This is a specialization of the TreeTraits class to the BinarySpaceTree 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  HasDuplicatedPoints = false 
Each binary space tree node doesn't share points with any other node. More...  
static const bool  HasOverlappingChildren = false 
Each binary space tree node has two children which represent nonoverlapping 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...  
static const bool  UniqueNumDescendants = true 
Binary space trees don't have duplicated points, so NumDescendants() represents the number of unique descendant points. More...  
This is a specialization of the TreeTraits class to the BinarySpaceTree tree type.
It defines characteristics of the binary space tree, and is used to help write treeindependent (but still optimized) treebased algorithms. See mlpack/core/tree/tree_traits.hpp for more information.
Definition at line 33 of file traits.hpp.

static 
This is always a binary tree.
Definition at line 67 of file traits.hpp.

static 
There is no guarantee that the first point in a node is its centroid.
Definition at line 52 of file traits.hpp.

static 
Each binary space tree node doesn't share points with any other node.
Definition at line 47 of file traits.hpp.

static 
Each binary space tree node has two children which represent nonoverlapping subsets of the space which the node represents.
Therefore, children are not overlapping.
Definition at line 42 of file traits.hpp.

static 
Points are not contained at multiple levels of the binary space tree.
Definition at line 57 of file traits.hpp.

static 
Points are rearranged during building of the tree.
Definition at line 62 of file traits.hpp.

static 
Binary space trees don't have duplicated points, so NumDescendants() represents the number of unique descendant points.
Definition at line 73 of file traits.hpp.