Functions to train classifiers using AdaBoost algorithm. More...

#include "clsfy_adaboost_trainer.h"
#include <vcl_iostream.h>
#include <vsl/vsl_indent.h>
#include <vcl_cmath.h>
#include <vcl_cassert.h>

Functions
void	vsl_b_write (vsl_b_ostream &bfs, const clsfy_adaboost_trainer &b)
	Binary file stream output operator for class reference.
void	vsl_b_read (vsl_b_istream &bfs, clsfy_adaboost_trainer &b)
	Binary file stream input operator for class reference.
void	vsl_print_summary (vcl_ostream &os, const clsfy_adaboost_trainer &b)
	Stream output operator for class reference.
vcl_ostream &	operator<< (vcl_ostream &os, const clsfy_adaboost_trainer &b)
	Stream output operator for class reference.

Detailed Description

Functions to train classifiers using AdaBoost algorithm.

Author:: dac

Date:

Fri Mar 1 23:49:39 2002 Functions to train classifiers using AdaBoost algorithm AdaBoost combines a set of (usually simple, weak) classifiers into a more powerful single classifier. Essentially it selects the classifiers one at a time, choosing the best at each step. The classifiers are trained to distinguish the examples mis-classified by the currently selected classifiers.

   Modifications

Definition in file clsfy_adaboost_trainer.cxx.

Function Documentation

vcl_ostream& operator<<	(	vcl_ostream &	os,
		const clsfy_adaboost_trainer &	b
	)

Stream output operator for class reference.

Definition at line 301 of file clsfy_adaboost_trainer.cxx.

void vsl_b_read	(	vsl_b_istream &	bfs,
		clsfy_adaboost_trainer &	b
	)

Binary file stream input operator for class reference.

Definition at line 284 of file clsfy_adaboost_trainer.cxx.

void vsl_b_write	(	vsl_b_ostream &	bfs,
		const clsfy_adaboost_trainer &	b
	)

Binary file stream output operator for class reference.

Definition at line 277 of file clsfy_adaboost_trainer.cxx.

void vsl_print_summary	(	vcl_ostream &	os,
		const clsfy_adaboost_trainer &	b
	)

Stream output operator for class reference.

Definition at line 291 of file clsfy_adaboost_trainer.cxx.