Aakash-kaushik/mlpack/space__split_8hpp_source.html

 #ifndef MLPACK_CORE_TREE_SPILL_TREE_SPACE_SPLIT_HPP
 #define MLPACK_CORE_TREE_SPILL_TREE_SPACE_SPLIT_HPP

 #include <mlpack/prereqs.hpp>
 #include "hyperplane.hpp"

 namespace mlpack {
 namespace tree {

 template<typename MetricType, typename MatType>
 class SpaceSplit
 {
  public:
   static bool GetProjVector(
       const bound::HRectBound<MetricType>& bound,
       const MatType& data,
       const arma::Col<size_t>& points,
       AxisParallelProjVector& projVector,
       double& midValue);

   template<typename BoundType>
   static bool GetProjVector(
       const BoundType& bound,
       const MatType& data,
       const arma::Col<size_t>& points,
       ProjVector& projVector,
       double& midValue);
 };

 } // namespace tree
 } // namespace mlpack

 // Include implementation.
 #include "space_split_impl.hpp"

 #endif
mlpack::tree::AxisParallelProjVector
AxisParallelProjVector defines an axis-parallel projection vector.
Definition: projection_vector.hpp:24

data

mlpack
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: cv.hpp:1

prereqs.hpp
The core includes that mlpack expects; standard C++ includes and Armadillo.

mlpack::tree::SpaceSplit::GetProjVector
static bool GetProjVector(const bound::HRectBound< MetricType > &bound, const MatType &data, const arma::Col< size_t > &points, AxisParallelProjVector &projVector, double &midValue)
Create a projection vector based on the given set of point.
Definition: space_split_impl.hpp:22

mlpack::tree::ProjVector
ProjVector defines a general projection vector (not necessarily axis-parallel).
Definition: projection_vector.hpp:91

hyperplane.hpp

mlpack::bound::HRectBound< MetricType >

mlpack::tree::SpaceSplit
Definition: space_split.hpp:23

space_split_impl.hpp