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MPI_KMEANS

MPI_KMEANS

Section: User Commands (1) Updated: April 11, 2011
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NAME

mpi_kmeans - K-Means clustering tool  

SYNOPSIS

mpi_kmeans [options]  

DESCRIPTION

mpi_kmeans is a program that uses k-means clustering to produce a list of cluster centers. The resulting data can be used by mpi_assign(1) to assign points to those cluster centers.  

OPTIONS

A summary of options is included below.  

Generic Options:

--help
Produce help message
 

Input/Output Options:

--data file
Training file, one datum per line (default: "data.txt")
--output file
Output file, one cluster center per line (default: "output.txt")
 

K-Means Options:

--k num
Number of clusters to generate (default: 100)
--restarts num
Number of k-means restarts (default: 0 = single run)
--maxiter num
Maximum number of k-means iterations (default: 0 = infinity)
 

EXAMPLES

mpi_kmeans --k 2 --data example.txt --output clusters.txt
 

SEE ALSO

mpi_assign(1)  

AUTHOR

mpi_kmeans was written by Peter Gehler <peter.gehler@tuebingen.mpg.de>.

This manual page was written by Christian Kastner <debian@kvr.at>, for the Debian project (and may be used by others).


 

Index

NAME
SYNOPSIS
DESCRIPTION
OPTIONS
Generic Options:
Input/Output Options:
K-Means Options:
EXAMPLES
SEE ALSO
AUTHOR

This document was created by man2html, using the manual pages.
Time: 07:53:08 GMT, June 15, 2011