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CBinaryClassEvaluation Class Reference

Detailed Description

The class TwoClassEvaluation, a base class used to evaluate binary classification labels.

Definition at line 27 of file BinaryClassEvaluation.h.

Inheritance diagram for CBinaryClassEvaluation:
Inheritance graph
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Public Member Functions

 CBinaryClassEvaluation ()
virtual ~CBinaryClassEvaluation ()
virtual float64_t evaluate (CLabels *predicted, CLabels *ground_truth)=0
- Public Member Functions inherited from CEvaluation
 CEvaluation ()
virtual ~CEvaluation ()
virtual EEvaluationDirection get_evaluation_direction ()=0
- Public Member Functions inherited from CSGObject
 CSGObject ()
 CSGObject (const CSGObject &orig)
virtual ~CSGObject ()
virtual const char * get_name () const =0
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)

Constructor & Destructor Documentation

constructor

Definition at line 33 of file BinaryClassEvaluation.h.

virtual ~CBinaryClassEvaluation ( )
virtual

destructor

Definition at line 36 of file BinaryClassEvaluation.h.

Member Function Documentation

virtual float64_t evaluate ( CLabels predicted,
CLabels ground_truth 
)
pure virtual

evaluate labels

Parameters
predictedlabels for evaluating
ground_truthlabels assumed to be correct
Returns
evaluation result

Implements CEvaluation.

Implemented in CContingencyTableEvaluation, CROCEvaluation, and CPRCEvaluation.


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

SHOGUN Machine Learning Toolbox - Documentation