A statistic for trees which holds the blacklist for Pelleg-Moore k-means clustering (which represents the clusters that cannot possibly own any points in a node). More...
Public Member Functions | |
| PellegMooreKMeansStatistic () | |
| Initialize the statistic without a node (this does nothing). More... | |
template < typename TreeType > | |
| PellegMooreKMeansStatistic (TreeType &node) | |
| Initialize the statistic for a node; this calculates the centroid and caches it. More... | |
| const arma::uvec & | Blacklist () const |
| Get the cluster blacklist. More... | |
| arma::uvec & | Blacklist () |
| Modify the cluster blacklist. More... | |
| const arma::vec & | Centroid () const |
| Get the node's centroid. More... | |
| arma::vec & | Centroid () |
| Modify the node's centroid (be careful!). More... | |
Detailed Description
A statistic for trees which holds the blacklist for Pelleg-Moore k-means clustering (which represents the clusters that cannot possibly own any points in a node).
Definition at line 24 of file pelleg_moore_kmeans_statistic.hpp.
Constructor & Destructor Documentation
◆ PellegMooreKMeansStatistic() [1/2]
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inline |
Initialize the statistic without a node (this does nothing).
Definition at line 28 of file pelleg_moore_kmeans_statistic.hpp.
◆ PellegMooreKMeansStatistic() [2/2]
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inline |
Initialize the statistic for a node; this calculates the centroid and caches it.
Definition at line 33 of file pelleg_moore_kmeans_statistic.hpp.
Member Function Documentation
◆ Blacklist() [1/2]
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inline |
Get the cluster blacklist.
Definition at line 57 of file pelleg_moore_kmeans_statistic.hpp.
◆ Blacklist() [2/2]
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inline |
Modify the cluster blacklist.
Definition at line 59 of file pelleg_moore_kmeans_statistic.hpp.
◆ Centroid() [1/2]
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inline |
Get the node's centroid.
Definition at line 62 of file pelleg_moore_kmeans_statistic.hpp.
◆ Centroid() [2/2]
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inline |
Modify the node's centroid (be careful!).
Definition at line 64 of file pelleg_moore_kmeans_statistic.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/kmeans/pelleg_moore_kmeans_statistic.hpp