#include <ml.hpp>

Inheritance diagram for CvForestTree:

Public Member Functions
	CvForestTree ()

virtual	~CvForestTree ()

virtual bool	train (CvDTreeTrainData trainData, const CvMat _subsample_idx, CvRTrees *forest)

virtual int	get_var_count () const

virtual void	read (CvFileStorage fs, CvFileNode node, CvRTrees forest, CvDTreeTrainData _data)

virtual bool	train (const CvMat trainData, int tflag, const CvMat responses, const CvMat varIdx=0, const CvMat sampleIdx=0, const CvMat varType=0, const CvMat missingDataMask=0, CvDTreeParams params=CvDTreeParams())

virtual bool	train (CvDTreeTrainData trainData, const CvMat _subsample_idx)

virtual void	read (CvFileStorage fs, CvFileNode node)

virtual void	read (CvFileStorage fs, CvFileNode node, CvDTreeTrainData *data)

Public Member Functions inherited from CvDTree
	CvDTree ()

virtual	~CvDTree ()

virtual bool	train (CvMLData *trainData, CvDTreeParams params=CvDTreeParams())

virtual float	calc_error (CvMLData trainData, int type, std::vector< float > resp=0)

virtual CvDTreeNode *	predict (const CvMat sample, const CvMat missingDataMask=0, bool preprocessedInput=false) const

virtual bool	train (const cv::Mat &trainData, int tflag, const cv::Mat &responses, const cv::Mat &varIdx=cv::Mat(), const cv::Mat &sampleIdx=cv::Mat(), const cv::Mat &varType=cv::Mat(), const cv::Mat &missingDataMask=cv::Mat(), CvDTreeParams params=CvDTreeParams())

virtual CvDTreeNode *	predict (const cv::Mat &sample, const cv::Mat &missingDataMask=cv::Mat(), bool preprocessedInput=false) const

virtual cv::Mat	getVarImportance ()

virtual const CvMat *	get_var_importance ()

virtual void	clear ()

virtual void	write (CvFileStorage fs, const char name) const

virtual void	write (CvFileStorage *fs) const

const CvDTreeNode *	get_root () const

int	get_pruned_tree_idx () const

CvDTreeTrainData *	get_data ()

Public Member Functions inherited from CvStatModel
	CvStatModel ()

virtual	~CvStatModel ()

virtual void	save (const char filename, const char name=0) const

virtual void	load (const char filename, const char name=0)

Protected Member Functions
virtual CvDTreeSplit *	find_best_split (CvDTreeNode *n)

Protected Member Functions inherited from CvDTree
virtual bool	do_train (const CvMat *_subsample_idx)

virtual void	try_split_node (CvDTreeNode *n)

virtual void	split_node_data (CvDTreeNode *n)

virtual CvDTreeSplit *	find_split_ord_class (CvDTreeNode n, int vi, float init_quality=0, CvDTreeSplit _split=0, uchar *ext_buf=0)

virtual CvDTreeSplit *	find_split_cat_class (CvDTreeNode n, int vi, float init_quality=0, CvDTreeSplit _split=0, uchar *ext_buf=0)

virtual CvDTreeSplit *	find_split_ord_reg (CvDTreeNode n, int vi, float init_quality=0, CvDTreeSplit _split=0, uchar *ext_buf=0)

virtual CvDTreeSplit *	find_split_cat_reg (CvDTreeNode n, int vi, float init_quality=0, CvDTreeSplit _split=0, uchar *ext_buf=0)

virtual CvDTreeSplit *	find_surrogate_split_ord (CvDTreeNode n, int vi, uchar ext_buf=0)

virtual CvDTreeSplit *	find_surrogate_split_cat (CvDTreeNode n, int vi, uchar ext_buf=0)

virtual double	calc_node_dir (CvDTreeNode *node)

virtual void	complete_node_dir (CvDTreeNode *node)

virtual void	cluster_categories (const int vectors, int vector_count, int var_count, int sums, int k, int *cluster_labels)

virtual void	calc_node_value (CvDTreeNode *node)

virtual void	prune_cv ()

virtual double	update_tree_rnc (int T, int fold)

virtual int	cut_tree (int T, int fold, double min_alpha)

virtual void	free_prune_data (bool cut_tree)

virtual void	free_tree ()

virtual void	write_node (CvFileStorage fs, CvDTreeNode node) const

virtual void	write_split (CvFileStorage fs, CvDTreeSplit split) const

virtual CvDTreeNode *	read_node (CvFileStorage fs, CvFileNode node, CvDTreeNode *parent)

virtual CvDTreeSplit *	read_split (CvFileStorage fs, CvFileNode node)

virtual void	write_tree_nodes (CvFileStorage *fs) const

virtual void	read_tree_nodes (CvFileStorage fs, CvFileNode node)

Protected Attributes
CvRTrees *	forest

Protected Attributes inherited from CvDTree
CvDTreeNode *	root

CvMat *	var_importance

CvDTreeTrainData *	data

Protected Attributes inherited from CvStatModel
const char *	default_model_name

Friends
struct	cv::ForestTreeBestSplitFinder

Additional Inherited Members
Public Attributes inherited from CvDTree
int	pruned_tree_idx

Constructor & Destructor Documentation

CvForestTree::CvForestTree ( )

virtual CvForestTree::~CvForestTree ( )

virtual

Member Function Documentation

virtual CvDTreeSplit* CvForestTree::find_best_split ( CvDTreeNode * n )

protectedvirtual

Reimplemented from CvDTree.

virtual int CvForestTree::get_var_count ( ) const

inlinevirtual

virtual void CvForestTree::read	(	CvFileStorage *	fs,
		CvFileNode *	node,
		CvRTrees *	forest,
		CvDTreeTrainData *	_data
	)

virtual

virtual void CvForestTree::read	(	CvFileStorage *	fs,
		CvFileNode *	node
	)

virtual

Reimplemented from CvDTree.

virtual void CvForestTree::read	(	CvFileStorage *	fs,
		CvFileNode *	node,
		CvDTreeTrainData *	data
	)

virtual

Reimplemented from CvDTree.

virtual bool CvForestTree::train	(	CvDTreeTrainData *	trainData,
		const CvMat *	_subsample_idx,
		CvRTrees *	forest
	)

virtual

virtual bool CvForestTree::train	(	const CvMat *	trainData,
		int	tflag,
		const CvMat *	responses,
		const CvMat *	varIdx = `0`,
		const CvMat *	sampleIdx = `0`,
		const CvMat *	varType = `0`,
		const CvMat *	missingDataMask = `0`,
		CvDTreeParams	params = `CvDTreeParams()`
	)

virtual

Reimplemented from CvDTree.

virtual bool CvForestTree::train	(	CvDTreeTrainData *	trainData,
		const CvMat *	_subsample_idx
	)

virtual

Reimplemented from CvDTree.

Friends And Related Function Documentation

friend struct cv::ForestTreeBestSplitFinder

friend

Member Data Documentation

CvRTrees* CvForestTree::forest

protected

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

ml/ml.hpp

Public Member Functions

Protected Member Functions

Protected Attributes

Friends

Additional Inherited Members

Constructor & Destructor Documentation

Member Function Documentation

Friends And Related Function Documentation

Member Data Documentation