Base for classes to build clsfy_classifier_base objects. More...

#include <clsfy_adaboost_sorted_builder.h>

Inheritance diagram for clsfy_adaboost_sorted_builder:

Public Member Functions
	clsfy_adaboost_sorted_builder ()
virtual	~clsfy_adaboost_sorted_builder ()
virtual clsfy_classifier_base *	new_classifier () const
	Create empty model.
void	set_batch_size (int bs)
	set batch size.
void	set_save_data_to_disk (bool x)
	set save data to disk bool.
void	set_max_n_clfrs (int max_n_clfrs)
	set max_n_clfrs.
void	set_weak_builder (clsfy_builder_1d &weak_builder)
	set weak builder ( a pointer is retained ).
virtual double	build (clsfy_classifier_base &model, mbl_data_wrapper< vnl_vector< double > > &inputs, unsigned nClasses, const vcl_vector< unsigned > &outputs) const
	Build model from data.
virtual vcl_string	is_a () const
	Name of the class.
virtual bool	is_class (vcl_string const &s) const
	Name of the class.
virtual clsfy_builder_base *	clone () const
	Create a copy on the heap and return base class pointer.
virtual void	print_summary (vcl_ostream &os) const
	Print class to os.
virtual void	b_write (vsl_b_ostream &bfs) const
	Save class to binary file stream.
virtual void	b_read (vsl_b_istream &bfs)
	Load class from binary file stream.
virtual void	config (vcl_istream &as)
	Initialise the parameters from a text stream.
Static Public Member Functions
static vcl_auto_ptr < clsfy_builder_base >	new_builder (vcl_istream &as)
	Load description from a text stream.
Private Attributes
bool	save_data_to_disk_
	bool indicating whether or not to save data to disk.
int	bs_
	batch size.
int	max_n_clfrs_
	maximum number of classifiers found by Adaboost algorithm.
clsfy_builder_1d *	weak_builder_
	pointer to 1d builder used to build each weak classifier.

Detailed Description

Base for classes to build clsfy_classifier_base objects.

Definition at line 26 of file clsfy_adaboost_sorted_builder.h.

Constructor & Destructor Documentation

clsfy_adaboost_sorted_builder::clsfy_adaboost_sorted_builder ( )

Definition at line 34 of file clsfy_adaboost_sorted_builder.cxx.

clsfy_adaboost_sorted_builder::~clsfy_adaboost_sorted_builder ( ) [virtual]

Definition at line 41 of file clsfy_adaboost_sorted_builder.cxx.

Member Function Documentation

void clsfy_adaboost_sorted_builder::b_read ( vsl_b_istream & bfs ) [virtual]

Load class from binary file stream.

Implements clsfy_builder_base.

Definition at line 447 of file clsfy_adaboost_sorted_builder.cxx.

void clsfy_adaboost_sorted_builder::b_write ( vsl_b_ostream & bfs ) const [virtual]

Save class to binary file stream.

Implements clsfy_builder_base.

Definition at line 434 of file clsfy_adaboost_sorted_builder.cxx.

double clsfy_adaboost_sorted_builder::build	(	clsfy_classifier_base &	model,
		mbl_data_wrapper< vnl_vector< double > > &	inputs,
		unsigned	nClasses,
		const vcl_vector< unsigned > &	outputs
	)		const `[virtual]`

Build model from data.

Build classifier composed of 1d classifiers working on individual vector elements.

Return the mean error over the training set. For many classifiers, you may use nClasses==1 to indicate a binary classifier

Builds an n-component classifier, each component of which is a 1D classifier working on a single element of the input vector.

Implements clsfy_builder_base.

Definition at line 64 of file clsfy_adaboost_sorted_builder.cxx.

clsfy_builder_base * clsfy_adaboost_sorted_builder::clone ( ) const [virtual]

Create a copy on the heap and return base class pointer.

Implements clsfy_builder_base.

Definition at line 413 of file clsfy_adaboost_sorted_builder.cxx.

void clsfy_builder_base::config ( vcl_istream & as ) [virtual, inherited]

Initialise the parameters from a text stream.

Default case accepts no parameters.

Reimplemented in clsfy_rbf_svm_smo_1_builder, clsfy_parzen_builder, clsfy_knn_builder, clsfy_null_builder, and clsfy_binary_1d_wrapper_builder.

Definition at line 26 of file clsfy_builder_base.cxx.

vcl_string clsfy_adaboost_sorted_builder::is_a ( ) const [virtual]

Name of the class.

Reimplemented from clsfy_builder_base.

Definition at line 55 of file clsfy_adaboost_sorted_builder.cxx.

bool clsfy_adaboost_sorted_builder::is_class ( vcl_string const & s ) const [virtual]

Name of the class.

Reimplemented from clsfy_builder_base.

Definition at line 48 of file clsfy_adaboost_sorted_builder.cxx.

vcl_auto_ptr< clsfy_builder_base > clsfy_builder_base::new_builder ( vcl_istream & as ) [static, inherited]

Load description from a text stream.

The stream should contain the name of the feature extractor class that will be used, followed by a brace-enclosed list of parameters for the builder. This function will construct the appropriate clsfy_builder_base derivative and return that.

Exceptions: