CEBL::IncrementalSVD Class Reference

#include <IncrementalSVD.hpp>

Public Member Functions
	IncrementalSVD ()
std::map< std::string, CEBL::Param >	getParamsList ()
	get and set the parameter list to the feature extractor
void	setParamsList (std::map< std::string, CEBL::Param > &)
	set list of parameters
ublas::matrix< double >	use (const ublas::matrix< double > &)
	use feature on data and return new matrix
void	reset ()
	reset the buffer
map< string, SerializedObject >	save () const
	save plugin to list, and return it
void	load (map< string, SerializedObject > objects)
Public Member Functions inherited from CEBL::Feature
virtual	~Feature ()
void	setSampleRate (int sample_rate)
virtual bool	needsTraining ()
virtual void	train ()
virtual bool	isTrained ()
Public Member Functions inherited from CEBL::Plugin
	Plugin ()
virtual	~Plugin ()
void	halt ()
	tell classifier to halt
string	getName () const
	get the name of the plugin
virtual void	load (map< string, SerializedObject > objects)
	load plugin from list of objects

Additional Inherited Members
Protected Attributes inherited from CEBL::Feature
int	sample_rate
Protected Attributes inherited from CEBL::Plugin
string	plugin_name
bool	should_halt

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Detailed Description

Definition at line 35 of file IncrementalSVD.hpp.

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Constructor & Destructor Documentation

CEBL::IncrementalSVD::IncrementalSVD

(

)

Definition at line 9 of file IncrementalSVD.cpp.

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Member Function Documentation

std::map< std::string, CEBL::Param > CEBL::IncrementalSVD::getParamsList ( )

virtual

get and set the parameter list to the feature extractor

get list of parameters needed for feature

Reimplemented from CEBL::Plugin.

Definition at line 20 of file IncrementalSVD.cpp.

References CEBL::Param::setMax(), CEBL::Param::setMin(), and CEBL::Param::setStep().

void CEBL::IncrementalSVD::load

(

map< string, SerializedObject >

objects

)

Definition at line 117 of file IncrementalSVD.cpp.

References CEBL::deserialize().

void CEBL::IncrementalSVD::reset ( )

virtual

reset the buffer

reset the feature

Reimplemented from CEBL::Feature.

Definition at line 125 of file IncrementalSVD.cpp.

map< string, SerializedObject > CEBL::IncrementalSVD::save ( ) const

virtual

save plugin to list, and return it

Reimplemented from CEBL::Plugin.

Definition at line 109 of file IncrementalSVD.cpp.

References CEBL::serialize().

void CEBL::IncrementalSVD::setParamsList ( std::map< std::string, CEBL::Param > &  params )

virtual

set list of parameters

Reimplemented from CEBL::Plugin.

Definition at line 40 of file IncrementalSVD.cpp.

Matrix CEBL::IncrementalSVD::use ( const ublas::matrix< double > &  data )

virtual

use feature on data and return new matrix

featureize data and return the result

Implements CEBL::Feature.

Definition at line 55 of file IncrementalSVD.cpp.

References cppR::Lag(), cppR::ncol(), cppR::nrow(), and cppR::submatrix().

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

• plugins/features/IncrementalSVD.hpp
• plugins/features/IncrementalSVD.cpp