A struct that contains an information about the split. More...
Public Member Functions | |
| SplitInfo () | |
template < typename VecType > | |
| SplitInfo (const MetricType &metric, const VecType &vantagePoint, ElemType mu) | |
Public Attributes | |
| const MetricType * | metric |
| An instance of the MetricType class. More... | |
| ElemType | mu |
| The median distance according to which the node will be split. More... | |
| arma::Col< ElemType > | vantagePoint |
| The vantage point. More... | |
Detailed Description
template<typename BoundType, typename MatType = arma::mat, size_t MaxNumSamples = 100>
struct mlpack::tree::VantagePointSplit< BoundType, MatType, MaxNumSamples >::SplitInfo
A struct that contains an information about the split.
Definition at line 40 of file vantage_point_split.hpp.
Constructor & Destructor Documentation
◆ SplitInfo() [1/2]
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inline |
Definition at line 49 of file vantage_point_split.hpp.
◆ SplitInfo() [2/2]
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inline |
Definition at line 55 of file vantage_point_split.hpp.
References core::v2::count(), core::v2::data(), and VantagePointSplit< BoundType, MatType, MaxNumSamples >::SplitNode().
Member Data Documentation
◆ metric
| const MetricType* metric |
An instance of the MetricType class.
Definition at line 47 of file vantage_point_split.hpp.
Referenced by VantagePointSplit< BoundType, MatType, MaxNumSamples >::AssignToLeftNode().
◆ mu
| ElemType mu |
The median distance according to which the node will be split.
Definition at line 45 of file vantage_point_split.hpp.
Referenced by VantagePointSplit< BoundType, MatType, MaxNumSamples >::AssignToLeftNode().
◆ vantagePoint
| arma::Col<ElemType> vantagePoint |
The vantage point.
Definition at line 43 of file vantage_point_split.hpp.
Referenced by VantagePointSplit< BoundType, MatType, MaxNumSamples >::AssignToLeftNode().
The documentation for this struct was generated from the following file:
- /home/jenkins-mlpack/mlpack.org/_src/mlpack-git/src/mlpack/core/tree/binary_space_tree/vantage_point_split.hpp