Algo::ID3 Class Reference

This class represent the ID3 datamining algorithm. More...

#include <id3.hh>

Inheritance diagram for Algo::ID3:


Public Member Functions
	ID3 (std::vector< Data::Column * > &cols, std::vector< unsigned int > &learning, std::string &classification_col)
void	construct_tree ()
	public method to construct the tree
Protected Member Functions
void	_construct_tree (Tree::DecisionTree &tree)
	private methode to start construction
float	_gain (Tree::DecisionTree &tree, unsigned int column)
	compute id3 gain function
template<typename Type> float	ID3::_gain (Tree::DecisionTree &tree, Data::ColumnTyped< Type > *col, unsigned int col_nb)
	specialized version of gain function
template<typename Type> unsigned int	_get_classe (Tree::DecisionTree &inf_tree, Data::ColumnTyped< Type > *col)
	, return the destination class
template<typename Type> float	_id3_construct_tree (Tree::DecisionTree &tree, Data::ColumnTyped< Type > *col, unsigned int col_nb)
	, construct the tree when column is selected

Detailed Description

This class represent the ID3 datamining algorithm.

Definition at line 32 of file id3.hh.

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

Generated on Tue Jul 29 15:39:08 2003 for libdatamining by

1.3.2