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
AUTHOR
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).