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vtkPKMeansStatistics Class Reference

#include <vtkPKMeansStatistics.h>

Inheritance diagram for vtkPKMeansStatistics:
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Collaboration diagram for vtkPKMeansStatistics:
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Public Types

typedef vtkKMeansStatistics Superclass
 
- Public Types inherited from vtkKMeansStatistics
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 Types inherited from vtkTableAlgorithm
typedef vtkAlgorithm Superclass
 
- Public Types inherited from vtkAlgorithm
typedef vtkObject Superclass
 
enum  DesiredOutputPrecision { SINGLE_PRECISION, DOUBLE_PRECISION, DEFAULT_PRECISION }
 

Public Member Functions

virtual int IsA (const char *type)
 
vtkPKMeansStatisticsNewInstance () const
 
void PrintSelf (ostream &os, vtkIndent indent)
 
virtual vtkIdType GetTotalNumberOfObservations (vtkIdType numObservations)
 
virtual void SetController (vtkMultiProcessController *)
 
virtual vtkMultiProcessController * GetController ()
 
virtual void UpdateClusterCenters (vtkTable *newClusterElements, vtkTable *curClusterElements, vtkIdTypeArray *numMembershipChanges, vtkIdTypeArray *numElementsInCluster, vtkDoubleArray *error, vtkIdTypeArray *startRunID, vtkIdTypeArray *endRunID, vtkIntArray *computeRun)
 
virtual void CreateInitialClusterCenters (vtkIdType numToAllocate, vtkIdTypeArray *numberOfClusters, vtkTable *inData, vtkTable *curClusterElements, vtkTable *newClusterElements)
 
- Public Member Functions inherited from vtkKMeansStatistics
vtkKMeansStatisticsNewInstance () const
 
virtual void SetDistanceFunctor (vtkKMeansDistanceFunctor *)
 
virtual vtkKMeansDistanceFunctorGetDistanceFunctor ()
 
virtual void SetDefaultNumberOfClusters (int)
 
virtual int GetDefaultNumberOfClusters ()
 
virtual void SetKValuesArrayName (const char *)
 
virtual char * GetKValuesArrayName ()
 
virtual void SetMaxNumIterations (int)
 
virtual int GetMaxNumIterations ()
 
virtual void SetTolerance (double)
 
virtual double GetTolerance ()
 
virtual void Aggregate (vtkDataObjectCollection *, vtkMultiBlockDataSet *)
 
virtual bool SetParameter (const char *parameter, int index, vtkVariant value)
 
- 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)
 
- Public Member Functions inherited from vtkTableAlgorithm
vtkTableAlgorithmNewInstance () const
 
void PrintSelf (ostream &os, vtkIndent indent)
 
virtual int ProcessRequest (vtkInformation *, vtkInformationVector **, vtkInformationVector *)
 
vtkTableGetOutput ()
 
vtkTableGetOutput (int index)
 
void SetInputData (vtkDataObject *obj)
 
void SetInputData (int index, vtkDataObject *obj)
 
- Public Member Functions inherited from vtkAlgorithm
vtkAlgorithmNewInstance () const
 
void PrintSelf (ostream &os, vtkIndent indent)
 
int HasExecutive ()
 
vtkExecutiveGetExecutive ()
 
virtual void SetExecutive (vtkExecutive *executive)
 
virtual int ModifyRequest (vtkInformation *request, int when)
 
vtkInformation * GetInputPortInformation (int port)
 
vtkInformation * GetOutputPortInformation (int port)
 
int GetNumberOfInputPorts ()
 
int GetNumberOfOutputPorts ()
 
void UpdateProgress (double amount)
 
vtkInformation * GetInputArrayInformation (int idx)
 
void RemoveAllInputs ()
 
vtkDataObjectGetOutputDataObject (int port)
 
virtual void RemoveInputConnection (int port, vtkAlgorithmOutput *input)
 
virtual void RemoveInputConnection (int port, int idx)
 
virtual void RemoveAllInputConnections (int port)
 
int GetNumberOfInputConnections (int port)
 
int GetTotalNumberOfInputConnections ()
 
vtkAlgorithmOutputGetInputConnection (int port, int index)
 
vtkAlgorithmGetInputAlgorithm (int port, int index, int &algPort)
 
