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vtkPCorrelativeStatistics Class Reference

A class for parallel bivariate correlative statistics. More...

#include <vtkPCorrelativeStatistics.h>

Inheritance diagram for vtkPCorrelativeStatistics:
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Collaboration diagram for vtkPCorrelativeStatistics:
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Public Types

typedef vtkCorrelativeStatistics Superclass
 
- Public Types inherited from vtkCorrelativeStatistics
typedef vtkStatisticsAlgorithm Superclass
 
- Public Types inherited from vtkStatisticsAlgorithm
typedef vtkTableAlgorithm Superclass
 
enum  InputPorts { INPUT_DATA = 0, LEARN_PARAMETERS = 1, INPUT_MODEL = 2 }
 
enum  OutputIndices { OUTPUT_DATA = 0, OUTPUT_MODEL = 1, ASSESSMENT = 2, OUTPUT_TEST = 2 }
 

Public Member Functions

virtual int IsA (const char *type)
 
vtkPCorrelativeStatisticsNewInstance () const
 
void PrintSelf (ostream &os, vtkIndent indent)
 
virtual void SetController (vtkMultiProcessController *)
 
virtual vtkMultiProcessController * GetController ()
 
virtual void Learn (vtkTable *inData, vtkTable *inParameters, vtkMultiBlockDataSet *outMeta)
 
virtual void Test (vtkTable *, vtkMultiBlockDataSet *, vtkTable *)
 
- Public Member Functions inherited from vtkCorrelativeStatistics
vtkCorrelativeStatisticsNewInstance () const
 
void PrintSelf (ostream &os, vtkIndent indent)
 
virtual void Aggregate (vtkDataObjectCollection *, vtkMultiBlockDataSet *)
 
- Public Member Functions inherited from vtkStatisticsAlgorithm
vtkStatisticsAlgorithmNewInstance () const
 
void PrintSelf (ostream &os, vtkIndent indent)
 
virtual void SetColumnStatus (const char *namCol, int status)
 
virtual void ResetAllColumnStates ()
 
virtual int RequestSelectedColumns ()
 
virtual void ResetRequests ()
 
virtual vtkIdType GetNumberOfRequests ()
 
virtual vtkIdType GetNumberOfColumnsForRequest (vtkIdType request)
 
void AddColumn (const char *namCol)
 
void AddColumnPair (const char *namColX, const char *namColY)
 
virtual void SetLearnOptionParameterConnection (vtkAlgorithmOutput *params)
 
virtual void SetLearnOptionParameters (vtkDataObject *params)
 
virtual void SetInputModelConnection (vtkAlgorithmOutput *model)
 
virtual void SetInputModel (vtkDataObject *model)
 
virtual void SetLearnOption (bool)
 
virtual bool GetLearnOption ()
 
virtual void SetDeriveOption (bool)
 
virtual bool GetDeriveOption ()
 
virtual void SetAssessOption (bool)
 
virtual bool GetAssessOption ()
 
virtual void SetTestOption (bool)
 
virtual bool GetTestOption ()
 
virtual void SetNumberOfPrimaryTables (vtkIdType)
 
virtual vtkIdType GetNumberOfPrimaryTables ()
 
virtual void SetAssessNames (vtkStringArray *)
 
virtual vtkStringArray * GetAssessNames ()
 
virtual const char * GetColumnForRequest (vtkIdType r, vtkIdType c)
 
virtual int GetColumnForRequest (vtkIdType r, vtkIdType c, vtkStdString &columnName)
 
virtual bool SetParameter (const char *parameter, int index, vtkVariant value)
 

Static Public Member Functions

static vtkPCorrelativeStatisticsNew ()
 
static int IsTypeOf (const char *type)
 
static vtkPCorrelativeStatisticsSafeDownCast (vtkObjectBase *o)
 
- Static Public Member Functions inherited from vtkCorrelativeStatistics
static int IsTypeOf (const char *type)
 
static vtkCorrelativeStatisticsSafeDownCast (vtkObjectBase *o)
 
static vtkCorrelativeStatisticsNew ()
 
- Static Public Member Functions inherited from vtkStatisticsAlgorithm
static int IsTypeOf (const char *type)
 
static vtkStatisticsAlgorithmSafeDownCast (vtkObjectBase *o)
 

Protected Member Functions

virtual vtkObjectBase * NewInstanceInternal () const
 
 vtkPCorrelativeStatistics ()
 
