mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > > Class Template Reference

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	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...

Detailed Description

template<typename MetricType, typename StatisticType, typename MatType, typename SplitType, typename DescentType>
class mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > >

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 33 of file traits.hpp.

Member Data Documentation

template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType >

const bool mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > >::BinaryTree = false

static

This tree is not necessarily a binary tree.

Definition at line 61 of file traits.hpp.

template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType >

const bool mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > >::FirstPointIsCentroid = false

static

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

Definition at line 44 of file traits.hpp.

template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType >

const bool mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > >::HasOverlappingChildren = true

static

An R-tree can have overlapping children.

Definition at line 39 of file traits.hpp.

template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType >

const bool mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > >::HasSelfChildren = false

static

Points are not contained at multiple levels of the R-tree.

Definition at line 49 of file traits.hpp.

template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType >

const bool mlpack::tree::TreeTraits< RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType > >::RearrangesDataset = false

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 56 of file traits.hpp.

---

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

• src/mlpack/core/tree/rectangle_tree/traits.hpp