ClassifierUtils Class Reference

#include <ClassifierUtils.hpp>

Collaboration diagram for ClassifierUtils:

Static Public Member Functions
static void	checkLabels (const MatrixD yTrue, const MatrixD yPred)
static void	checkBinaryLabels (const MatrixD yTrue, const MatrixD yPred)
static MatrixI	binarize (MatrixD m, double trueLabel)
static MatrixI	confusionMatrix (MatrixD yTrue, MatrixD yPred)
static double	accuracy (MatrixD yTrue, MatrixD yPred)
static double	precision (MatrixD yTrue, MatrixD yPred)
static double	recall (MatrixD yTrue, MatrixD yPred)
static double	f_score (MatrixD yTrue, MatrixD yPred)

Static Private Member Functions
static size_t	findLabel (MatrixD y, double label)
static MatrixD	getAllClasses (const MatrixD yTrue, const MatrixD yPred)

Detailed Description

Author

Douglas De Rizzo Meneghetti (dougl.nosp@m.asri.nosp@m.zzom@.nosp@m.gmai.nosp@m.l.com)

Date

2017-11-23

Definition at line 10 of file ClassifierUtils.hpp.

Member Function Documentation

accuracy()

static double ClassifierUtils::accuracy ( MatrixD  yTrue, MatrixD  yPred  )

inlinestatic

Definition at line 65 of file ClassifierUtils.hpp.

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binarize()

static MatrixI ClassifierUtils::binarize ( MatrixD  m, double  trueLabel  )

inlinestatic

Definition at line 44 of file ClassifierUtils.hpp.

checkBinaryLabels()

static void ClassifierUtils::checkBinaryLabels ( const MatrixD  yTrue, const MatrixD  yPred  )

inlinestatic

Definition at line 36 of file ClassifierUtils.hpp.

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checkLabels()

static void ClassifierUtils::checkLabels ( const MatrixD  yTrue, const MatrixD  yPred  )

inlinestatic

Definition at line 29 of file ClassifierUtils.hpp.

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confusionMatrix()

static MatrixI ClassifierUtils::confusionMatrix ( MatrixD  yTrue, MatrixD  yPred  )

inlinestatic

Definition at line 48 of file ClassifierUtils.hpp.

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f_score()

static double ClassifierUtils::f_score ( MatrixD  yTrue, MatrixD  yPred  )

inlinestatic

Definition at line 86 of file ClassifierUtils.hpp.

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findLabel()

static size_t ClassifierUtils::findLabel ( MatrixD  y, double  label  )

inlinestaticprivate

Definition at line 12 of file ClassifierUtils.hpp.

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getAllClasses()

static MatrixD ClassifierUtils::getAllClasses ( const MatrixD  yTrue, const MatrixD  yPred  )

inlinestaticprivate

Definition at line 20 of file ClassifierUtils.hpp.

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precision()

static double ClassifierUtils::precision ( MatrixD  yTrue, MatrixD  yPred  )

inlinestatic

Definition at line 74 of file ClassifierUtils.hpp.

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recall()

static double ClassifierUtils::recall ( MatrixD  yTrue, MatrixD  yPred  )

inlinestatic

Definition at line 80 of file ClassifierUtils.hpp.

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

• include/ClassifierUtils.hpp