vtkAlgorithmGetInputAlgorithm (int port, int index)
 
vtkExecutiveGetInputExecutive (int port, int index)
 
vtkInformation * GetInputInformation (int port, int index)
 
vtkInformation * GetOutputInformation (int port)
 
virtual void UpdateInformation ()
 
virtual void PropagateUpdateExtent ()
 
virtual void UpdateWholeExtent ()
 
void ConvertTotalInputToPortConnection (int ind, int &port, int &conn)
 
virtual double ComputePriority ()
 
int SetUpdateExtentToWholeExtent (int port)
 
int SetUpdateExtentToWholeExtent ()
 
void SetUpdateExtent (int port, int extent[6])
 
int ProcessRequest (vtkInformation *request, vtkCollection *inInfo, vtkInformationVector *outInfo)
 
virtual int ComputePipelineMTime (vtkInformation *request, vtkInformationVector **inInfoVec, vtkInformationVector *outInfoVec, int requestFromOutputPort, unsigned long *mtime)
 
virtual vtkInformation * GetInformation ()
 
virtual void SetInformation (vtkInformation *)
 
virtual void Register (vtkObjectBase *o)
 
virtual void UnRegister (vtkObjectBase *o)
 
virtual void SetAbortExecute (int)
 
virtual int GetAbortExecute ()
 
virtual void AbortExecuteOn ()
 
virtual void AbortExecuteOff ()
 
virtual void SetProgress (double)
 
virtual double GetProgress ()
 
void SetProgressText (const char *ptext)
 
virtual char * GetProgressText ()
 
virtual unsigned long GetErrorCode ()
 
virtual void SetInputArrayToProcess (int idx, int port, int connection, int fieldAssociation, const char *name)
 
virtual void SetInputArrayToProcess (int idx, int port, int connection, int fieldAssociation, int fieldAttributeType)
 
virtual void SetInputArrayToProcess (int idx, vtkInformation *info)
 
virtual void SetInputArrayToProcess (int idx, int port, int connection, const char *fieldAssociation, const char *attributeTypeorName)
 
vtkDataObjectGetInputDataObject (int port, int connection)
 
virtual void SetInputConnection (int port, vtkAlgorithmOutput *input)
 
virtual void SetInputConnection (vtkAlgorithmOutput *input)
 
virtual void AddInputConnection (int port, vtkAlgorithmOutput *input)
 
virtual void AddInputConnection (vtkAlgorithmOutput *input)
 
virtual void SetInputDataObject (int port, vtkDataObject *data)
 
virtual void SetInputDataObject (vtkDataObject *data)
 
virtual void AddInputDataObject (int port, vtkDataObject *data)
 
virtual void AddInputDataObject (vtkDataObject *data)
 
vtkAlgorithmOutputGetOutputPort (int index)
 
vtkAlgorithmOutputGetOutputPort ()
 
vtkAlgorithmGetInputAlgorithm ()
 
vtkExecutiveGetInputExecutive ()
 
vtkInformation * GetInputInformation ()
 
virtual void Update (int port)
 
virtual void Update ()
 
virtual void SetReleaseDataFlag (int)
 
virtual int GetReleaseDataFlag ()
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
int UpdateExtentIsEmpty (vtkInformation *pinfo, vtkDataObject *output)
 
int UpdateExtentIsEmpty (vtkInformation *pinfo, int extentType)
 
void SetUpdateExtent (int port, int piece, int numPieces, int ghostLevel)
 
void SetUpdateExtent (int piece, int numPieces, int ghostLevel)
 
void SetUpdateExtent (int extent[6])
 
int * GetUpdateExtent ()
 
int * GetUpdateExtent (int port)
 
void GetUpdateExtent (int &x0, int &x1, int &y0, int &y1, int &z0, int &z1)
 
void GetUpdateExtent (int port, int &x0, int &x1, int &y0, int &y1, int &z0, int &z1)
 
void GetUpdateExtent (int extent[6])
 
void GetUpdateExtent (int port, int extent[6])
 
int GetUpdatePiece ()
 
int GetUpdatePiece (int port)
 
int GetUpdateNumberOfPieces ()
 
int GetUpdateNumberOfPieces (int port)
 
int GetUpdateGhostLevel ()
 
int GetUpdateGhostLevel (int port)
 

