.TH "src/mlpack/methods/emst/dtb.hpp" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
.ad l
.nh
.SH NAME
src/mlpack/methods/emst/dtb.hpp \- 
.SH SYNOPSIS
.br
.PP
.SS "Classes"

.in +1c
.ti -1c
.RI "class \fBmlpack::emst::DualTreeBoruvka< MetricType, TreeType >\fP"
.br
.RI "\fIPerforms the MST calculation using the Dual-Tree Boruvka algorithm, using any type of tree\&. \fP"
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.RI "struct \fBmlpack::emst::DualTreeBoruvka< MetricType, TreeType >::SortEdgesHelper\fP"
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.RI "\fIFor sorting the edge list after the computation\&. \fP"
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
.br
.RI "\fILinear algebra utility functions, generally performed on matrices or vectors\&. \fP"
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.RI " \fBmlpack::emst\fP"
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.RI "\fIEuclidean Minimum Spanning Trees\&. \fP"
.in -1c
.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Bill March (march@gatech.edu)
.RE
.PP
Contains an implementation of the DualTreeBoruvka algorithm for finding a Euclidean Minimum Spanning Tree using the kd-tree data structure\&.
.PP
.PP
.nf
@inproceedings{
  author = {March, W\&.B\&., Ram, P\&., and Gray, A\&.G\&.},
  title = {{Fast Euclidean Minimum Spanning Tree: Algorithm, Analysis,
     Applications\&.}},
  booktitle = {Proceedings of the 16th ACM SIGKDD International Conference
     on Knowledge Discovery and Data Mining}
  series = {KDD 2010},
  year = {2010}
}
.fi
.PP
.PP
This file is part of MLPACK 1\&.0\&.10\&.
.PP
MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version\&.
.PP
MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE\&. See the GNU Lesser General Public License for more details (LICENSE\&.txt)\&.
.PP
You should have received a copy of the GNU General Public License along with MLPACK\&. If not, see http://www.gnu.org/licenses/\&.
.PP
\fBAuthor:\fP
.RS 4
Bill March (march@gatech.edu)
.RE
.PP
Tree traverser rules for the DualTreeBoruvka algorithm\&.
.PP
This file is part of MLPACK 1\&.0\&.10\&.
.PP
MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version\&.
.PP
MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE\&. See the GNU Lesser General Public License for more details (LICENSE\&.txt)\&.
.PP
You should have received a copy of the GNU General Public License along with MLPACK\&. If not, see http://www.gnu.org/licenses/\&.
.PP
\fBAuthor:\fP
.RS 4
Bill March (march@gatech.edu)
.RE
.PP
DTBStat is the StatisticType used by trees when performing EMST\&.
.PP
This file is part of MLPACK 1\&.0\&.10\&.
.PP
MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version\&.
.PP
MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE\&. See the GNU Lesser General Public License for more details (LICENSE\&.txt)\&.
.PP
You should have received a copy of the GNU General Public License along with MLPACK\&. If not, see http://www.gnu.org/licenses/\&. 
.PP
Definition in file \fBdtb\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for MLPACK from the source code\&.