DOKK / manpages / debian 10 / mpikmeans-tools / mpi_kmeans.1.en
MPI_KMEANS(1) General Commands Manual MPI_KMEANS(1)

mpi_kmeans - K-Means clustering tool

mpi_kmeans [options]

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.

A summary of options is included below.

Produce help message

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

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

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

mpi_assign(1)

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

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

April 11, 2011