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

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.kernel.AbstractOnlineKernelBinaryCategorizerLearner<InputType> (implements gov.sandia.cognition.learning.function.kernel.KernelContainer<InputType>)
          • gov.sandia.cognition.learning.algorithm.perceptron.kernel.AbstractOnlineBudgetedKernelBinaryCategorizerLearner<InputType>
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.Forgetron<InputType>
              • gov.sandia.cognition.learning.algorithm.perceptron.kernel.Forgetron.Greedy<InputType>
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.Forgetron.Basic<InputType>
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.OnlineKernelRandomizedBudgetPerceptron<InputType> (implements gov.sandia.cognition.util.Randomized)
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.RemoveOldestKernelPerceptron<InputType>
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.Stoptron<InputType>
          • gov.sandia.cognition.learning.algorithm.perceptron.kernel.KernelBinaryCategorizerOnlineLearnerAdapter<InputType>
          • gov.sandia.cognition.learning.algorithm.perceptron.kernel.OnlineKernelPerceptron<InputType>
          • gov.sandia.cognition.learning.algorithm.perceptron.kernel.Projectron<InputType>
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.Projectron.LinearSoftMargin<InputType>
    • 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.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.algorithm.perceptron.kernel.Forgetron.Result<InputType>
    • 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.kernel.KernelAdatron<InputType> (implements gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm)
            • gov.sandia.cognition.learning.algorithm.perceptron.kernel.KernelPerceptron<InputType> (implements gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm)

Interface Hierarchy

• gov.sandia.cognition.learning.algorithm.perceptron.kernel.BudgetedKernelBinaryCategorizerLearner