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
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::emst
	Euclidean Minimum Spanning Trees.

Detailed Description

Author

Bill March (march.nosp@m.@gat.nosp@m.ech.e.nosp@m.du)

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 1.0.11.

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.nosp@m.@gat.nosp@m.ech.e.nosp@m.du)

Tree traverser rules for the DualTreeBoruvka algorithm.

This file is part of MLPACK 1.0.11.

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.nosp@m.@gat.nosp@m.ech.e.nosp@m.du)

DTBStat is the StatisticType used by trees when performing EMST.

This file is part of MLPACK 1.0.11.

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.