mlpack::tree::ProjVector Class Reference

ProjVector defines a general projection vector (not necessarily axis-parallel). More...

Public Member Functions
	ProjVector ()
	Empty Constructor. More...
	ProjVector (const arma::vec &vect)
	Create the projection vector based on the specified vector. 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 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 unsigned int)
	Serialization. More...

Private Attributes
arma::vec	projVect
	Projection vector. More...

Detailed Description

ProjVector defines a general projection vector (not necessarily axis-parallel).

Definition at line 91 of file projection_vector.hpp.

Constructor & Destructor Documentation

mlpack::tree::ProjVector::ProjVector ( )

inline

Empty Constructor.

Definition at line 100 of file projection_vector.hpp.

mlpack::tree::ProjVector::ProjVector ( const arma::vec &  vect )

inline

Create the projection vector based on the specified vector.

Parameters

vect	Vector to be considered.

Definition at line 109 of file projection_vector.hpp.

Member Function Documentation

template<typename VecType >

double mlpack::tree::ProjVector::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.

Definition at line 119 of file projection_vector.hpp.

template<typename MetricType , typename VecType >

math::RangeType<typename VecType::elem_type> mlpack::tree::ProjVector::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.

Definition at line 132 of file projection_vector.hpp.

References mlpack::bound::BallBound< MetricType, VecType >::Center(), mlpack::tree::AxisParallelProjVector::Project(), and mlpack::bound::BallBound< MetricType, VecType >::Radius().

template<typename Archive >

void mlpack::tree::ProjVector::Serialize ( Archive &  ar, const unsigned  int  )

inline

Serialization.

Definition at line 145 of file projection_vector.hpp.

References mlpack::data::CreateNVP().

Member Data Documentation

arma::vec mlpack::tree::ProjVector::projVect

private

Projection vector.

Definition at line 94 of file projection_vector.hpp.

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

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