Detailed Description

The class MulticlassAccuracy used to compute accuracy of multiclass classification.

Formally, for labels $L,R, |L|=|R|$ accuracy is estimated as

$\frac{\sum_{i=1}^{|L|} [L_i=R_i]}{|L|}$

Definition at line 33 of file MulticlassAccuracy.h.

Inheritance diagram for CMulticlassAccuracy:

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

Constructor & Destructor Documentation

CMulticlassAccuracy ( )

constructor

Definition at line 37 of file MulticlassAccuracy.h.

virtual ~CMulticlassAccuracy ( ) [virtual]

destructor

Definition at line 40 of file MulticlassAccuracy.h.

evaluate accuracy

Parameters:

	predicted	labels for evaluating
	ground_truth	labels assumed to be correct

Implements CEvaluation.

Definition at line 17 of file MulticlassAccuracy.cpp.

EEvaluationDirection get_evaluation_direction ( ) [virtual]

Implements CEvaluation.

Definition at line 49 of file MulticlassAccuracy.h.

virtual const char* get_name ( void ) const [virtual]

get name

Implements CSGObject.

Definition at line 55 of file MulticlassAccuracy.h.

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