.TH "mlpack::kmeans::AllowEmptyClusters" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::kmeans::AllowEmptyClusters \- 
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Policy which allows K-Means to create empty clusters without any error being reported\&.  

.SH SYNOPSIS
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.SS "Public Member Functions"

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.RI "\fBAllowEmptyClusters\fP ()"
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.RI "\fIDefault constructor required by EmptyClusterPolicy policy\&. \fP"
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.SS "Static Public Member Functions"

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.RI "template<typename MatType > static size_t \fBEmptyCluster\fP (const MatType &, const size_t, const MatType &, arma::Col< size_t > &, arma::Col< size_t > &)"
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.RI "\fIThis function does nothing\&. \fP"
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.SH "Detailed Description"
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Policy which allows K-Means to create empty clusters without any error being reported\&. 
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Definition at line 35 of file allow_empty_clusters\&.hpp\&.
.SH "Constructor & Destructor Documentation"
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.SS "mlpack::kmeans::AllowEmptyClusters::AllowEmptyClusters ()\fC [inline]\fP"

.PP
Default constructor required by EmptyClusterPolicy policy\&. 
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Definition at line 39 of file allow_empty_clusters\&.hpp\&.
.SH "Member Function Documentation"
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.SS "template<typename MatType > static size_t mlpack::kmeans::AllowEmptyClusters::EmptyCluster (const MatType &, const size_t, const MatType &, arma::Col< size_t > &, arma::Col< size_t > &)\fC [inline]\fP, \fC [static]\fP"

.PP
This function does nothing\&. It is called by K-Means when K-Means detects an empty cluster\&.
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\fBTemplate Parameters:\fP
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\fIMatType\fP Type of data (arma::mat or arma::spmat)\&. 
.RE
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\fBParameters:\fP
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\fIdata\fP Dataset on which clustering is being performed\&. 
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\fIemptyCluster\fP Index of cluster which is empty\&. 
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\fIcentroids\fP Centroids of each cluster (one per column)\&. 
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\fIclusterCounts\fP Number of points in each cluster\&. 
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\fIassignments\fP Cluster assignments of each point\&.
.RE
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\fBReturns:\fP
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Number of points changed (0)\&. 
.RE
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Definition at line 55 of file allow_empty_clusters\&.hpp\&.

.SH "Author"
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Generated automatically by Doxygen for MLPACK from the source code\&.