Static Public Member Functions

static vtkPKMeansStatisticsNew ()
 
static int IsTypeOf (const char *type)
 
static vtkPKMeansStatisticsSafeDownCast (vtkObjectBase *o)
 
- Static Public Member Functions inherited from vtkKMeansStatistics
static int IsTypeOf (const char *type)
 
static vtkKMeansStatisticsSafeDownCast (vtkObjectBase *o)
 
static vtkKMeansStatisticsNew ()
 
- Static Public Member Functions inherited from vtkStatisticsAlgorithm
static int IsTypeOf (const char *type)
 
static vtkStatisticsAlgorithmSafeDownCast (vtkObjectBase *o)
 
- Static Public Member Functions inherited from vtkTableAlgorithm
static vtkTableAlgorithmNew ()
 
static int IsTypeOf (const char *type)
 
static vtkTableAlgorithmSafeDownCast (vtkObjectBase *o)
 
- Static Public Member Functions inherited from vtkAlgorithm
static vtkAlgorithmNew ()
 
static int IsTypeOf (const char *type)
 
static vtkAlgorithmSafeDownCast (vtkObjectBase *o)
 
static void SetDefaultExecutivePrototype (vtkExecutive *proto)
 
static vtkInformationIntegerKey * INPUT_IS_OPTIONAL ()
 
static vtkInformationIntegerKey * INPUT_IS_REPEATABLE ()
 
static
vtkInformationInformationVectorKey * 
INPUT_REQUIRED_FIELDS ()
 
static
vtkInformationStringVectorKey * 
INPUT_REQUIRED_DATA_TYPE ()
 
static
vtkInformationInformationVectorKey * 
INPUT_ARRAYS_TO_PROCESS ()
 
static vtkInformationIntegerKey * INPUT_PORT ()
 
static vtkInformationIntegerKey * INPUT_CONNECTION ()
 
static vtkInformationIntegerKey * PRESERVES_DATASET ()
 
static vtkInformationIntegerKey * PRESERVES_GEOMETRY ()
 
static vtkInformationIntegerKey * PRESERVES_BOUNDS ()
 
static vtkInformationIntegerKey * PRESERVES_TOPOLOGY ()
 
static vtkInformationIntegerKey * PRESERVES_ATTRIBUTES ()
 
static vtkInformationIntegerKey * PRESERVES_RANGES ()
 
static vtkInformationIntegerKey * MANAGES_METAINFORMATION ()
 

Protected Member Functions

virtual vtkObjectBase * NewInstanceInternal () const
 
 vtkPKMeansStatistics ()
 
 ~vtkPKMeansStatistics ()
 
- Protected Member Functions inherited from vtkKMeansStatistics
 vtkKMeansStatistics ()
 
 ~vtkKMeansStatistics ()
 
virtual void Derive (vtkMultiBlockDataSet *)
 
virtual void Learn (vtkTable *, vtkTable *, vtkMultiBlockDataSet *)
 
virtual void Assess (vtkTable *, vtkMultiBlockDataSet *, vtkTable *)
 
virtual void Test (vtkTable *, vtkMultiBlockDataSet *, vtkTable *)
 
virtual void SelectAssessFunctor (vtkTable *inData, vtkDataObject *inMeta, vtkStringArray *rowNames, AssessFunctor *&dfunc)
 
int InitializeDataAndClusterCenters (vtkTable *inParameters, vtkTable *inData, vtkTable *dataElements, vtkIdTypeArray *numberOfClusters, vtkTable *curClusterElements, vtkTable *newClusterElements, vtkIdTypeArray *startRunID, vtkIdTypeArray *endRunID)
 
- 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 Member Functions inherited from vtkTableAlgorithm
 vtkTableAlgorithm ()
 
 ~vtkTableAlgorithm ()
 
virtual int RequestInformation (vtkInformation *request, vtkInformationVector **inputVector, vtkInformationVector *outputVector)
 
virtual int RequestUpdateExtent (vtkInformation *, vtkInformationVector **, vtkInformationVector *)
 
- Protected Member Functions inherited from vtkAlgorithm
 vtkAlgorithm ()
 
