MeanSpaceSplit< MetricType, MatType > Class Template Reference

Static Public Member Functions
template < typename HyperplaneType >
static bool	SplitSpace (const typename HyperplaneType::BoundType &bound, const MatType &data, const arma::Col< size_t > &points, HyperplaneType &hyp)
	Create a splitting hyperplane considering the mean of the values in a certain projection. More...

Detailed Description

template

<

typename

MetricType

,

typename

MatType

>

class mlpack::tree::MeanSpaceSplit< MetricType, MatType >

Definition at line 23 of file mean_space_split.hpp.

Member Function Documentation

SplitSpace()

static bool SplitSpace ( const typename HyperplaneType::BoundType &  bound, const MatType &  data, const arma::Col< size_t > &  points, HyperplaneType &  hyp  )

static

Create a splitting hyperplane considering the mean of the values in a certain projection.

Parameters

bound	The bound used for this node.
data	The dataset used by the tree.
points	Vector of indexes of points to be considered.
hyp	Resulting splitting hyperplane.

Returns

Flag to determine if split is possible.

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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/mean_space_split.hpp