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
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using BallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MidpointSplit >
 A midpoint-split ball tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using KDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MidpointSplit >
 The standard midpoint-split kd-tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using MaxRPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMaxSplit >
 A max-split random projection tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using MeanSplitBallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MeanSplit >
 A mean-split ball tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using MeanSplitKDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MeanSplit >
 A mean-split kd-tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using RPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMeanSplit >
 A mean-split random projection tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using UBTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::CellBound, UBTreeSplit >
 The Universal B-tree. More...

 
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
>
using VPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HollowBallBound, VPTreeSplit >
 
template
<
typename
BoundType
,
typename
MatType
=
arma::mat
>
using VPTreeSplit = VantagePointSplit< BoundType, MatType, 100 >
 The vantage point tree (which is also called the metric tree. More...

 

Detailed Description

Author
Ryan Curtin

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.