dtb.hpp File Reference
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Classes | |
| class | DualTreeBoruvka< MetricType, MatType, TreeType > |
| Performs the MST calculation using the Dual-Tree Boruvka algorithm, using any type of tree. More... | |
Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::emst | |
Euclidean Minimum Spanning Trees. | |
Detailed Description
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}
}
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Definition in file dtb.hpp.