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
- --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
AUTHOR¶
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).
