Aakash-kaushik/mlpack/tree__traits_8hpp_source.html

 #ifndef MLPACK_CORE_TREE_TREE_TRAITS_HPP
 #define MLPACK_CORE_TREE_TREE_TRAITS_HPP

 namespace mlpack {
 namespace tree {

 template<typename TreeType>
 class TreeTraits
 {
  public:
   static const bool HasOverlappingChildren = true;

   static const bool HasDuplicatedPoints = false;

   static const bool FirstPointIsCentroid = false;

   static const bool HasSelfChildren = false;

   static const bool RearrangesDataset = false;

   static const bool BinaryTree = false;

   static const bool UniqueNumDescendants = true;
 };

 } // namespace tree
 } // namespace mlpack

 #endif
mlpack
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: cv.hpp:1

mlpack::tree::TreeTraits::RearrangesDataset
static const bool RearrangesDataset
This is true if the tree rearranges points in the dataset when it is built.
Definition: tree_traits.hpp:105

mlpack::tree::TreeTraits::HasOverlappingChildren
static const bool HasOverlappingChildren
This is true if the subspaces represented by the children of a node can overlap.
Definition: tree_traits.hpp:84

mlpack::tree::TreeTraits::FirstPointIsCentroid
static const bool FirstPointIsCentroid
This is true if the first point of each node is the centroid of its bound.
Definition: tree_traits.hpp:94

mlpack::tree::TreeTraits::UniqueNumDescendants
static const bool UniqueNumDescendants
This is true if the NumDescendants() method doesn&#39;t include duplicated points.
Definition: tree_traits.hpp:116

mlpack::tree::TreeTraits::HasDuplicatedPoints
static const bool HasDuplicatedPoints
This is true if a point can be included in more than one node.
Definition: tree_traits.hpp:89

mlpack::tree::TreeTraits
The TreeTraits class provides compile-time information on the characteristics of a given tree type...
Definition: tree_traits.hpp:77

mlpack::tree::TreeTraits::BinaryTree
static const bool BinaryTree
This is true if the tree always has only two children.
Definition: tree_traits.hpp:110

mlpack::tree::TreeTraits::HasSelfChildren
static const bool HasSelfChildren
This is true if the points contained in the first child of a node (Child(0)) are also contained in th...
Definition: tree_traits.hpp:100