dtb.hpp File Reference

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Classes
class	mlpack::emst::DualTreeBoruvka< MetricType, TreeType >
	Performs the MST calculation using the Dual-Tree Boruvka algorithm, using any type of tree. More...
struct	mlpack::emst::DualTreeBoruvka< MetricType, TreeType >::SortEdgesHelper
	For sorting the edge list after the computation. More...
Namespaces
namespace	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
namespace	mlpack::emst
	Euclidean Minimum Spanning Trees.

---

Detailed Description

Author:

Bill March (march@gatech.edu)

Contains an implementation of the DualTreeBoruvka algorithm for finding a Euclidean Minimum Spanning Tree using the kd-tree data structure.

 @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}
 }

This file is part of MLPACK 1.0.8.

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.

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).

You should have received a copy of the GNU General Public License along with MLPACK. If not, see <http://www.gnu.org/licenses/>.

Author:

Bill March (march@gatech.edu)

Tree traverser rules for the DualTreeBoruvka algorithm.

This file is part of MLPACK 1.0.8.

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.

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).

You should have received a copy of the GNU General Public License along with MLPACK. If not, see <http://www.gnu.org/licenses/>.

Author:

Bill March (march@gatech.edu)

DTBStat is the StatisticType used by trees when performing EMST.

This file is part of MLPACK 1.0.8.

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.

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).

You should have received a copy of the GNU General Public License along with MLPACK. If not, see <http://www.gnu.org/licenses/>.

Definition in file dtb.hpp.