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Static Public Attributes | List of all members
TreeTraits< SpillTree< MetricType, StatisticType, MatType, HyperplaneType, SplitType > > Class Template Reference

This is a specialization of the TreeType class to the SpillTree tree type. 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 HasOverlappingChildren = true
 Each spill tree node has two children which can share points. More...
 
static const bool HasSelfChildren = false
 Points are not contained at multiple levels of the spill tree. More...
 
static const bool RearrangesDataset = false
 Points are not rearranged during building of the tree. More...
 
static const bool UniqueNumDescendants = false
 Spill trees have duplicated points, so NumDescendants() could count a given point twice. More...
 

Detailed Description

template<typename MetricType, typename StatisticType, typename MatType, template< typename HyperplaneMetricType > class HyperplaneType, template< typename SplitMetricType, typename SplitMatType > class SplitType>
class mlpack::tree::TreeTraits< SpillTree< MetricType, StatisticType, MatType, HyperplaneType, SplitType > >

This is a specialization of the TreeType class to the SpillTree tree type.

It defines characteristics of the spill 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 33 of file traits.hpp.

Member Data Documentation

const bool BinaryTree = true
static

This is always a binary tree.

Definition at line 61 of file traits.hpp.

const bool FirstPointIsCentroid = false
static

There is no guarantee that the first point in a node is its centroid.

Definition at line 46 of file traits.hpp.

const bool HasOverlappingChildren = true
static

Each spill tree node has two children which can share points.

Therefore, children can be overlapping.

Definition at line 41 of file traits.hpp.

const bool HasSelfChildren = false
static

Points are not contained at multiple levels of the spill tree.

Definition at line 51 of file traits.hpp.

const bool RearrangesDataset = false
static

Points are not rearranged during building of the tree.

Definition at line 56 of file traits.hpp.

const bool UniqueNumDescendants = false
static

Spill trees have duplicated points, so NumDescendants() could count a given point twice.

Definition at line 67 of file traits.hpp.


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