The specialization of the TreeTraits class for the CoverTree tree type. More...
Static Public Attributes | |
static const bool | FirstPointIsCentroid = true |
Each cover tree node contains only one point, and that point is its centroid. | |
static const bool | HasOverlappingChildren = true |
The cover tree (or, this implementation of it) does not require that children represent non-overlapping subsets of the parent node. | |
static const bool | HasParentDistance = true |
The cover tree calculates the distance between parent and child during construction, so that value is saved and CoverTree<. | |
static const bool | HasSelfChildren = true |
Cover trees do have self-children. |
The specialization of the TreeTraits class for the CoverTree tree type.
It defines characteristics of the cover 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 40 of file traits.hpp.
const bool mlpack::tree::TreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >::FirstPointIsCentroid = true [static] |
Each cover tree node contains only one point, and that point is its centroid.
Definition at line 60 of file traits.hpp.
const bool mlpack::tree::TreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >::HasOverlappingChildren = true [static] |
The cover tree (or, this implementation of it) does not require that children represent non-overlapping subsets of the parent node.
Definition at line 54 of file traits.hpp.
const bool mlpack::tree::TreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >::HasParentDistance = true [static] |
The cover tree calculates the distance between parent and child during construction, so that value is saved and CoverTree<.
..>ParentDistance() does exist.
Definition at line 48 of file traits.hpp.
const bool mlpack::tree::TreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >::HasSelfChildren = true [static] |
Cover trees do have self-children.
Definition at line 65 of file traits.hpp.