typedef.hpp File Reference
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Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::neighbor | |
Typedefs | |
template < template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType = tree::SPTree > | |
| using | DefeatistKNN = NeighborSearch< NearestNeighborSort, metric::EuclideanDistance, arma::mat, TreeType, TreeType< metric::EuclideanDistance, NeighborSearchStat< NearestNeighborSort >, arma::mat >::template DefeatistDualTreeTraverser, TreeType< metric::EuclideanDistance, NeighborSearchStat< NearestNeighborSort >, arma::mat >::template DefeatistSingleTreeTraverser > |
| The DefeatistKNN class is the k-nearest-neighbors method considering defeatist search. More... | |
| typedef NeighborSearch< FurthestNeighborSort, metric::EuclideanDistance > | KFN |
| The KFN class is the k-furthest-neighbors method. More... | |
| typedef NeighborSearch< NearestNeighborSort, metric::EuclideanDistance > | KNN |
| The KNN class is the k-nearest-neighbors method. More... | |
| typedef DefeatistKNN< tree::SPTree > | SpillKNN |
| The SpillKNN class is the k-nearest-neighbors method considering defeatist search on SPTree. More... | |
Detailed Description
Simple typedefs describing template instantiations of the NeighborSearch class which are commonly used. This is meant to be included by neighbor_search.h but is a separate file for simplicity.
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Definition in file typedef.hpp.