TreeTraits< BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, SplitType > > Class Template Reference
This is a specialization of the TreeType class to the BallTree tree type. More...
Static Public Attributes | |
| static const bool | BinaryTree = true |
| static const bool | FirstPointIsCentroid = false |
| static const bool | HasDuplicatedPoints = false |
| static const bool | HasOverlappingChildren = true |
| static const bool | HasSelfChildren = false |
| static const bool | RearrangesDataset = true |
| static const bool | UniqueNumDescendants = true |
Detailed Description
template<typenameMetricType,typenameStatisticType,typenameMatType,template<typenameSplitBoundType,typenameSplitMatType>classSplitType>
class mlpack::tree::TreeTraits< BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, SplitType > >
template
<
typename
MetricType
,
typename
StatisticType
,
typename
MatType
,
template
<
typename
SplitBoundType
,
typename
SplitMatType
>
class
SplitType
>
This is a specialization of the TreeType class to the BallTree tree type.
The only difference with general BinarySpaceTree is that BallTree can have overlapping children. See mlpack/core/tree/tree_traits.hpp for more information.
Definition at line 187 of file traits.hpp.
Member Data Documentation
◆ BinaryTree
|
static |
Definition at line 196 of file traits.hpp.
◆ FirstPointIsCentroid
|
static |
Definition at line 193 of file traits.hpp.
◆ HasDuplicatedPoints
|
static |
Definition at line 192 of file traits.hpp.
◆ HasOverlappingChildren
|
static |
Definition at line 191 of file traits.hpp.
◆ HasSelfChildren
|
static |
Definition at line 194 of file traits.hpp.
◆ RearrangesDataset
|
static |
Definition at line 195 of file traits.hpp.
◆ UniqueNumDescendants
|
static |
Definition at line 197 of file traits.hpp.
The documentation for this class was generated from the following file:
- /home/jenkins-mlpack/mlpack.org/_src/mlpack-git/src/mlpack/core/tree/binary_space_tree/traits.hpp