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CGridSearchModelSelection Class Reference

Detailed Description

Model selection class which searches for the best model by a grid- search. See CModelSelection for details.

Definition at line 26 of file GridSearchModelSelection.h.

Inheritance diagram for CGridSearchModelSelection:
Inheritance graph
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Public Member Functions

 CGridSearchModelSelection ()
 CGridSearchModelSelection (CModelSelectionParameters *model_parameters, CCrossValidation *cross_validation)
virtual ~CGridSearchModelSelection ()
virtual CParameterCombinationselect_model ()
virtual const char * get_name () const
- Public Member Functions inherited from CModelSelection
 CModelSelection (CModelSelectionParameters *model_parameters, CCrossValidation *cross_validation)
virtual ~CModelSelection ()
- 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)
SGIOget_global_io ()
void set_global_parallel (Parallel *parallel)
Parallelget_global_parallel ()
void set_global_version (Version *version)
Versionget_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)

Additional Inherited Members

- Public Attributes inherited from CSGObject
SGIOio
Parallelparallel
Versionversion
Parameterm_parameters
Parameterm_model_selection_parameters
- 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 inherited from CModelSelection
CModelSelectionParametersm_model_parameters
CCrossValidationm_cross_validation

Constructor & Destructor Documentation

constructor

Definition at line 19 of file GridSearchModelSelection.cpp.

CGridSearchModelSelection ( CModelSelectionParameters model_parameters,
CCrossValidation cross_validation 
)

constructor

Parameters
model_parameters
cross_validation

Definition at line 25 of file GridSearchModelSelection.cpp.

destructor

Definition at line 33 of file GridSearchModelSelection.cpp.

Member Function Documentation

virtual const char* get_name ( ) const
virtual
Returns
name of the SGSerializable

Reimplemented from CModelSelection.

Definition at line 46 of file GridSearchModelSelection.h.

CParameterCombination * select_model ( )
virtual

select model

Implements CModelSelection.

Definition at line 37 of file GridSearchModelSelection.cpp.


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

SHOGUN Machine Learning Toolbox - Documentation