isam::ChowLiuTree Class Reference

#include <ChowLiuTree.h>

List of all members.

Public Member Functions
	ChowLiuTree (const Eigen::MatrixXd &L, const std::vector< Node * > &nodes)
Public Attributes
std::map< int, ChowLiuTreeNode >	tree
Private Member Functions
void	_build_tree_rec (int id, int pid)
void	_calc_edges ()
double	_calc_mi (int ida, int idb)
void	_max_span_tree ()
Private Attributes
ChowLiuTreeInfo	_clt_info
std::list< MI >	_edges

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Detailed Description

ChowLiuTree Chow Liu Tree class for information form gaussian distribtuions

Definition at line 130 of file ChowLiuTree.h.

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Constructor & Destructor Documentation

isam::ChowLiuTree::ChowLiuTree	(	const Eigen::MatrixXd &	L,
		const std::vector< Node * > &	nodes
	)

Definition at line 110 of file ChowLiuTree.cpp.

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Member Function Documentation

void isam::ChowLiuTree::_build_tree_rec	(	int	id,
		int	pid
	)		[private]

Definition at line 201 of file ChowLiuTree.cpp.

void isam::ChowLiuTree::_calc_edges

(

)

[private]

Definition at line 140 of file ChowLiuTree.cpp.

double isam::ChowLiuTree::_calc_mi	(	int	ida,
		int	idb
	)		[private]

Definition at line 155 of file ChowLiuTree.cpp.

void isam::ChowLiuTree::_max_span_tree

(

)

[private]

Definition at line 173 of file ChowLiuTree.cpp.

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Member Data Documentation

ChowLiuTreeInfo isam::ChowLiuTree::_clt_info [private]

Definition at line 132 of file ChowLiuTree.h.

std::list<MI> isam::ChowLiuTree::_edges [private]

Definition at line 133 of file ChowLiuTree.h.

std::map<int, ChowLiuTreeNode> isam::ChowLiuTree::tree

Definition at line 143 of file ChowLiuTree.h.

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

• ChowLiuTree.h
• ChowLiuTree.cpp