OpenTissue::math::detail::KMeans< V, M >::cluster_type Class Reference

#include <math_kmeans.h>

List of all members.

Public Member Functions
feature_iterator	begin ()
feature_iterator	end ()
	cluster_type ()
void	update ()
Public Attributes
vector_type	m_mean
	The mean point, i.e. the cluster center.
matrix_type	m_C
	Covariance matrix.
matrix_type	m_invC
	The inverse covariance matrix.
size_t	m_index
	A unique cluster index.
feature_ptr_container	m_features
	Pointers to all features in this cluster.

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Detailed Description

template<typename V, typename M>
class OpenTissue::math::detail::KMeans< V, M >::cluster_type

A Cluster Class. This class is used to store information about a given cluster, such as the mean point and co-variance of the cluster.

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Constructor & Destructor Documentation

template<typename V , typename M >

OpenTissue::math::detail::KMeans< V, M >::cluster_type::cluster_type

(

)

[inline]

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Member Function Documentation

template<typename V , typename M >

feature_iterator OpenTissue::math::detail::KMeans< V, M >::cluster_type::begin

(

)

[inline]

template<typename V , typename M >

feature_iterator OpenTissue::math::detail::KMeans< V, M >::cluster_type::end

(

)

[inline]

template<typename V , typename M >

void OpenTissue::math::detail::KMeans< V, M >::cluster_type::update

(

)

[inline]

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Member Data Documentation

template<typename V , typename M >

matrix_type OpenTissue::math::detail::KMeans< V, M >::cluster_type::m_C

Covariance matrix.

template<typename V , typename M >

feature_ptr_container OpenTissue::math::detail::KMeans< V, M >::cluster_type::m_features

Pointers to all features in this cluster.

template<typename V , typename M >

size_t OpenTissue::math::detail::KMeans< V, M >::cluster_type::m_index

A unique cluster index.

template<typename V , typename M >

matrix_type OpenTissue::math::detail::KMeans< V, M >::cluster_type::m_invC

The inverse covariance matrix.

template<typename V , typename M >

vector_type OpenTissue::math::detail::KMeans< V, M >::cluster_type::m_mean

The mean point, i.e. the cluster center.

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

• /home/hauberg/Dokumenter/Capture/humim-tracker-0.1/src/OpenTissue/OpenTissue/core/math/math_kmeans.h