mlpack::tree::AxisParallelProjVector Class Reference

AxisParallelProjVector defines an axis-parallel projection vector. More...

#include <projection_vector.hpp>

Public Member Functions
	AxisParallelProjVector (size_t dim=0)
	Create the projection vector based on the specified dimension. More...
template<typename VecType >
double	Project (const VecType &point, typename std::enable_if_t< IsVector< VecType >::value > *=0) const
	Project the given point on the projection vector. More...
template<typename MetricType , typename ElemType >
math::RangeType< ElemType >	Project (const bound::HRectBound< MetricType, ElemType > &bound) const
	Project the given hrect bound on the projection vector. More...
template<typename MetricType , typename VecType >
math::RangeType< typename VecType::elem_type >	Project (const bound::BallBound< MetricType, VecType > &bound) const
	Project the given ball bound on the projection vector. More...
template<typename Archive >
void	serialize (Archive &ar, const uint32_t)
	Serialization.

Detailed Description

AxisParallelProjVector defines an axis-parallel projection vector.

We can efficiently project points, simply analyzing a specific dimension.

Constructor & Destructor Documentation

AxisParallelProjVector()

mlpack::tree::AxisParallelProjVector::AxisParallelProjVector ( size_t  dim = 0 )

inline

Create the projection vector based on the specified dimension.

Parameters

dim	Dimension to be considered.

Member Function Documentation

Project() [1/3]

template<typename VecType >

double mlpack::tree::AxisParallelProjVector::Project ( const VecType &  point, typename std::enable_if_t< IsVector< VecType >::value > *  = 0  ) const

inline

Project the given point on the projection vector.

Parameters

point

Point to be projected.

Project() [2/3]

template<typename MetricType , typename ElemType >

math::RangeType<ElemType> mlpack::tree::AxisParallelProjVector::Project ( const bound::HRectBound< MetricType, ElemType > &  bound ) const

inline

Project the given hrect bound on the projection vector.

Parameters

bound

Bound to be projected.

Returns

Range of projected values.

Project() [3/3]

template<typename MetricType , typename VecType >

math::RangeType<typename VecType::elem_type> mlpack::tree::AxisParallelProjVector::Project ( const bound::BallBound< MetricType, VecType > &  bound ) const

inline

Project the given ball bound on the projection vector.

Parameters

bound

Bound to be projected.

Returns

Range of projected values.

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The documentation for this class was generated from the following file:

• src/mlpack/core/tree/space_split/projection_vector.hpp