multi_class.h File Reference

Go to the source code of this file.

Classes
class	Node< T >
	This is a generic Node class that is extended by Internal or Leaf Nodes. More...
class	MultiClass_Internal_Node< T >
	This class extends Node and represents Internal node in the tree. More...
class	MultiClass_Leaf_Node< T >
	This class extends Node and represents Leag node in the tree. More...
Functions
template<class T>
Node< T > *	construct_tree (Hazy_Sgd< T > **models, int low_value, int high_value, int parents_search_key, int parents_label_of_us)
	Constructs the tree.
template<class T>
Node< T > *	build_root_node (Hazy_Sgd< T > **models, int nLabels)
	Builds tree by using balanced-tree.
template<class T>
Node< T > *	build_ova (Hazy_Sgd< T > **models, int nLabels)
	Builds tree by using one-versus all tree.

---

Function Documentation

template<class T>

Node<T>* build_ova	(	Hazy_Sgd< T > **	models,
		int	nLabels
	)

Builds tree by using one-versus all tree.

Parameters:

[in]	models	list of hazy sgd classifiers
[in]	nLabels	number of labels

template<class T>

Node<T>* build_root_node	(	Hazy_Sgd< T > **	models,
		int	nLabels
	)

Builds tree by using balanced-tree.

Parameters:

[in]	models	list of hazy sgd classifiers
[in]	nLabels	number of labels

template<class T>

Node<T>* construct_tree	(	Hazy_Sgd< T > **	models,
		int	low_value,
		int	high_value,
		int	parents_search_key,
		int	parents_label_of_us
	)

Constructs the tree.

Parameters:

[in]	models	list of hazy sgd classifiers
[in]	low_value
[in]	high_value
[in]	parents_search_key
[in]	parents_label_of_us

---