cob_3d_features::MostDiscriminatingDataPoints Class Reference

#include <most_discriminating_data_points.h>

List of all members.

Public Member Functions
void	computeDataPoints (std::vector< std::vector< float > > *const k_means)
void	computeInitialMeans (std::vector< int > *const output_init_indices)
	MostDiscriminatingDataPoints ()
void	resetInitialMeans ()
void	setInitialMeans (std::vector< int > *const pindices)
void	setInputData (const std::vector< std::vector< float > > *const pdata)
void	setK (const int k)
Protected Member Functions
void	computeKmeans ()
int	eStep ()
void	mStep ()
Protected Attributes
std::vector< int >	assigned_classes_
std::vector< int >	count_
std::vector< int > *	init_indices_
size_t	k_
size_t	m_
size_t	n_
const std::vector< std::vector < float > > *	pdata_
std::vector< std::vector < float > > *	pmeans_
bool	predefined_initial_centers_

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Detailed Description

Definition at line 99 of file most_discriminating_data_points.h.

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Constructor & Destructor Documentation

cob_3d_features::MostDiscriminatingDataPoints::MostDiscriminatingDataPoints

(

)

[inline]

Definition at line 102 of file most_discriminating_data_points.h.

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Member Function Documentation

void cob_3d_features::MostDiscriminatingDataPoints::computeDataPoints

(

std::vector< std::vector< float > > *const

k_means

)

Definition at line 190 of file most_discriminating_data_points.cpp.

void cob_3d_features::MostDiscriminatingDataPoints::computeInitialMeans

(

std::vector< int > *const

output_init_indices

)

Definition at line 141 of file most_discriminating_data_points.cpp.

void cob_3d_features::MostDiscriminatingDataPoints::computeKmeans

(

)

[protected]

Definition at line 120 of file most_discriminating_data_points.cpp.

int cob_3d_features::MostDiscriminatingDataPoints::eStep

(

)

[protected]

Definition at line 73 of file most_discriminating_data_points.cpp.

void cob_3d_features::MostDiscriminatingDataPoints::mStep

(

)

[protected]

Definition at line 104 of file most_discriminating_data_points.cpp.

void cob_3d_features::MostDiscriminatingDataPoints::resetInitialMeans

(

)

[inline]

Definition at line 128 of file most_discriminating_data_points.h.

void cob_3d_features::MostDiscriminatingDataPoints::setInitialMeans

(

std::vector< int > *const

pindices

)

[inline]

Definition at line 120 of file most_discriminating_data_points.h.

void cob_3d_features::MostDiscriminatingDataPoints::setInputData

(

const std::vector< std::vector< float > > *const

pdata

)

[inline]

Definition at line 106 of file most_discriminating_data_points.h.

void cob_3d_features::MostDiscriminatingDataPoints::setK

(

const int

k

)

[inline]

Definition at line 114 of file most_discriminating_data_points.h.

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Member Data Documentation

std::vector<int> cob_3d_features::MostDiscriminatingDataPoints::assigned_classes_ [protected]

Definition at line 157 of file most_discriminating_data_points.h.

std::vector<int> cob_3d_features::MostDiscriminatingDataPoints::count_ [protected]

Definition at line 158 of file most_discriminating_data_points.h.

std::vector<int>* cob_3d_features::MostDiscriminatingDataPoints::init_indices_ [protected]

Definition at line 156 of file most_discriminating_data_points.h.

size_t cob_3d_features::MostDiscriminatingDataPoints::k_ [protected]

Definition at line 150 of file most_discriminating_data_points.h.

size_t cob_3d_features::MostDiscriminatingDataPoints::m_ [protected]

Definition at line 151 of file most_discriminating_data_points.h.

size_t cob_3d_features::MostDiscriminatingDataPoints::n_ [protected]

Definition at line 152 of file most_discriminating_data_points.h.

const std::vector<std::vector<float> >* cob_3d_features::MostDiscriminatingDataPoints::pdata_ [protected]

Definition at line 153 of file most_discriminating_data_points.h.

std::vector<std::vector<float> >* cob_3d_features::MostDiscriminatingDataPoints::pmeans_ [protected]

Definition at line 154 of file most_discriminating_data_points.h.

bool cob_3d_features::MostDiscriminatingDataPoints::predefined_initial_centers_ [protected]

Definition at line 149 of file most_discriminating_data_points.h.

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

• most_discriminating_data_points.h
• most_discriminating_data_points.cpp