Provided by: mlpack-bin_2.0.1-1_amd64
NAME
mlpack_emst - fast euclidean minimum spanning tree
SYNOPSIS
mlpack_emst [-h] [-v] -i string [-l int] [-n] [-o string] -V
DESCRIPTION
This program can compute the Euclidean minimum spanning tree of a set of input points using the dual-tree Boruvka algorithm. The output is saved in a three-column matrix, where each row indicates an edge. The first column corresponds to the lesser index of the edge; the second column corresponds to the greater index of the edge; and the third column corresponds to the distance between the two points.
REQUIRED OPTIONS
--input_file (-i) [string] Data input file.
OPTIONS
--help (-h) Default help info. --info [string] Get help on a specific module or option. Default value ''. --leaf_size (-l) [int] Leaf size in the kd-tree. One-element leaves give the empirically best performance, but at the cost of greater memory requirements. Default value 1. --naive (-n) Compute the MST using O(n^2) naive algorithm. --output_file (-o) [string] Data output file. Stored as an edge list. Default value 'emst_output.csv'. --verbose (-v) Display informational messages and the full list of parameters and timers at the end of execution. --version (-V) Display the version of mlpack.
ADDITIONAL INFORMATION
For further information, including relevant papers, citations, and theory, consult the documentation found at http://www.mlpack.org or included with your DISTRIBUTION OF MLPACK. mlpack_emst(1)