quickrank::optimization::post_learning::pruning Namespace Reference

Classes
class	Cleaver
	This implements various strategies for pruning ensembles. More...
class	LastPruning
	This implements random pruning strategy for pruning ensembles. More...
class	LowWeightsPruning
	This implements random pruning strategy for pruning ensembles. More...
class	QualityLossPruning
	This implements random pruning strategy for pruning ensembles. More...
class	RandomPruning
	This implements random pruning strategy for pruning ensembles. More...
class	ScoreLossPruning
	This implements random pruning strategy for pruning ensembles. More...
class	SkipPruning
	This implements random pruning strategy for pruning ensembles. More...

Functions
std::shared_ptr< quickrank::optimization::Optimization >	create_pruner (const pugi::xml_document &model)
std::shared_ptr< quickrank::optimization::Optimization >	create_pruner (Cleaver::PruningMethod pruningMethod, double pruning_rate, std::shared_ptr< learning::linear::LineSearch > lineSearch)
std::shared_ptr< quickrank::optimization::Optimization >	create_pruner (Cleaver::PruningMethod pruningMethod, double pruning_rate)
std::shared_ptr< quickrank::optimization::Optimization >	create_pruner (std::string pruningMethodName, double pruning_rate, std::shared_ptr< learning::linear::LineSearch > lineSearch)
std::shared_ptr< quickrank::optimization::Optimization >	create_pruner (std::string pruningMethodName, double pruning_rate)

Function Documentation

std::shared_ptr< quickrank::optimization::Optimization > quickrank::optimization::post_learning::pruning::create_pruner

(

const pugi::xml_document &

model

)

std::shared_ptr< quickrank::optimization::Optimization > quickrank::optimization::post_learning::pruning::create_pruner	(	Cleaver::PruningMethod	pruningMethod,
		double	pruning_rate,
		std::shared_ptr< learning::linear::LineSearch >	lineSearch
	)

std::shared_ptr< quickrank::optimization::Optimization > quickrank::optimization::post_learning::pruning::create_pruner	(	Cleaver::PruningMethod	pruningMethod,
		double	pruning_rate
	)

std::shared_ptr< quickrank::optimization::Optimization > quickrank::optimization::post_learning::pruning::create_pruner	(	std::string	pruningMethodName,
		double	pruning_rate,
		std::shared_ptr< learning::linear::LineSearch >	lineSearch
	)

std::shared_ptr< quickrank::optimization::Optimization > quickrank::optimization::post_learning::pruning::create_pruner	(	std::string	pruningMethodName,
		double	pruning_rate
	)