ParameterSelection

Contains classes and methods to implement parameter selection.

Classes
class	gurls::ParamSelCalibrateSGD< T >
	ParamselCalibrateSGD is the sub-class of ParamSelection that implements parameter selection for pegasos. More...
class	gurls::ParamSelection< T >
	ParamSelection is the class that implements parameter selection. More...
class	gurls::ParamSelFixLambda< T >
	ParamSelFixLambda is the sub-class of ParamSelection that sets the regularization parameter to a constant. More...
class	gurls::ParamSelFixSigLam< T >
	ParamSelFixSigLam is the sub-class of ParamSelection that sets the regularization parameters to constants. More...
class	gurls::ParamSelHoDual< T >
	ParamSelHoDual is the subclass of ParamSelection that implements hold-out cross validation with the dual formulation of RLS. More...
class	gurls::ParamSelHoDualr< T >
	ParamSelHoDualr is the randomized version of ParamSelHoDual. More...
class	gurls::ParamSelHoGPRegr< T >
	ParamSelHoGPRegr is the sub-class of ParamSelection that implements. More...
class	gurls::ParamSelHoPrimal< T >
	ParamSelHoPrimal is the subclass of ParamSelection that implements hold-out cross validation with the primal formulation of RLS. More...
class	gurls::ParamSelHoPrimalr< T >
	ParamSelHoPrimalr is the randomized version of ParamSelHoPrimal. More...
class	gurls::ParamSelLoocvDual< T >
	ParamSelLoocvDual is the sub-class of ParamSelection that implements LOO cross-validation with the dual formulation. More...
class	gurls::ParamSelLoocvPrimal< T >
	ParamSelLoocvPrimal is the sub-class of ParamSelection that implements LOO cross-validation with the primal formulation. More...
class	gurls::ParamSelLooGPRegr< T >
	ParamSelLooGPRegr is the sub-class of ParamSelection that implements. More...
class	gurls::ParamSelSiglam< T >
	ParamSelSiglam is the sub-class of ParamSelection that implements LOO cross-validation with the dual formulation for a rbf kernel. More...
class	gurls::ParamSelSiglamHo< T >
	ParamSelSiglam is the sub-class of ParamSelection that implements hold-out cross validation with the dual formulation for a rbf kernel. More...
class	gurls::ParamSelSiglamHoGPRegr< T >
	ParamSelSiglamHoGPRegr is the sub-class of ParamSelection that implements. More...
class	gurls::ParamSelSiglamLooGPRegr< T >
	ParamSelSiglamLooGPRegr is the sub-class of ParamSelection that implements leave-one-ot parameter selection for Gaussian process regression. More...