Microsoft Research Random Forest parameters. More...

#include <TrainNodeMsRF.h>

Public Member Functions
	TrainNodeMsRFParams ()

	TrainNodeMsRFParams (int _max_decision_levels, int _num_of_candidate_features, unsigned int _num_of_candidate_thresholds_per_feature, int _num_ot_trees, bool _verbose, int _maxSamples)

Public Attributes
int	max_decision_levels
	Maximum number of the decision levels. More...

int	num_of_candidate_features
	Number of candidate features. More...

unsigned int	num_of_candidate_thresholds_per_feature
	Number of candidate thresholds (per feature) More...

int	num_ot_trees
	Number of trees in the forest (time / accuracy) More...

bool	verbose
	Verbose mode. More...

size_t	maxSamples
	Maximum number of samples to be used in training. 0 means using all the samples. More...

Detailed Description

Microsoft Research Random Forest parameters.

Definition at line 23 of file TrainNodeMsRF.h.

Constructor & Destructor Documentation

◆ TrainNodeMsRFParams() [1/2]

DirectGraphicalModels::TrainNodeMsRFParams::TrainNodeMsRFParams ( )

inline

Definition at line 31 of file TrainNodeMsRF.h.

◆ TrainNodeMsRFParams() [2/2]

DirectGraphicalModels::TrainNodeMsRFParams::TrainNodeMsRFParams	(	int	_max_decision_levels,
		int	_num_of_candidate_features,
		unsigned int	_num_of_candidate_thresholds_per_feature,
		int	_num_ot_trees,
		bool	_verbose,
		int	_maxSamples
	)

inline

Definition at line 32 of file TrainNodeMsRF.h.

Member Data Documentation

◆ max_decision_levels

int DirectGraphicalModels::TrainNodeMsRFParams::max_decision_levels

Maximum number of the decision levels.

Definition at line 24 of file TrainNodeMsRF.h.

◆ maxSamples

size_t DirectGraphicalModels::TrainNodeMsRFParams::maxSamples

Maximum number of samples to be used in training. 0 means using all the samples.

Definition at line 29 of file TrainNodeMsRF.h.

◆ num_of_candidate_features

int DirectGraphicalModels::TrainNodeMsRFParams::num_of_candidate_features

Number of candidate features.

Definition at line 25 of file TrainNodeMsRF.h.

◆ num_of_candidate_thresholds_per_feature

unsigned int DirectGraphicalModels::TrainNodeMsRFParams::num_of_candidate_thresholds_per_feature

Number of candidate thresholds (per feature)

Definition at line 26 of file TrainNodeMsRF.h.

◆ num_ot_trees

int DirectGraphicalModels::TrainNodeMsRFParams::num_ot_trees

Number of trees in the forest (time / accuracy)

Definition at line 27 of file TrainNodeMsRF.h.

◆ verbose

bool DirectGraphicalModels::TrainNodeMsRFParams::verbose

Verbose mode.

Definition at line 28 of file TrainNodeMsRF.h.

The documentation for this struct was generated from the following file:

D:/Projects/DGM/modules/DGM/TrainNodeMsRF.h

Public Member Functions

Public Attributes