HyperplaneBase< BoundT, ProjVectorT > Class Template Reference

HyperplaneBase defines a splitting hyperplane based on a projection vector and projection value. More...

Public Types
typedef BoundT	BoundType
	Useful typedef for the bound type. More...
typedef ProjVectorT	ProjVectorType
	Useful typedef for the projection vector type. More...

Public Member Functions
	HyperplaneBase ()
	Empty Constructor. More...
	HyperplaneBase (const ProjVectorType &projVect, double splitVal)
	Create the hyperplane with the specified projection vector and split value. More...
template < typename VecType >
bool	Left (const VecType &point, typename std::enable_if_t< IsVector< VecType >::value > *=0) const
	Determine if the given point is to the left of the hyperplane, this means if the projection over the projection vector is negative or zero. More...
bool	Left (const BoundType &bound) const
	Determine if the given bound is to the left of the hyperplane. 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 and subtract the split value. More...
template < typename VecType >
bool	Right (const VecType &point, typename std::enable_if_t< IsVector< VecType >::value > *=0) const
	Determine if the given point is to the right of the hyperplane, this means if the projection over the projection vector is positive. More...
bool	Right (const BoundType &bound) const
	Determine if the given bound is to the right of the hyperplane. More...
template < typename Archive >
void	serialize (Archive &ar, const uint32_t)
	Serialization. More...

Detailed Description

template

<

typename

BoundT

,

typename

ProjVectorT

>

class mlpack::tree::HyperplaneBase< BoundT, ProjVectorT >

HyperplaneBase defines a splitting hyperplane based on a projection vector and projection value.

Template Parameters

BoundT	The bound type considered.
ProjVectorT	Type of projection vector (AxisParallelProjVector, ProjVector).

Definition at line 30 of file hyperplane.hpp.

Member Typedef Documentation

BoundType

typedef BoundT BoundType

Useful typedef for the bound type.

Definition at line 34 of file hyperplane.hpp.

ProjVectorType

typedef ProjVectorT ProjVectorType

Useful typedef for the projection vector type.

Definition at line 36 of file hyperplane.hpp.

Constructor & Destructor Documentation

HyperplaneBase() [1/2]

HyperplaneBase ( )

inline

Empty Constructor.

By default will consider all points to the left.

Definition at line 49 of file hyperplane.hpp.

HyperplaneBase() [2/2]

HyperplaneBase ( const ProjVectorType &  projVect, double  splitVal  )

inline

Create the hyperplane with the specified projection vector and split value.

Parameters

projVect	Projection vector.
splitVal	Split value.

Definition at line 59 of file hyperplane.hpp.

Member Function Documentation

Left() [1/2]

bool Left ( const VecType &  point, typename std::enable_if_t< IsVector< VecType >::value > *  = 0  ) const

inline

Determine if the given point is to the left of the hyperplane, this means if the projection over the projection vector is negative or zero.

Parameters

point

Point to be analyzed.

Definition at line 86 of file hyperplane.hpp.

References HyperplaneBase< BoundT, ProjVectorT >::Project().

Left() [2/2]

bool Left ( const BoundType &  bound ) const

inline

Determine if the given bound is to the left of the hyperplane.

Parameters

bound

Bound to be analyzed.

Definition at line 110 of file hyperplane.hpp.

Project()

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

inline

Project the given point on the projection vector and subtract the split value.

Parameters

point

Point to be projected.

Definition at line 71 of file hyperplane.hpp.

Referenced by HyperplaneBase< BoundT, ProjVectorT >::Left(), and HyperplaneBase< BoundT, ProjVectorT >::Right().

Right() [1/2]

bool Right ( const VecType &  point, typename std::enable_if_t< IsVector< VecType >::value > *  = 0  ) const

inline

Determine if the given point is to the right of the hyperplane, this means if the projection over the projection vector is positive.

Parameters

point

Point to be analyzed.

Definition at line 99 of file hyperplane.hpp.

References HyperplaneBase< BoundT, ProjVectorT >::Project().

Right() [2/2]

bool Right ( const BoundType &  bound ) const

inline

Determine if the given bound is to the right of the hyperplane.

Parameters

bound

Bound to be analyzed.

Definition at line 122 of file hyperplane.hpp.

serialize()

void serialize ( Archive &  ar, const uint32_t    )

inline

Serialization.

Definition at line 133 of file hyperplane.hpp.

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

• /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/core/tree/space_split/hyperplane.hpp