SHOGUN
v1.1.0
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The class MulticlassAccuracy used to compute accuracy of multiclass classification.
Formally, for multiclass labels multiclass accuracy is estimated as
Definition at line 34 of file MulticlassAccuracy.h.
Public Member Functions | |
CMulticlassAccuracy () | |
virtual | ~CMulticlassAccuracy () |
virtual float64_t | evaluate (CLabels *predicted, CLabels *ground_truth) |
EEvaluationDirection | get_evaluation_direction () |
virtual const char * | get_name () const |
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CEvaluation () | |
virtual | ~CEvaluation () |
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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) |
Additional Inherited Members | |
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SGIO * | io |
Parallel * | parallel |
Version * | version |
Parameter * | m_parameters |
Parameter * | m_model_selection_parameters |
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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) |
constructor
Definition at line 38 of file MulticlassAccuracy.h.
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virtual |
destructor
Definition at line 41 of file MulticlassAccuracy.h.
evaluate accuracy
predicted | labels for evaluating |
ground_truth | labels assumed to be correct |
Implements CEvaluation.
Definition at line 17 of file MulticlassAccuracy.cpp.
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virtual |
Implements CEvaluation.
Definition at line 50 of file MulticlassAccuracy.h.
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virtual |