Inheritance diagram for jubatus::core::classifier::passive_aggressive:

Collaboration diagram for jubatus::core::classifier::passive_aggressive:

Public Member Functions
std::string	name () const

	passive_aggressive (storage_ptr storage)

void	train (const common::sfv_t &fv, const std::string &label)

Public Member Functions inherited from jubatus::core::classifier::linear_classifier
std::string	classify (const common::sfv_t &fv) const

void	classify_with_scores (const common::sfv_t &fv, classify_result &scores) const

void	clear ()

bool	delete_label (const std::string &label)

std::vector< std::string >	get_labels () const

framework::mixable *	get_mixable ()

virtual void	get_status (std::map< std::string, std::string > &status) const

jubatus::util::lang::shared_ptr< unlearner::unlearner_base >	label_unlearner () const

	linear_classifier (storage_ptr storage)

void	pack (framework::packer &pk) const

bool	set_label (const std::string &label)

void	set_label_unlearner (jubatus::util::lang::shared_ptr< unlearner::unlearner_base > label_unlearner)

bool	unlearn_label (const std::string &label)

void	unpack (msgpack::object o)

virtual	~linear_classifier ()

Public Member Functions inherited from jubatus::core::classifier::classifier_base
	classifier_base ()

virtual	~classifier_base ()

Additional Inherited Members
Protected Member Functions inherited from jubatus::core::classifier::linear_classifier
float	calc_margin (const common::sfv_t &sfv, const std::string &label, std::string &incorrect_label) const

float	calc_margin_and_variance (const common::sfv_t &sfv, const std::string &label, std::string &incorrect_label, float &variance) const

void	check_touchable (const std::string &label)

std::string	get_largest_incorrect_label (const common::sfv_t &sfv, const std::string &label, classify_result &scores) const

void	touch (const std::string &label)

void	update_weight (const common::sfv_t &sfv, float step_weigth, const std::string &pos_label, const std::string &neg_class)

Static Protected Member Functions inherited from jubatus::core::classifier::linear_classifier
static float	squared_norm (const common::sfv_t &sfv)

Protected Attributes inherited from jubatus::core::classifier::linear_classifier
framework::linear_function_mixer	mixable_storage_

storage_ptr	storage_

jubatus::util::lang::shared_ptr< unlearner::unlearner_base >	unlearner_

Detailed Description

Definition at line 28 of file passive_aggressive.hpp.

Constructor & Destructor Documentation

jubatus::core::classifier::passive_aggressive::passive_aggressive ( storage_ptr storage )

explicit

Definition at line 27 of file passive_aggressive.cpp.

28 : linear_classifier(storage) {

29 }

linear_classifier(storage_ptr storage)

Definition: linear_classifier.cpp:42

string jubatus::core::classifier::passive_aggressive::name ( ) const

virtual

Definition at line 49 of file passive_aggressive.cpp.

                                       {
   return string("passive_aggressive");
 }

void jubatus::core::classifier::passive_aggressive::train	(	const common::sfv_t &	fv,
		const std::string &	label
	)

virtual

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