This is a specialization of the TreeType class to the RectangleTree tree type. More...
Static Public Attributes | |
| static const bool | BinaryTree = false |
| This tree is not necessarily 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 |
| An R-tree node doesn't share points with another node. More... | |
| static const bool | HasOverlappingChildren = true |
| An R-tree can have overlapping children. More... | |
| static const bool | HasSelfChildren = false |
| Points are not contained at multiple levels of the R-tree. More... | |
| static const bool | RearrangesDataset = false |
| Points are rearranged during building of the tree. More... | |
| static const bool | UniqueNumDescendants = true |
| Rectangle trees don't have duplicated points, so NumDescendants() represents the number of unique descendant points. More... | |
Detailed Description
template<typenameMetricType,typenameStatisticType,typenameMatType,typenameSplitType,typenameDescentType,template<typename>classAuxiliaryInformationType>
class mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType > >
This is a specialization of the TreeType class to the RectangleTree tree type.
It defines characteristics of the rectangle type trees, and is used to help write tree-independent (but still optimized) tree-based algorithms. See mlpack/core/tree/tree_traits.hpp for more information.
Definition at line 32 of file traits.hpp.
Member Data Documentation
◆ BinaryTree
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static |
This tree is not necessarily a binary tree.
Definition at line 66 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 49 of file traits.hpp.
◆ HasDuplicatedPoints
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static |
An R-tree node doesn't share points with another node.
Definition at line 44 of file traits.hpp.
◆ HasOverlappingChildren
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static |
An R-tree can have overlapping children.
Definition at line 39 of file traits.hpp.
◆ HasSelfChildren
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static |
Points are not contained at multiple levels of the R-tree.
Definition at line 54 of file traits.hpp.
◆ RearrangesDataset
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static |
Points are rearranged during building of the tree.
THIS MAY NOT BE TRUE. IT'S HARD TO DYNAMICALLY INSERT POINTS AND REARRANGE THE MATRIX
Definition at line 61 of file traits.hpp.
◆ UniqueNumDescendants
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static |
Rectangle trees don't have duplicated points, so NumDescendants() represents the number of unique descendant points.
Definition at line 72 of file traits.hpp.
The documentation for this class was generated from the following file:
- /home/jenkins-mlpack/mlpack.org/_src/mlpack-3.3.1/src/mlpack/core/tree/rectangle_tree/traits.hpp