ecocpak::ClassData Class Reference

#include <ecocpak.hpp>

Public Member Functions
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
	ClassData (const ClassData &)
	ClassData (const mat &, const u32)
	ClassData (const mat &, const u32, bool, int)
	~ClassData ()
mat	Data () const
u32	ClassLabel () const
u32	ClassIndex () const
u32	Samples () const
u32	Attributes () const
ClassData &	setData (const mat &)
ClassData &	setClassLabel (const u32)
ClassData &	setClassIndex (const u32)
Static Public Attributes
static unsigned int	globalIndex = 0
	Static counter to count how many ClassData objects have been created. This counter is increased only if the ClassData object created contains more samples than the number specified in the threshold by user.
Private Attributes
mat	data
u32	classLabel
	An integer which holds the label of the data class.
u32	samples
	An integer which holds the number of samples of the data class.
u32	attributes
u32	classIndex

---

Detailed Description

• Description: ClassData objects represent the abstract notion of a data class.

• Attributes:
  • data : 2D Armadillo matrix that its rows represent the sample vectors of the class.
  • classLabel : Original class label.
  • classIndex : Class index, if the initial class has been split to subclasses then classLabel != classIndex, otherwise classLabel == classIndex.
  • samples : Number of class samples.
  • attributes : Number of sample vector attributes.

---

Constructor & Destructor Documentation

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

ecocpak::ClassData::ClassData

(

const ClassData &

)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32
	)

ecocpak::ClassData::ClassData	(	const mat &	,
		const u32	,
		bool	,
		int
	)

ecocpak::ClassData::~ClassData

(

)

---

Member Function Documentation

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::Attributes

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassIndex

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

u32 ecocpak::ClassData::ClassLabel

(

)

const

mat ecocpak::ClassData::Data

(

)

const

mat ecocpak::ClassData::Data

(

)

const

mat ecocpak::ClassData::Data

(

)

const

mat ecocpak::ClassData::Data

(

)

const

mat ecocpak::ClassData::Data

(

)

const

mat ecocpak::ClassData::Data

(

)

const

mat ecocpak::ClassData::Data

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

u32 ecocpak::ClassData::Samples

(

)

const

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassIndex

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setClassLabel

(

const u32

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

ClassData& ecocpak::ClassData::setData

(

const mat &

)

---

Field Documentation

u32 ClassData::attributes [private]

An integer which holds the number of attributes each sample vector has

u32 ClassData::classIndex [private]

An integer which holds the index of the data class. If the class during the ECOC construction process doesn't split then this number is equal to the classLabel, otherwise it changes accordingly

u32 ClassData::classLabel [private]

An integer which holds the label of the data class.

mat ClassData::data [private]

An 2D armadillo matrix to hold the samples in the form of row vectors. Each row of the matrix represents a sample vector.

u32 ClassData::samples [private]

An integer which holds the number of samples of the data class.

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

• ClassData.hpp