.TH "mlpack::kmeans::RandomPartition" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::kmeans::RandomPartition \- 
.PP
A very simple partitioner which partitions the data randomly into the number of desired clusters\&.  

.SH SYNOPSIS
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.PP
.SS "Public Member Functions"

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.RI "\fBRandomPartition\fP ()"
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.RI "\fIEmpty constructor, required by the InitialPartitionPolicy policy\&. \fP"
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.SS "Static Public Member Functions"

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.RI "template<typename MatType > static void \fBCluster\fP (const MatType &data, const size_t clusters, arma::Col< size_t > &assignments)"
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.RI "\fIPartition the given dataset into the given number of clusters\&. \fP"
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.SH "Detailed Description"
.PP 
A very simple partitioner which partitions the data randomly into the number of desired clusters\&. 

It has no parameters, and so an instance of the class is not even necessary\&. 
.PP
Definition at line 36 of file random_partition\&.hpp\&.
.SH "Constructor & Destructor Documentation"
.PP 
.SS "mlpack::kmeans::RandomPartition::RandomPartition ()\fC [inline]\fP"

.PP
Empty constructor, required by the InitialPartitionPolicy policy\&. 
.PP
Definition at line 40 of file random_partition\&.hpp\&.
.SH "Member Function Documentation"
.PP 
.SS "template<typename MatType > static void mlpack::kmeans::RandomPartition::Cluster (const MatType &data, const size_tclusters, arma::Col< size_t > &assignments)\fC [inline]\fP, \fC [static]\fP"

.PP
Partition the given dataset into the given number of clusters\&. Assignments are random, and the number of points in each cluster should be equal (or approximately equal)\&.
.PP
\fBTemplate Parameters:\fP
.RS 4
\fIMatType\fP Type of data (arma::mat or arma::sp_mat)\&. 
.RE
.PP
\fBParameters:\fP
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\fIdata\fP Dataset to partition\&. 
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\fIclusters\fP Number of clusters to split dataset into\&. 
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\fIassignments\fP Vector to store cluster assignments into\&. Values will be between 0 and (clusters - 1)\&. 
.RE
.PP

.PP
Definition at line 54 of file random_partition\&.hpp\&.

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