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

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • gov.sandia.cognition.util.AbstractCloneableSerializable (implements gov.sandia.cognition.util.CloneableSerializable)
    • gov.sandia.cognition.statistics.method.AbstractConfidenceStatistic (implements gov.sandia.cognition.statistics.method.ConfidenceStatistic)
      • gov.sandia.cognition.learning.algorithm.regression.LinearRegression.Statistic
    • 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.regression.AbstractLogisticRegression<InputType,OutputType,FunctionType>
            • gov.sandia.cognition.learning.algorithm.regression.AbstractParameterCostMinimizer<ResultType,CostFunctionType> (implements gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner<CostParametersType,ResultType>, gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType>)
              • gov.sandia.cognition.learning.algorithm.regression.LeastSquaresEstimator
                • gov.sandia.cognition.learning.algorithm.regression.FletcherXuHybridEstimation
                • gov.sandia.cognition.learning.algorithm.regression.GaussNewtonAlgorithm
                • gov.sandia.cognition.learning.algorithm.regression.LevenbergMarquardtEstimation
            • gov.sandia.cognition.learning.algorithm.regression.KernelBasedIterativeRegression<InputType> (implements gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm)
            • gov.sandia.cognition.learning.algorithm.regression.KernelWeightedRobustRegression<InputType,OutputType>
            • gov.sandia.cognition.learning.algorithm.regression.LogisticRegression
      • gov.sandia.cognition.algorithm.AnytimeAlgorithmWrapper<ResultType,InternalAlgorithm> (implements gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.algorithm.IterativeAlgorithmListener)
        • gov.sandia.cognition.learning.algorithm.regression.AbstractMinimizerBasedParameterCostMinimizer<ResultType,EvaluatorType> (implements gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType>)
          • gov.sandia.cognition.learning.algorithm.regression.ParameterDerivativeFreeCostMinimizer
          • gov.sandia.cognition.learning.algorithm.regression.ParameterDifferentiableCostMinimizer
    • gov.sandia.cognition.util.DefaultPair<FirstType,SecondType> (implements gov.sandia.cognition.util.Pair<FirstType,SecondType>)
      • gov.sandia.cognition.evaluator.CompositeEvaluatorPair<InputType,IntermediateType,OutputType> (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>, java.io.Serializable)
        • gov.sandia.cognition.learning.algorithm.regression.LogisticRegression.Function (implements gov.sandia.cognition.math.matrix.Vectorizable)
    • gov.sandia.cognition.learning.algorithm.regression.LinearBasisRegression<InputType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.learning.algorithm.regression.LinearRegression (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.learning.algorithm.regression.LocallyWeightedFunction.Learner<InputType,OutputType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.learning.algorithm.regression.MultivariateLinearRegression (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.learning.algorithm.regression.ParameterDerivativeFreeCostMinimizer.ParameterCostEvaluatorDerivativeFree (implements gov.sandia.cognition.math.DifferentiableEvaluator<InputType,OutputType,DerivativeType>)
    • gov.sandia.cognition.learning.algorithm.regression.ParameterDifferentiableCostMinimizer.ParameterCostEvaluatorDerivativeBased (implements gov.sandia.cognition.math.DifferentiableEvaluator<InputType,OutputType,DerivativeType>)
    • gov.sandia.cognition.learning.algorithm.regression.UnivariateLinearRegression (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
  • gov.sandia.cognition.learning.algorithm.regression.LocallyWeightedFunction<InputType,OutputType> (implements gov.sandia.cognition.evaluator.Evaluator<InputType,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.BatchCostMinimizationLearner<CostParametersType,ResultType>
        • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
      • gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>
        • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner<CostParametersType,ResultType>, gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm)
        • gov.sandia.cognition.learning.algorithm.regression.Regression<InputType,OutputType,EvaluatorType>
          • gov.sandia.cognition.learning.algorithm.regression.MultivariateRegression<InputType,EvaluatorType>
          • gov.sandia.cognition.learning.algorithm.regression.UnivariateRegression<InputType,EvaluatorType>
• gov.sandia.cognition.algorithm.IterativeAlgorithm
  • gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType> (also extends gov.sandia.cognition.algorithm.StoppableAlgorithm)
    • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner<CostParametersType,ResultType>, gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
• gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm
  • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner<CostParametersType,ResultType>, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
• 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.BatchCostMinimizationLearner<CostParametersType,ResultType>
        • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
      • gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>
        • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType>, gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner<CostParametersType,ResultType>, gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm)
        • gov.sandia.cognition.learning.algorithm.regression.Regression<InputType,OutputType,EvaluatorType>
          • gov.sandia.cognition.learning.algorithm.regression.MultivariateRegression<InputType,EvaluatorType>
          • gov.sandia.cognition.learning.algorithm.regression.UnivariateRegression<InputType,EvaluatorType>
• gov.sandia.cognition.algorithm.StoppableAlgorithm
  • gov.sandia.cognition.algorithm.AnytimeAlgorithm<ResultType> (also extends gov.sandia.cognition.algorithm.IterativeAlgorithm)
    • gov.sandia.cognition.learning.algorithm.regression.ParameterCostMinimizer<ResultType> (also extends gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner<CostParametersType,ResultType>, gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm, gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)