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)