typedef.hpp File Reference

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## Namespaces | |

mlpack | |

Linear algebra utility functions, generally performed on matrices or vectors. | |

mlpack::tree | |

Trees and tree-building procedures. | |

## Typedefs | |

template | |

using | BallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MidpointSplit > |

A midpoint-split ball tree. More... | |

template | |

using | KDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MidpointSplit > |

The standard midpoint-split kd-tree. More... | |

template | |

using | MaxRPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMaxSplit > |

A max-split random projection tree. More... | |

template | |

using | MeanSplitBallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MeanSplit > |

A mean-split ball tree. More... | |

template | |

using | MeanSplitKDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MeanSplit > |

A mean-split kd-tree. More... | |

template | |

using | RPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMeanSplit > |

A mean-split random projection tree. More... | |

template | |

using | UBTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::CellBound, UBTreeSplit > |

The Universal B-tree. More... | |

template | |

using | VPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HollowBallBound, VPTreeSplit > |

template | |

using | VPTreeSplit = VantagePointSplit< BoundType, MatType, 100 > |

The vantage point tree (which is also called the metric tree. More... | |

Template typedefs for the BinarySpaceTree class that satisfy the requirements of the TreeType policy class.

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.