mpi_kmeans(1) 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.

Generic Options:

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)


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


mpi_kmeans was written by Peter Gehler <[email protected]>.

This manual page was written by Christian Kastner <[email protected]> for the Debian project (and may be used by others).