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

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.perceptron.AbstractOnlineLinearBinaryCategorizerLearner (implements gov.sandia.cognition.math.matrix.VectorFactoryContainer)
          • gov.sandia.cognition.learning.algorithm.perceptron.AbstractKernelizableBinaryCategorizerOnlineLearner (implements gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner)
            • gov.sandia.cognition.learning.algorithm.perceptron.AbstractLinearCombinationOnlineLearner
              • gov.sandia.cognition.learning.algorithm.perceptron.OnlineBinaryMarginInfusedRelaxedAlgorithm
              • gov.sandia.cognition.learning.algorithm.perceptron.OnlinePassiveAggressivePerceptron
                • gov.sandia.cognition.learning.algorithm.perceptron.OnlinePassiveAggressivePerceptron.AbstractSoftMargin
                  • gov.sandia.cognition.learning.algorithm.perceptron.OnlinePassiveAggressivePerceptron.LinearSoftMargin
                  • gov.sandia.cognition.learning.algorithm.perceptron.OnlinePassiveAggressivePerceptron.QuadraticSoftMargin
                    • gov.sandia.cognition.learning.algorithm.perceptron.OnlineRampPassiveAggressivePerceptron
              • gov.sandia.cognition.learning.algorithm.perceptron.OnlinePerceptron
              • gov.sandia.cognition.learning.algorithm.perceptron.OnlineShiftingPerceptron
            • gov.sandia.cognition.learning.algorithm.perceptron.AggressiveRelaxedOnlineMaximumMarginAlgorithm
            • gov.sandia.cognition.learning.algorithm.perceptron.Ballseptron
            • gov.sandia.cognition.learning.algorithm.perceptron.RelaxedOnlineMaximumMarginAlgorithm
          • gov.sandia.cognition.learning.algorithm.perceptron.Winnow
        • gov.sandia.cognition.learning.algorithm.perceptron.OnlineVotedPerceptron (implements gov.sandia.cognition.math.matrix.VectorFactoryContainer)
      • gov.sandia.cognition.learning.algorithm.perceptron.OnlineMultiPerceptron<CategoryType> (implements gov.sandia.cognition.math.matrix.VectorFactoryContainer)
        • gov.sandia.cognition.learning.algorithm.perceptron.OnlineMultiPerceptron.ProportionalUpdate<CategoryType>
        • gov.sandia.cognition.learning.algorithm.perceptron.OnlineMultiPerceptron.UniformUpdate<CategoryType>
    • 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.LinearBinaryCategorizer (implements gov.sandia.cognition.learning.function.categorization.ThresholdBinaryCategorizer<InputType>, gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.OnlineShiftingPerceptron.LinearResult
    • 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.perceptron.BatchMultiPerceptron<CategoryType> (implements gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm, gov.sandia.cognition.math.matrix.VectorFactoryContainer)
            • gov.sandia.cognition.learning.algorithm.perceptron.Perceptron (implements gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm, gov.sandia.cognition.math.matrix.VectorFactoryContainer)

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.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
      • gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
    • gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>)
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
      • gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
• 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.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>)
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
      • gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
    • gov.sandia.cognition.learning.algorithm.IncrementalLearner<DataType,ResultType>
      • gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchLearner<DataType,ResultType>)
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>
      • gov.sandia.cognition.learning.algorithm.SupervisedIncrementalLearner<InputType,OutputType,ResultType>
        • gov.sandia.cognition.learning.algorithm.SupervisedBatchAndIncrementalLearner<InputType,OutputType,ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchAndIncrementalLearner<DataType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.KernelizableBinaryCategorizerOnlineLearner
          • gov.sandia.cognition.learning.algorithm.perceptron.LinearizableBinaryCategorizerOnlineLearner<InputType>