STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ > Struct Reference

Structure encapsulating the parameters of a MixturGaussian_sj model. More...

#include <STK_HDGaussian_AjkBkQkD.h>

Public Member Functions
	ModelParameters (int nbCluster)
	default constructor
	ModelParameters (ModelParameters const &param)
	copy constructor.
	~ModelParameters ()
	destructor
Real const &	mean (int k, int j) const
Real const &	sigma (int k, int j) const
void	resize (Range const &range)
	resize the set of parameter

Public Attributes
Array1D< CPointX >	mean_
	array of size nbCluster with the parameters mean of the variables
Array1D< CPointX >	sigma_
	standard deviation of the variables

Detailed Description

Structure encapsulating the parameters of a MixturGaussian_sj model.

Definition at line 64 of file STK_HDGaussian_AjkBkQkD.h.

Constructor & Destructor Documentation

ModelParameters() [1/2]

STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::ModelParameters ( int  nbCluster )

inline

default constructor

Parameters

nbCluster

the number of class of the mixture

Definition at line 73 of file STK_HDGaussian_AjkBkQkD.h.

: mean_(nbCluster), sigma_(nbCluster) {}

ModelParameters() [2/2]

STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::ModelParameters ( ModelParameters< Clust::HDGaussian_AjkBkQkD_ > const &  param )

inline

copy constructor.

Parameters

param

the parameters to copy.

Definition at line 77 of file STK_HDGaussian_AjkBkQkD.h.

                   : mean_(param.mean_), sigma_(param.sigma_)
    {}

~ModelParameters()

STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::~ModelParameters ( )

inline

destructor

Definition at line 81 of file STK_HDGaussian_AjkBkQkD.h.

{}

Member Function Documentation

mean()

Real const & STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::mean ( int  k, int  j  ) const

inline

Returns

the mean of the kth cluster and jth variable

Definition at line 83 of file STK_HDGaussian_AjkBkQkD.h.

{ return mean_[k][j];}

resize()

void STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::resize ( Range const &  range )

inline

resize the set of parameter

Definition at line 87 of file STK_HDGaussian_AjkBkQkD.h.

    {
      for (int k = mean_.begin(); k< mean_.end(); ++k)
      { mean_[k].resize(range) =0;
        sigma_[k].resize(range) = 1.;
      }
    }

sigma()

Real const & STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::sigma ( int  k, int  j  ) const

inline

Returns

the standard deviation of the kth cluster and jth variable

Definition at line 85 of file STK_HDGaussian_AjkBkQkD.h.

{ return sigma_[k][j];}

Member Data Documentation

mean_

Array1D<CPointX> STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::mean_

array of size nbCluster with the parameters mean of the variables

Definition at line 67 of file STK_HDGaussian_AjkBkQkD.h.

sigma_

Array1D<CPointX> STK::ModelParameters< Clust::HDGaussian_AjkBkQkD_ >::sigma_

standard deviation of the variables

Definition at line 69 of file STK_HDGaussian_AjkBkQkD.h.

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

• STK_HDGaussian_AjkBkQkD.h