CGUIPreprocessor Class Reference

Detailed Description

UI preprocessor.

Definition at line 25 of file GUIPreprocessor.h.

Inheritance diagram for CGUIPreprocessor:

Public Member Functions
	CGUIPreprocessor ()
	CGUIPreprocessor (CSGInterface *interface)
	~CGUIPreprocessor ()
CPreprocessor *	create_generic (EPreprocessorType type)
CPreprocessor *	create_prunevarsubmean (bool divide_by_std=false)
CPreprocessor *	create_pca (bool do_whitening, float64_t threshold)
bool	add_preproc (CPreprocessor *preproc)
bool	del_preproc ()
bool	clean_preproc ()
bool	attach_preproc (char *target, bool do_force=false)
virtual const char *	get_name () const
Public Member Functions inherited from CSGObject
	CSGObject ()
	CSGObject (const CSGObject &orig)
virtual	~CSGObject ()
virtual bool	is_generic (EPrimitiveType *generic) const
template<class T >
void	set_generic ()
void	unset_generic ()
virtual void	print_serializable (const char *prefix="")
virtual bool	save_serializable (CSerializableFile *file, const char *prefix="")
virtual bool	load_serializable (CSerializableFile *file, const char *prefix="")
void	set_global_io (SGIO *io)
SGIO *	get_global_io ()
void	set_global_parallel (Parallel *parallel)
Parallel *	get_global_parallel ()
void	set_global_version (Version *version)
Version *	get_global_version ()
SGVector< char * >	get_modelsel_names ()
char *	get_modsel_param_descr (const char *param_name)
index_t	get_modsel_param_index (const char *param_name)

Protected Member Functions
bool	preprocess_features (CFeatures *trainfeat, CFeatures *testfeat, bool force)
bool	preproc_all_features (CFeatures *f, bool force)
Protected Member Functions inherited from CSGObject
virtual void	load_serializable_pre () throw (ShogunException)
virtual void	load_serializable_post () throw (ShogunException)
virtual void	save_serializable_pre () throw (ShogunException)
virtual void	save_serializable_post () throw (ShogunException)

Protected Attributes
CList *	preprocs
CSGInterface *	ui

Additional Inherited Members
Public Attributes inherited from CSGObject
SGIO *	io
Parallel *	parallel
Version *	version
Parameter *	m_parameters
Parameter *	m_model_selection_parameters

Constructor & Destructor Documentation

CGUIPreprocessor

(

)

constructor

Definition at line 29 of file GUIPreprocessor.h.

CGUIPreprocessor

(

CSGInterface *

interface

)

constructor

Parameters

interface

Definition at line 39 of file GUIPreprocessor.cpp.

~CGUIPreprocessor

(

)

destructor

Definition at line 45 of file GUIPreprocessor.cpp.

Member Function Documentation

bool add_preproc

(

CPreprocessor *

preproc

)

add new preproc to list

Definition at line 107 of file GUIPreprocessor.cpp.

bool attach_preproc	(	char *	target,
		bool	do_force = false
	)

attach preprocessor to TRAIN/TEST feature obj. it will also preprocess train/test data when a feature matrix is available

when successful create new preproc list

Definition at line 129 of file GUIPreprocessor.cpp.

bool clean_preproc

(

)

clean all preprocs from list

Definition at line 112 of file GUIPreprocessor.cpp.

CPreprocessor * create_generic

(

EPreprocessorType

type

)

create generic Preprocessor

Definition at line 79 of file GUIPreprocessor.cpp.

CPreprocessor * create_pca	(	bool	do_whitening,
		float64_t	threshold
	)

create preproc PCA

Definition at line 62 of file GUIPreprocessor.cpp.

CPreprocessor * create_prunevarsubmean

(

bool

divide_by_std = false

)

create preproc PruneVarSubMean

Definition at line 50 of file GUIPreprocessor.cpp.

bool del_preproc

(

)

delete last preproc in list

Definition at line 119 of file GUIPreprocessor.cpp.

virtual const char* get_name ( ) const

virtual

Returns

object name

Implements CSGObject.

Definition at line 58 of file GUIPreprocessor.h.

bool preproc_all_features ( CFeatures *  f, bool  force  )

protected

preproc all features

Parameters

f
force

Definition at line 277 of file GUIPreprocessor.cpp.

bool preprocess_features ( CFeatures *  trainfeat, CFeatures *  testfeat, bool  force  )

protected

preprocess features

Parameters

trainfeat
testfeat
force

Definition at line 217 of file GUIPreprocessor.cpp.

Member Data Documentation

CList* preprocs

protected

preprocs

Definition at line 74 of file GUIPreprocessor.h.

CSGInterface* ui

protected

ui

Definition at line 76 of file GUIPreprocessor.h.

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

• GUIPreprocessor.h
• GUIPreprocessor.cpp