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Static Public Attributes | List of all members
TreeTraits< CoverTree< MetricType, StatisticType, MatType, RootPointPolicy > > Class Template Reference

The specialization of the TreeTraits class for the CoverTree tree type. More...

Static Public Attributes

static const bool BinaryTree = false
 The cover tree is not necessarily a binary tree. More...
 
static const bool FirstPointIsCentroid = true
 Each cover tree node contains only one point, and that point is its centroid. More...
 
static const bool HasDuplicatedPoints = true
 Cover trees do have self-children, so points can be included in more than one node. More...
 
static const bool HasOverlappingChildren = true
 The cover tree (or, this implementation of it) does not require that children represent non-overlapping subsets of the parent node. More...
 
static const bool HasSelfChildren = true
 Cover trees do have self-children. More...
 
static const bool RearrangesDataset = false
 Points are not rearranged when the tree is built. More...
 
static const bool UniqueNumDescendants = true
 NumDescendants() represents the number of unique descendant points. More...
 

Detailed Description

template<typename MetricType, typename StatisticType, typename MatType, typename RootPointPolicy>
class mlpack::tree::TreeTraits< CoverTree< MetricType, StatisticType, MatType, RootPointPolicy > >

The specialization of the TreeTraits class for the CoverTree tree type.

It defines characteristics of the cover tree, 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 31 of file traits.hpp.

Member Data Documentation

const bool BinaryTree = false
static

The cover tree is not necessarily a binary tree.

Definition at line 65 of file traits.hpp.

const bool FirstPointIsCentroid = true
static

Each cover tree node contains only one point, and that point is its centroid.

Definition at line 50 of file traits.hpp.

const bool HasDuplicatedPoints = true
static

Cover trees do have self-children, so points can be included in more than one node.

Definition at line 44 of file traits.hpp.

const bool HasOverlappingChildren = true
static

The cover tree (or, this implementation of it) does not require that children represent non-overlapping subsets of the parent node.

Definition at line 38 of file traits.hpp.

const bool HasSelfChildren = true
static

Cover trees do have self-children.

Definition at line 55 of file traits.hpp.

const bool RearrangesDataset = false
static

Points are not rearranged when the tree is built.

Definition at line 60 of file traits.hpp.

const bool UniqueNumDescendants = true
static

NumDescendants() represents the number of unique descendant points.

Definition at line 70 of file traits.hpp.


The documentation for this class was generated from the following file: