CEBL::MSPRT Class Reference

#include <MSPRT.hpp>

Public Member Functions
	MSPRT ()
	~MSPRT ()
void	updateWithProbabilities (std::vector< double > probs)
std::vector< double >	decideClasses ()
void	init (int num_classes)
std::map< std::string, CEBL::Param >	getParamsList ()
	get list of parameters needed for decision process
void	setParamsList (std::map< std::string, CEBL::Param > &)
	set list of parameters
map< string, SerializedObject >	save () const
	serialize for saving to archive
void	load (map< string, SerializedObject > objects)
	serialize class to load form archive
Public Member Functions inherited from CEBL::Decision
virtual	~Decision ()
virtual void	updateWithClassification (ublas::vector< int > classes)
void	updateWithProbabilities (std::vector< std::vector< double > > probs)
	perform update over several samples
virtual void	updateWithClassification (int cls)
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::Decision
int	num_classes
Protected Attributes inherited from CEBL::Plugin
string	plugin_name
bool	should_halt

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Detailed Description

Definition at line 32 of file MSPRT.hpp.

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Constructor & Destructor Documentation

CEBL::MSPRT::MSPRT

(

)

Definition at line 8 of file MSPRT.cpp.

CEBL::MSPRT::~MSPRT

(

)

Definition at line 16 of file MSPRT.cpp.

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Member Function Documentation

std::vector< double > CEBL::MSPRT::decideClasses ( )

virtual

Return percents for each class.

 \return 

Implements CEBL::Decision.

Definition at line 72 of file MSPRT.cpp.

References cppR::apply(), cppR::asStdVector(), and cppR::max().

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

virtual

get list of parameters needed for decision process

Reimplemented from CEBL::Plugin.

Definition at line 23 of file MSPRT.cpp.

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

void CEBL::MSPRT::init ( int  num_classes )

virtual

Initialize the decision process.

Parameters:

num_classes

Reimplemented from CEBL::Decision.

Definition at line 86 of file MSPRT.cpp.

References cppR::rep().

void CEBL::MSPRT::load

(

map< string, SerializedObject >

objects

)

serialize class to load form archive

Definition at line 109 of file MSPRT.cpp.

References CEBL::deserialize().

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

virtual

serialize for saving to archive

Reimplemented from CEBL::Plugin.

Definition at line 97 of file MSPRT.cpp.

References CEBL::serialize().

void CEBL::MSPRT::setParamsList ( std::map< std::string, CEBL::Param > &  p )

virtual

set list of parameters

Reimplemented from CEBL::Plugin.

Definition at line 43 of file MSPRT.cpp.

void CEBL::MSPRT::updateWithProbabilities ( std::vector< double >  probs )

virtual

Update decision process based on probabilities from a classifiction if we don't have probs available, just use updateWithClassification.

Parameters:

probs

Implements CEBL::Decision.

Definition at line 59 of file MSPRT.cpp.

References cppR::apply(), cppR::asUblasVector(), cppR::rep(), and cppR::sum().

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

• plugins/decision/MSPRT.hpp
• plugins/decision/MSPRT.cpp