Hierarchy For Package gov.sandia.cognition.learning.function.categorization

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.AbstractBatchLearnerContainer<LearnerType> (implements gov.sandia.cognition.learning.algorithm.BatchLearnerContainer<LearnerType>)
      • gov.sandia.cognition.learning.function.categorization.BinaryVersusCategorizer.Learner<InputType,CategoryType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
      • gov.sandia.cognition.learning.function.categorization.EvaluatorToCategorizerAdapter.Learner<InputType,CategoryType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
      • gov.sandia.cognition.learning.function.categorization.WinnerTakeAllCategorizer.Learner<InputType,CategoryType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>, gov.sandia.cognition.math.matrix.VectorFactoryContainer)
    • 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.function.categorization.AbstractThresholdBinaryCategorizer<InputType> (implements gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>)
          • gov.sandia.cognition.learning.function.categorization.ScalarFunctionToBinaryCategorizerAdapter<InputType>
            • gov.sandia.cognition.learning.function.categorization.FisherLinearDiscriminantBinaryCategorizer
          • gov.sandia.cognition.learning.function.categorization.ScalarThresholdBinaryCategorizer (implements gov.sandia.cognition.math.matrix.Vectorizable)
          • gov.sandia.cognition.learning.function.categorization.VectorElementThresholdCategorizer
        • gov.sandia.cognition.learning.function.categorization.KernelBinaryCategorizer<InputType,EntryType> (implements gov.sandia.cognition.learning.function.kernel.KernelContainer<InputType>, gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>)
          • gov.sandia.cognition.learning.function.categorization.DefaultKernelBinaryCategorizer<InputType>
        • gov.sandia.cognition.learning.function.categorization.LinearBinaryCategorizer (implements gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>, gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
          • gov.sandia.cognition.learning.function.categorization.AbstractConfidenceWeightedBinaryCategorizer (implements gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer)
            • gov.sandia.cognition.learning.function.categorization.DefaultConfidenceWeightedBinaryCategorizer
            • gov.sandia.cognition.learning.function.categorization.DiagonalConfidenceWeightedBinaryCategorizer
    • 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.function.categorization.BinaryVersusCategorizer<InputType,CategoryType>
        • gov.sandia.cognition.learning.function.categorization.WinnerTakeAllCategorizer<InputType,CategoryType>
      • gov.sandia.cognition.learning.function.categorization.EvaluatorToCategorizerAdapter<InputType,CategoryType>
    • gov.sandia.cognition.statistics.AbstractDistribution<DataType> (implements gov.sandia.cognition.statistics.Distribution<DataType>)
      • gov.sandia.cognition.learning.function.categorization.MaximumAPosterioriCategorizer<ObservationType,CategoryType> (implements gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>)
    • gov.sandia.cognition.learning.function.categorization.CompositeCategorizer<InputType,IntermediateType,CategoryType> (implements gov.sandia.cognition.learning.function.categorization.Categorizer<InputType,CategoryType>)
    • gov.sandia.cognition.learning.function.categorization.FisherLinearDiscriminantBinaryCategorizer.ClosedFormSolver (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.learning.function.categorization.LinearMultiCategorizer<CategoryType> (implements gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>, gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
    • gov.sandia.cognition.learning.function.categorization.MaximumAPosterioriCategorizer.Learner<ObservationType,CategoryType> (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.function.categorization.Categorizer<InputType,CategoryType> (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
      • gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>
        • gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType> (also extends gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>)
          • gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>
            • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
      • gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>
        • gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType> (also extends gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>)
          • gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>
            • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
• gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>
  • gov.sandia.cognition.learning.function.categorization.Categorizer<InputType,CategoryType> (also extends gov.sandia.cognition.util.CloneableSerializable)
    • gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>
      • gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType> (also extends gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>)
        • gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>
          • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
    • gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>
      • gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType> (also extends gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>)
        • gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>
          • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
  • gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>
    • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>)
• java.io.Serializable
  • gov.sandia.cognition.util.CloneableSerializable (also extends java.lang.Cloneable)
    • gov.sandia.cognition.learning.function.categorization.Categorizer<InputType,CategoryType> (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
      • gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>
        • gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType> (also extends gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>)
          • gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>
            • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
      • gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer<InputType,CategoryType,DiscriminantType>
        • gov.sandia.cognition.learning.function.categorization.DiscriminantBinaryCategorizer<InputType> (also extends gov.sandia.cognition.learning.function.categorization.BinaryCategorizer<InputType>)
          • gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>
            • gov.sandia.cognition.learning.function.categorization.ConfidenceWeightedBinaryCategorizer (also extends gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)