MPI_KMEANS

Section: User Commands (1) Updated: April 11, 2011 Local index Up

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

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).

EXAMPLES

SEE ALSO

AUTHOR

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