mlpack_tree_MRKDStatistic (3)

Public Member Functions

MRKDStatistic ()

Initialize an empty statistic. template<typename TreeType > MRKDStatistic (const TreeType &)

This constructor is called when a node is finished initializing. size_t Begin () const

Get the index of the initial item in the dataset. size_t & Begin ()

Modify the index of the initial item in the dataset. const arma::colvec & CenterOfMass () const

Get the center of mass. arma::colvec & CenterOfMass ()

Modify the center of mass. size_t Count () const

Get the number of items in the dataset. size_t & Count ()

Modify the number of items in the dataset. size_t DominatingCentroid () const

Get the index of the dominating centroid. size_t & DominatingCentroid ()

Modify the index of the dominating centroid. std::string ToString () const

Returns a string representation of this object. const std::vector< size_t > & Whitelist () const

Access the whitelist. std::vector< size_t > & Whitelist ()

Modify the whitelist.

Private Attributes

size_t begin

The initial item in the dataset, so we don't have to make a copy. arma::colvec centerOfMass

The center of mass for this dataset. size_t count

The number of items in the dataset. const arma::mat * dataset

The data points this object contains. size_t dominatingCentroid

The index of the dominating centroid of the associated hyperrectangle. bool isWhitelistValid

Whether or not the whitelist is valid. const MRKDStatistic * leftStat

The left child. const MRKDStatistic * parentStat

A link to the parent node; NULL if this is the root. const MRKDStatistic * rightStat

The right child. double sumOfSquaredNorms

The sum of the squared Euclidean norms for this dataset. std::vector< size_t > whitelist

The list of centroids that cannot own this hyperrectangle.

Statistic for multi-resolution kd-trees.

Definition at line 33 of file mrkd_statistic.hpp.

mlpack::tree::MRKDStatistic::MRKDStatistic ()

Initialize an empty statistic.

template<typename TreeType > mlpack::tree::MRKDStatistic::MRKDStatistic (const TreeType &)

This constructor is called when a node is finished initializing.

Parameters:

node The node that has been finished.

size_t mlpack::tree::MRKDStatistic::Begin () const\fC [inline]\fP

Get the index of the initial item in the dataset.

Definition at line 53 of file mrkd_statistic.hpp.

References begin.

size_t& mlpack::tree::MRKDStatistic::Begin ()\fC [inline]\fP

Modify the index of the initial item in the dataset.

Definition at line 55 of file mrkd_statistic.hpp.

References begin.

const arma::colvec& mlpack::tree::MRKDStatistic::CenterOfMass () const\fC [inline]\fP

Get the center of mass.

Definition at line 63 of file mrkd_statistic.hpp.

References centerOfMass.

arma::colvec& mlpack::tree::MRKDStatistic::CenterOfMass ()\fC [inline]\fP

Modify the center of mass.

Definition at line 65 of file mrkd_statistic.hpp.

References centerOfMass.

size_t mlpack::tree::MRKDStatistic::Count () const\fC [inline]\fP

Get the number of items in the dataset.

Definition at line 58 of file mrkd_statistic.hpp.

References count.

size_t& mlpack::tree::MRKDStatistic::Count ()\fC [inline]\fP

Modify the number of items in the dataset.

Definition at line 60 of file mrkd_statistic.hpp.

References count.

size_t mlpack::tree::MRKDStatistic::DominatingCentroid () const\fC [inline]\fP

Get the index of the dominating centroid.

Definition at line 68 of file mrkd_statistic.hpp.

References dominatingCentroid.

size_t& mlpack::tree::MRKDStatistic::DominatingCentroid ()\fC [inline]\fP

Modify the index of the dominating centroid.

Definition at line 70 of file mrkd_statistic.hpp.

References dominatingCentroid.

std::string mlpack::tree::MRKDStatistic::ToString () const

Returns a string representation of this object.

const std::vector<size_t>& mlpack::tree::MRKDStatistic::Whitelist () const\fC [inline]\fP

Access the whitelist.

Definition at line 73 of file mrkd_statistic.hpp.

References whitelist.

std::vector<size_t>& mlpack::tree::MRKDStatistic::Whitelist ()\fC [inline]\fP

Modify the whitelist.

Definition at line 75 of file mrkd_statistic.hpp.

References whitelist.

size_t mlpack::tree::MRKDStatistic::begin\fC [private]\fP

The initial item in the dataset, so we don't have to make a copy.

Definition at line 81 of file mrkd_statistic.hpp.

Referenced by Begin().

arma::colvec mlpack::tree::MRKDStatistic::centerOfMass\fC [private]\fP

The center of mass for this dataset.

Definition at line 93 of file mrkd_statistic.hpp.

Referenced by CenterOfMass().

size_t mlpack::tree::MRKDStatistic::count\fC [private]\fP

The number of items in the dataset.

Definition at line 83 of file mrkd_statistic.hpp.

Referenced by Count().

const arma::mat* mlpack::tree::MRKDStatistic::dataset\fC [private]\fP

The data points this object contains.

Definition at line 79 of file mrkd_statistic.hpp.

size_t mlpack::tree::MRKDStatistic::dominatingCentroid\fC [private]\fP

The index of the dominating centroid of the associated hyperrectangle.

Definition at line 99 of file mrkd_statistic.hpp.

Referenced by DominatingCentroid().

bool mlpack::tree::MRKDStatistic::isWhitelistValid\fC [private]\fP

Whether or not the whitelist is valid.

Definition at line 104 of file mrkd_statistic.hpp.

const \fBMRKDStatistic\fP* mlpack::tree::MRKDStatistic::leftStat\fC [private]\fP

The left child.

Definition at line 85 of file mrkd_statistic.hpp.

const \fBMRKDStatistic\fP* mlpack::tree::MRKDStatistic::parentStat\fC [private]\fP

A link to the parent node; NULL if this is the root.

Definition at line 89 of file mrkd_statistic.hpp.

const \fBMRKDStatistic\fP* mlpack::tree::MRKDStatistic::rightStat\fC [private]\fP

The right child.

Definition at line 87 of file mrkd_statistic.hpp.

double mlpack::tree::MRKDStatistic::sumOfSquaredNorms\fC [private]\fP

The sum of the squared Euclidean norms for this dataset.

Definition at line 95 of file mrkd_statistic.hpp.

std::vector<size_t> mlpack::tree::MRKDStatistic::whitelist\fC [private]\fP

The list of centroids that cannot own this hyperrectangle.

Definition at line 102 of file mrkd_statistic.hpp.

Referenced by Whitelist().

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