Uses of Class
org.drip.learning.kernel.DiagonalScalingOperator
| Package | Description |
|---|---|
| org.drip.learning.kernel |
Statistical Learning Banach Mercer Kernels
|
| org.drip.learning.svm |
Kernel SVM Decision Function Operator
|
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Uses of DiagonalScalingOperator in org.drip.learning.kernel
Methods in org.drip.learning.kernel with parameters of type DiagonalScalingOperator Modifier and Type Method Description R1CombinatorialIntegralOperatorEigenContainer. diagonallyScaledFeatureSpace(DiagonalScalingOperator dso)Generate the Diagonally Scaled Normed Vector Space of the RKHS Feature Space Bounds that results on applying the Diagonal Scaling OperatorOperatorClassCoveringBoundsIntegralOperatorEigenContainer. scaledCoveringNumberBounds(DiagonalScalingOperator dso)Generate the Operator Class Covering Number Bounds of the RKHS Feature Space Bounds that result on the Application of the Diagonal Scaling Operator -
Uses of DiagonalScalingOperator in org.drip.learning.svm
Methods in org.drip.learning.svm that return DiagonalScalingOperator Modifier and Type Method Description DiagonalScalingOperatorDecisionFunctionOperatorBounds. factorizingOperator()Retrieve the Factorizing Diagonal Scaling Operator InstanceMethods in org.drip.learning.svm with parameters of type DiagonalScalingOperator Modifier and Type Method Description DecisionFunctionOperatorBoundsRdDecisionFunction. entropyNumberUpperBounds(DiagonalScalingOperator dsoFactorizer, double dblFeatureSpaceMaureyConstant)Compute the Entropy Number Upper Bounds Instance for the Specified InputsdoubleRdDecisionFunction. logEntropyNumberAsymptote(DiagonalScalingOperator dsoFactorizer)Compute the Decision Function's Asymptotic Exponent for the Entropy NumberConstructors in org.drip.learning.svm with parameters of type DiagonalScalingOperator Constructor Description DecisionFunctionOperatorBounds(DiagonalScalingOperator dsoFactorizer, double dblInverseMarginNormBound, double dblFeatureSpaceMaureyConstant, int iFeatureSpaceDimension)DecisionFunctionOperatorBounds Constructor