This is a specialization of the TreeType class to the max-split random projection tree. More...
Static Public Attributes | |
| static const bool | BinaryTree = true |
| This is always a binary tree. More... | |
| static const bool | FirstPointIsCentroid = false |
| There is no guarantee that the first point in a node is its centroid. More... | |
| static const bool | HasDuplicatedPoints = false |
| The tree has not got duplicated points. More... | |
| static const bool | HasOverlappingChildren = true |
| Children of a random projection tree node may overlap. More... | |
| static const bool | HasSelfChildren = false |
| Points are not contained at multiple levels of the binary space tree. More... | |
| static const bool | RearrangesDataset = true |
| Points are rearranged during building of the tree. More... | |
| static const bool | UniqueNumDescendants = true |
| Binary space trees don't have duplicated points, so NumDescendants() represents the number of unique descendant points. More... | |
Detailed Description
template<typename MetricType, typename StatisticType, typename MatType, template< typename BoundMetricType, typename... > class BoundType>
class mlpack::tree::TreeTraits< BinarySpaceTree< MetricType, StatisticType, MatType, BoundType, RPTreeMaxSplit > >
This is a specialization of the TreeType class to the max-split random projection tree.
The only difference with general BinarySpaceTree is that the tree can have overlapping children.
Definition at line 85 of file traits.hpp.
Member Data Documentation
◆ BinaryTree
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static |
This is always a binary tree.
Definition at line 117 of file traits.hpp.
◆ FirstPointIsCentroid
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static |
There is no guarantee that the first point in a node is its centroid.
Definition at line 102 of file traits.hpp.
◆ HasDuplicatedPoints
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static |
The tree has not got duplicated points.
Definition at line 97 of file traits.hpp.
◆ HasOverlappingChildren
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static |
Children of a random projection tree node may overlap.
Definition at line 92 of file traits.hpp.
◆ HasSelfChildren
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static |
Points are not contained at multiple levels of the binary space tree.
Definition at line 107 of file traits.hpp.
◆ RearrangesDataset
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static |
Points are rearranged during building of the tree.
Definition at line 112 of file traits.hpp.
◆ UniqueNumDescendants
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static |
Binary space trees don't have duplicated points, so NumDescendants() represents the number of unique descendant points.
Definition at line 123 of file traits.hpp.
The documentation for this class was generated from the following file:
- /home/jenkins-mlpack/mlpack.org/_src/mlpack-git/src/mlpack/core/tree/binary_space_tree/traits.hpp