Public Member Functions

CSimplePreprocessor< ST > Class Template Reference


Detailed Description

template<class ST>
class shogun::CSimplePreprocessor< ST >

Template class SimplePreprocessor, base class for preprocessors (cf. CPreprocessor) that apply to CSimpleFeatures (i.e. rectangular dense matrices).

Two new functions apply_to_feature_vector() and apply_to_feature_matrix() are defined in this interface that need to be implemented in each particular preprocessor operating on CSimpleFeatures. For examples see e.g. CLogPlusOne or CPCACut.

Definition at line 31 of file SimplePreprocessor.h.

Inheritance diagram for CSimplePreprocessor< ST >:
Inheritance graph
[legend]

List of all members.

Public Member Functions

 CSimplePreprocessor ()
virtual SGMatrix< ST > apply_to_feature_matrix (CFeatures *features)=0
virtual SGVector< ST > apply_to_feature_vector (SGVector< ST > vector)=0
virtual EFeatureClass get_feature_class ()
 return that we are simple features (just fixed size matrices)
virtual EFeatureType get_feature_type ()
 return feature type
virtual EPreprocessorType get_type () const
 return a type of preprocessor
template<>
EFeatureType get_feature_type ()
template<>
EFeatureType get_feature_type ()
template<>
EFeatureType get_feature_type ()
template<>
EFeatureType get_feature_type ()
template<>
EFeatureType get_feature_type ()
template<>
EFeatureType get_feature_type ()

Constructor & Destructor Documentation

constructor

Definition at line 36 of file SimplePreprocessor.h.


Member Function Documentation

virtual SGMatrix<ST> apply_to_feature_matrix ( CFeatures features  )  [pure virtual]
virtual SGVector<ST> apply_to_feature_vector ( SGVector< ST >  vector  )  [pure virtual]
virtual EFeatureClass get_feature_class (  )  [virtual]

return that we are simple features (just fixed size matrices)

Implements CPreprocessor.

Reimplemented in CRandomFourierGaussPreproc.

Definition at line 48 of file SimplePreprocessor.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type with which objects derived from CPreprocessor can deal

Implements CPreprocessor.

Definition at line 72 of file SimplePreprocessor.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type with which objects derived from CPreprocessor can deal

Implements CPreprocessor.

Definition at line 67 of file SimplePreprocessor.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type with which objects derived from CPreprocessor can deal

Implements CPreprocessor.

Definition at line 62 of file SimplePreprocessor.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type with which objects derived from CPreprocessor can deal

Implements CPreprocessor.

Definition at line 82 of file SimplePreprocessor.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type with which objects derived from CPreprocessor can deal

Implements CPreprocessor.

Definition at line 77 of file SimplePreprocessor.h.

virtual EFeatureType get_feature_type (  )  [virtual]

return feature type

Implements CPreprocessor.

Reimplemented in CRandomFourierGaussPreproc.

EFeatureType get_feature_type (  )  [virtual]

return feature type with which objects derived from CPreprocessor can deal

Implements CPreprocessor.

Definition at line 57 of file SimplePreprocessor.h.

virtual EPreprocessorType get_type (  )  const [virtual]

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