 ~vtkPCorrelativeStatistics ()
 
- Protected Member Functions inherited from vtkCorrelativeStatistics
 vtkCorrelativeStatistics ()
 
 ~vtkCorrelativeStatistics ()
 
virtual void Derive (vtkMultiBlockDataSet *)
 
virtual vtkDoubleArray * CalculatePValues (vtkDoubleArray *)
 
virtual void Assess (vtkTable *inData, vtkMultiBlockDataSet *inMeta, vtkTable *outData)
 
virtual void SelectAssessFunctor (vtkTable *outData, vtkDataObject *inMeta, vtkStringArray *rowNames, AssessFunctor *&dfunc)
 
- Protected Member Functions inherited from vtkStatisticsAlgorithm
 vtkStatisticsAlgorithm ()
 
 ~vtkStatisticsAlgorithm ()
 
virtual int FillInputPortInformation (int port, vtkInformation *info)
 
virtual int FillOutputPortInformation (int port, vtkInformation *info)
 
virtual int RequestData (vtkInformation *, vtkInformationVector **, vtkInformationVector *)
 
void Assess (vtkTable *, vtkMultiBlockDataSet *, vtkTable *, int)
 

Protected Attributes

vtkMultiProcessController * Controller
 
- Protected Attributes inherited from vtkStatisticsAlgorithm
int NumberOfPrimaryTables
 
bool LearnOption
 
bool DeriveOption
 
bool AssessOption
 
bool TestOption
 
vtkStringArray * AssessNames
 
vtkStatisticsAlgorithmPrivateInternals
 

Detailed Description

A class for parallel bivariate correlative statistics.

vtkPCorrelativeStatistics is vtkCorrelativeStatistics subclass for parallel datasets. It learns and derives the global statistical model on each node, but assesses each individual data points on the node that owns it.

Thanks:
Thanks to Philippe Pebay from Sandia National Laboratories for implementing this class.
Tests:
vtkPCorrelativeStatistics (Tests)

Definition at line 43 of file vtkPCorrelativeStatistics.h.

Member Typedef Documentation

Definition at line 47 of file vtkPCorrelativeStatistics.h.

Constructor & Destructor Documentation

vtkPCorrelativeStatistics::vtkPCorrelativeStatistics ( )
protected
vtkPCorrelativeStatistics::~vtkPCorrelativeStatistics ( )
protected

Member Function Documentation

static vtkPCorrelativeStatistics* vtkPCorrelativeStatistics::New ( )
static
static int vtkPCorrelativeStatistics::IsTypeOf ( const char *  type)
static
virtual int vtkPCorrelativeStatistics::IsA ( const char *  type)
virtual

Reimplemented from vtkCorrelativeStatistics.

static vtkPCorrelativeStatistics* vtkPCorrelativeStatistics::SafeDownCast ( vtkObjectBase *  o)
static
virtual vtkObjectBase* vtkPCorrelativeStatistics::NewInstanceInternal ( ) const
protectedvirtual

Reimplemented from vtkCorrelativeStatistics.

vtkPCorrelativeStatistics* vtkPCorrelativeStatistics::NewInstance ( ) const
void vtkPCorrelativeStatistics::PrintSelf ( ostream &  os,
vtkIndent  indent 
)
virtual void vtkPCorrelativeStatistics::SetController ( vtkMultiProcessController *  )
virtual

Get/Set the multiprocess controller. If no controller is set, single process is assumed.

virtual vtkMultiProcessController* vtkPCorrelativeStatistics::GetController ( )
virtual

Get/Set the multiprocess controller. If no controller is set, single process is assumed.

virtual void vtkPCorrelativeStatistics::Learn ( vtkTable *  inData,
vtkTable *  inParameters,
vtkMultiBlockDataSet *  outMeta 
)
virtual

Execute the parallel calculations required by the Learn option.

Reimplemented from vtkCorrelativeStatistics.

virtual void vtkPCorrelativeStatistics::Test ( vtkTable *  ,
vtkMultiBlockDataSet *  ,
vtkTable *   
)
virtual

Execute the calculations required by the Test option. NB: Not implemented for more than 1 processor

Reimplemented from vtkCorrelativeStatistics.

Member Data Documentation

vtkMultiProcessController* vtkPCorrelativeStatistics::Controller
protected

Definition at line 76 of file vtkPCorrelativeStatistics.h.


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