MLPACK  1.0.11
Static Public Attributes | List of all members
mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > > Class Template Reference

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

Static Public Attributes

static const bool FirstPointIsCentroid = false
 There is no guarantee that the first point in a node is its centroid. More...
 
static const bool HasOverlappingChildren = false
 Each binary space tree node has two children which represent non-overlapping subsets of the space which the node represents. 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...
 

Detailed Description

template<typename BoundType, typename StatisticType, typename MatType>
class mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >

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

It defines characteristics of the binary space 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 39 of file traits.hpp.

Member Data Documentation

template<typename BoundType , typename StatisticType , typename MatType >
const bool mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >::FirstPointIsCentroid = false
static

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

Definition at line 52 of file traits.hpp.

template<typename BoundType , typename StatisticType , typename MatType >
const bool mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >::HasOverlappingChildren = false
static

Each binary space tree node has two children which represent non-overlapping subsets of the space which the node represents.

Therefore, children are not overlapping.

Definition at line 47 of file traits.hpp.

template<typename BoundType , typename StatisticType , typename MatType >
const bool mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >::HasSelfChildren = false
static

Points are not contained at multiple levels of the binary space tree.

Definition at line 57 of file traits.hpp.

template<typename BoundType , typename StatisticType , typename MatType >
const bool mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >::RearrangesDataset = true
static

Points are rearranged during building of the tree.

Definition at line 62 of file traits.hpp.


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