te::cl::ISOData::Parameters Class Reference

Classifier Parameters. More...

#include <ISOData.h>

Inheritance diagram for te::cl::ISOData::Parameters:
te::common::AbstractParameters

Public Member Functions

AbstractParametersclone () const
 Create a clone copy of this instance. More...
 
const Parametersoperator= (const Parameters &params)
 
 Parameters ()
 
void reset ()
 Clear all internal allocated resources and reset the parameters instance to its initial state. More...
 
 ~Parameters ()
 

Public Attributes

unsigned int m_clustersNumber
 Desired number of clusters (This is a mean number. Final clusters number can go from 0 up to k+(k/2). Minimum:2, default:2). More...
 
unsigned int m_maxIterationsNumber
 Maximum number of iterations (minimum:1, default:0=automatic). More...
 
unsigned int m_maxMergesPerIteration
 Maximum number of clusters merges per iteration (zero=automatic, defaul:1 ). More...
 
unsigned int m_maxSplitsPerIteration
 Maximum number of clusters splits per iteration (zero=automatic, defaul:1 ). More...
 
double m_mergeDistThreshold
 A distance treshold to control the merge process (higher values will allow to merge more clusters. Valid values: zero or positive values. Default:0.1 ). More...
 
double m_minClusterSizePercent
 Minimum cluster size (percentual proportion related to the total input elments size. Valid values: from zero up to 100, default:0). More...
 
double m_stdDevSplitThreshold
 A standart deviation threshold to split clusters (lower values tend to create more clusters by splitting. Valid values: zero or positive values. Defaul: 0.1). More...
 

Detailed Description

Classifier Parameters.

Definition at line 59 of file ISOData.h.

Constructor & Destructor Documentation

◆ Parameters()

te::cl::ISOData::Parameters::Parameters ( )

◆ ~Parameters()

te::cl::ISOData::Parameters::~Parameters ( )

Member Function Documentation

◆ clone()

AbstractParameters* te::cl::ISOData::Parameters::clone ( ) const
virtual

Create a clone copy of this instance.

Returns
A clone copy of this instance.
Note
The caller will take the ownership of the returned pointer.

Implements te::common::AbstractParameters.

◆ operator=()

const Parameters& te::cl::ISOData::Parameters::operator= ( const Parameters params)

◆ reset()

void te::cl::ISOData::Parameters::reset ( )
virtual

Clear all internal allocated resources and reset the parameters instance to its initial state.

Implements te::common::AbstractParameters.

Member Data Documentation

◆ m_clustersNumber

unsigned int te::cl::ISOData::Parameters::m_clustersNumber

Desired number of clusters (This is a mean number. Final clusters number can go from 0 up to k+(k/2). Minimum:2, default:2).

Definition at line 63 of file ISOData.h.

◆ m_maxIterationsNumber

unsigned int te::cl::ISOData::Parameters::m_maxIterationsNumber

Maximum number of iterations (minimum:1, default:0=automatic).

Definition at line 64 of file ISOData.h.

◆ m_maxMergesPerIteration

unsigned int te::cl::ISOData::Parameters::m_maxMergesPerIteration

Maximum number of clusters merges per iteration (zero=automatic, defaul:1 ).

Definition at line 65 of file ISOData.h.

◆ m_maxSplitsPerIteration

unsigned int te::cl::ISOData::Parameters::m_maxSplitsPerIteration

Maximum number of clusters splits per iteration (zero=automatic, defaul:1 ).

Definition at line 66 of file ISOData.h.

◆ m_mergeDistThreshold

double te::cl::ISOData::Parameters::m_mergeDistThreshold

A distance treshold to control the merge process (higher values will allow to merge more clusters. Valid values: zero or positive values. Default:0.1 ).

Definition at line 69 of file ISOData.h.

◆ m_minClusterSizePercent

double te::cl::ISOData::Parameters::m_minClusterSizePercent

Minimum cluster size (percentual proportion related to the total input elments size. Valid values: from zero up to 100, default:0).

Definition at line 67 of file ISOData.h.

◆ m_stdDevSplitThreshold

double te::cl::ISOData::Parameters::m_stdDevSplitThreshold

A standart deviation threshold to split clusters (lower values tend to create more clusters by splitting. Valid values: zero or positive values. Defaul: 0.1).

Definition at line 68 of file ISOData.h.


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