OnlineLearnVisitor Class Reference

#include <vigra/random_forest/rf_visitors.hxx>

Inheritance diagram for OnlineLearnVisitor:

Public Member Functions
void	reset_tree (int tree_id)
template<class RF , class PR , class SM , class ST >
void	visit_after_tree (RF &, PR &, SM &, ST &, int)
template<class RF , class PR >
void	visit_at_beginning (RF &rf, const PR &)
template<class TR , class IntT , class TopT , class Feat >
void	visit_internal_node (TR &tr, IntT index, TopT node_t, Feat &features)
Public Member Functions inherited from VisitorBase
double	return_val ()
template<class Tree , class Split , class Region , class Feature_t , class Label_t >
void	visit_after_split (Tree &tree, Split &split, Region &parent, Region &leftChild, Region &rightChild, Feature_t &features, Label_t &labels)
template<class RF , class PR , class SM , class ST >
void	visit_after_tree (RF &rf, PR &pr, SM &sm, ST &st, int index)
template<class RF , class PR >
void	visit_at_beginning (RF const &rf, PR const &pr)
template<class RF , class PR >
void	visit_at_end (RF const &rf, PR const &pr)
template<class TR , class IntT , class TopT , class Feat >
void	visit_external_node (TR &tr, IntT index, TopT node_t, Feat &features)
template<class TR , class IntT , class TopT , class Feat >
void	visit_internal_node (TR &, IntT, TopT, Feat &)

Detailed Description

Visitor to gain information, later needed for online learning.

Member Function Documentation

visit_at_beginning()

template<class RF , class PR >

void visit_at_beginning	(	RF &	rf,
		const PR &
	)

Initialize, set the number of trees

reset_tree()

void reset_tree

(

int

tree_id

)

Reset a tree

visit_after_tree()

template<class RF , class PR , class SM , class ST >

void visit_after_tree	(	RF &	,
		PR &	,
		SM &	,
		ST &	,
		int
	)

simply increase the tree count

visit_internal_node()

template<class TR , class IntT , class TopT , class Feat >

void visit_internal_node	(	TR &	tr,
		IntT	index,
		TopT	node_t,
		Feat &	features
	)

do something when visiting a internal node during getToLeaf

remember as last node id, for finding the parent of the last external node also: adjust class counts and borders

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

• vigra/random_forest/rf_visitors.hxx