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

Detailed Description

ChowLiuTree Chow Liu Tree class for information form gaussian distribtuions

Definition at line 130 of file ChowLiuTree.h.

Constructor & Destructor Documentation

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

Definition at line 110 of file ChowLiuTree.cpp.

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.

Definition at line 132 of file ChowLiuTree.h.

Definition at line 133 of file ChowLiuTree.h.

Definition at line 143 of file ChowLiuTree.h.

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