,OutputType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
        • gov.sandia.cognition.learning.algorithm.tree.RegressionTreeLearner<InputType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.util.AbstractRandomized (implements gov.sandia.cognition.util.Randomized)
      • gov.sandia.cognition.learning.algorithm.tree.RandomSubVectorThresholdLearner<OutputType> (implements gov.sandia.cognition.math.matrix.VectorFactoryContainer, gov.sandia.cognition.learning.algorithm.tree.VectorThresholdLearner<OutputType>)
    • gov.sandia.cognition.learning.algorithm.tree.AbstractVectorThresholdMaximumGainLearner<OutputType> (implements gov.sandia.cognition.learning.algorithm.tree.VectorThresholdLearner<OutputType>)
      • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdGiniImpurityLearner<OutputType>
      • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdHellingerDistanceLearner<OutputType>
      • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdInformationGainLearner<OutputType> (implements gov.sandia.cognition.learning.algorithm.tree.PriorWeightedNodeLearner<OutputType>)
    • gov.sandia.cognition.learning.algorithm.tree.DecisionTree<InputType,OutputType> (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
      • gov.sandia.cognition.learning.algorithm.tree.CategorizationTree<InputType,OutputType> (implements gov.sandia.cognition.learning.function.categorization.Categorizer<InputType,CategoryType>)
      • gov.sandia.cognition.learning.algorithm.tree.RegressionTree<InputType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
    • gov.sandia.cognition.learning.algorithm.tree.RandomForestFactory
    • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdVarianceLearner (implements gov.sandia.cognition.learning.algorithm.tree.VectorThresholdLearner<OutputType>)

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.tree.DeciderLearner<InputType,OutputType,CategoryType,DeciderType>
        • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdLearner<OutputType> (also extends gov.sandia.cognition.learning.algorithm.DimensionFilterableLearner)
    • gov.sandia.cognition.learning.algorithm.tree.DecisionTreeNode<InputType,OutputType>
• gov.sandia.cognition.learning.algorithm.DimensionFilterableLearner
  • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdLearner<OutputType> (also extends gov.sandia.cognition.learning.algorithm.tree.DeciderLearner<InputType,OutputType,CategoryType,DeciderType>)
• gov.sandia.cognition.learning.algorithm.tree.PriorWeightedNodeLearner<OutputType>
• 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.tree.DeciderLearner<InputType,OutputType,CategoryType,DeciderType>
        • gov.sandia.cognition.learning.algorithm.tree.VectorThresholdLearner<OutputType> (also extends gov.sandia.cognition.learning.algorithm.DimensionFilterableLearner)
    • gov.sandia.cognition.learning.algorithm.tree.DecisionTreeNode<InputType,OutputType>