MPI_KMEANS(1) General Commands Manual MPI_KMEANS(1)
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).
April 11, 2011 MPI_KMEANS(1)
