Data Structures | Public Types | Public Member Functions
CMeans Class Reference

#include <mia/core/cmeans.hh>

Data Structures

class  Initializer
 
class  SparseProbmap
 

Public Types

typedef std::vector< double > DVector
 
typedef std::vector< std::pair< double, double > > NormalizedHistogram
 
typedef std::shared_ptr< Initializer > PInitializer
 
typedef CSparseHistogram::Compressed SparseHistogram
 

Public Member Functions

 CMeans (double epsilon, PInitializer class_center_initializer)
 
SparseProbmap run (const SparseHistogram &histogram, DVector &class_centers) const
 
SparseProbmap run (const SparseHistogram &histogram, DVector &class_centers, bool de_normalize_results) const
 
 ~CMeans ()
 

Detailed Description

Definition at line 30 of file cmeans.hh.

Member Typedef Documentation

◆ DVector

typedef std::vector<double> CMeans::DVector

Definition at line 32 of file cmeans.hh.

◆ NormalizedHistogram

typedef std::vector<std::pair<double, double> > CMeans::NormalizedHistogram

Definition at line 34 of file cmeans.hh.

◆ PInitializer

typedef std::shared_ptr<Initializer> CMeans::PInitializer

Definition at line 89 of file cmeans.hh.

◆ SparseHistogram

typedef CSparseHistogram::Compressed CMeans::SparseHistogram

Definition at line 33 of file cmeans.hh.

Constructor & Destructor Documentation

◆ CMeans()

CMeans::CMeans ( double  epsilon,
PInitializer  class_center_initializer 
)

◆ ~CMeans()

CMeans::~CMeans ( )

Member Function Documentation

◆ run() [1/2]

SparseProbmap CMeans::run ( const SparseHistogram &  histogram,
DVector &  class_centers 
) const

◆ run() [2/2]

SparseProbmap CMeans::run ( const SparseHistogram &  histogram,
DVector &  class_centers,
bool  de_normalize_results 
) const
The documentation for this class was generated from the following file: