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... | |

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.

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 typedef.hpp.