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MPI_KMEANS(1) | General Commands Manual | MPI_KMEANS(1) |
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 <ckk@debian.org> for the Debian project (and may be used by others).
April 11, 2011 |