CStringKernel< ST > Class Template Reference


Detailed Description

template<class ST>
class shogun::CStringKernel< ST >

Template class StringKernel, is the base class of all String Kernels.

For a (very complex) example see e.g. CWeightedDegreeStringKernel

Definition at line 24 of file StringKernel.h.

Inheritance diagram for CStringKernel< ST >:
Inheritance graph
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List of all members.

Public Member Functions

 CStringKernel (int32_t cachesize)
 CStringKernel (CFeatures *l, CFeatures *r)
virtual bool init (CFeatures *l, CFeatures *r)
virtual EFeatureClass get_feature_class ()
virtual 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 ()
template<>
EFeatureType get_feature_type ()
template<>
EFeatureType get_feature_type ()

Constructor & Destructor Documentation

CStringKernel ( int32_t  cachesize  ) 

constructor

Parameters:
cachesize cache size

Definition at line 31 of file StringKernel.h.

CStringKernel ( CFeatures l,
CFeatures r 
)

constructor

Parameters:
l features of left-hand side
r features of right-hand side

Definition at line 38 of file StringKernel.h.


Member Function Documentation

virtual EFeatureClass get_feature_class (  )  [virtual]

return feature class the kernel can deal with

Returns:
feature class STRING

Implements CKernel.

Definition at line 69 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 106 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 104 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 102 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 100 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 98 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 96 of file StringKernel.h.

EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

abstract base method

Returns:
feature type

Implements CKernel.

Definition at line 94 of file StringKernel.h.

virtual EFeatureType get_feature_type (  )  [virtual]

return feature type the kernel can deal with

Returns:
templated feature type

Implements CKernel.

Reimplemented in CCommUlongStringKernel, CCommWordStringKernel, and CWeightedCommWordStringKernel.

virtual bool init ( CFeatures l,
CFeatures r 
) [virtual]

initialize kernel e.g. setup lhs/rhs of kernel, precompute normalization constants etc. make sure to check that your kernel can deal with the supplied features (!)

Parameters:
l features for left-hand side
r features for right-hand side
Returns:
if init was successful

Reimplemented from CKernel.

Reimplemented in CCommUlongStringKernel, CCommWordStringKernel, CFixedDegreeStringKernel, CHistogramWordStringKernel, CLinearStringKernel, CLocalAlignmentStringKernel, CLocalityImprovedStringKernel, CMatchWordStringKernel, COligoStringKernel, CPolyMatchStringKernel, CPolyMatchWordStringKernel, CRegulatoryModulesStringKernel, CSalzbergWordStringKernel, CSimpleLocalityImprovedStringKernel, CWeightedCommWordStringKernel, CWeightedDegreePositionStringKernel, and CWeightedDegreeStringKernel.

Definition at line 53 of file StringKernel.h.


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

SHOGUN Machine Learning Toolbox - Documentation