 ~vtkAlgorithm ()
 
virtual void SetNumberOfInputPorts (int n)
 
virtual void SetNumberOfOutputPorts (int n)
 
int InputPortIndexInRange (int index, const char *action)
 
int OutputPortIndexInRange (int index, const char *action)
 
int GetInputArrayAssociation (int idx, vtkInformationVector **inputVector)
 
virtual vtkExecutiveCreateDefaultExecutive ()
 
virtual void ReportReferences (vtkGarbageCollector *)
 
virtual void SetNumberOfInputConnections (int port, int n)
 
int GetInputArrayAssociation (int idx, int connection, vtkInformationVector **inputVector)
 
int GetInputArrayAssociation (int idx, vtkDataObject *input)
 
vtkDataArray * GetInputArrayToProcess (int idx, vtkInformationVector **inputVector)
 
vtkDataArray * GetInputArrayToProcess (int idx, vtkInformationVector **inputVector, int &association)
 
vtkDataArray * GetInputArrayToProcess (int idx, int connection, vtkInformationVector **inputVector)
 
vtkDataArray * GetInputArrayToProcess (int idx, int connection, vtkInformationVector **inputVector, int &association)
 
vtkDataArray * GetInputArrayToProcess (int idx, vtkDataObject *input)
 
vtkDataArray * GetInputArrayToProcess (int idx, vtkDataObject *input, int &association)
 
vtkAbstractArray * GetInputAbstractArrayToProcess (int idx, vtkInformationVector **inputVector)
 
vtkAbstractArray * GetInputAbstractArrayToProcess (int idx, vtkInformationVector **inputVector, int &association)
 
vtkAbstractArray * GetInputAbstractArrayToProcess (int idx, int connection, vtkInformationVector **inputVector)
 
vtkAbstractArray * GetInputAbstractArrayToProcess (int idx, int connection, vtkInformationVector **inputVector, int &association)
 
vtkAbstractArray * GetInputAbstractArrayToProcess (int idx, vtkDataObject *input)
 
vtkAbstractArray * GetInputAbstractArrayToProcess (int idx, vtkDataObject *input, int &association)
 
vtkInformation * GetInputArrayFieldInformation (int idx, vtkInformationVector **inputVector)
 
virtual void SetNthInputConnection (int port, int index, vtkAlgorithmOutput *input)
 
void SetInputDataInternal (int port, vtkDataObject *input)
 
void AddInputDataInternal (int port, vtkDataObject *input)
 
virtual void SetErrorCode (unsigned long)
 

Protected Attributes

vtkMultiProcessController * Controller
 
- Protected Attributes inherited from vtkKMeansStatistics
int DefaultNumberOfClusters
 
char * KValuesArrayName
 
int MaxNumIterations
 
double Tolerance
 
vtkKMeansDistanceFunctorDistanceFunctor
 
- Protected Attributes inherited from vtkStatisticsAlgorithm
int NumberOfPrimaryTables
 
bool LearnOption
 
bool DeriveOption
 
bool AssessOption
 
bool TestOption
 
vtkStringArray * AssessNames
 
vtkStatisticsAlgorithmPrivateInternals
 
- Protected Attributes inherited from vtkAlgorithm
vtkInformation * Information
 
double Progress
 
char * ProgressText
 
unsigned long ErrorCode
 

Additional Inherited Members

- Public Attributes inherited from vtkAlgorithm
int AbortExecute
 
- Static Protected Member Functions inherited from vtkAlgorithm
static vtkInformationIntegerKey * PORT_REQUIREMENTS_FILLED ()
 
- Static Protected Attributes inherited from vtkAlgorithm
static vtkExecutiveDefaultExecutivePrototype
 

Detailed Description

Definition at line 40 of file vtkPKMeansStatistics.h.

Member Typedef Documentation

Definition at line 44 of file vtkPKMeansStatistics.h.

Constructor & Destructor Documentation

vtkPKMeansStatistics::vtkPKMeansStatistics ( )
protected
vtkPKMeansStatistics::~vtkPKMeansStatistics ( )
protected

Member Function Documentation

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

Reimplemented from vtkKMeansStatistics.

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

Reimplemented from vtkKMeansStatistics.

vtkPKMeansStatistics* vtkPKMeansStatistics::NewInstance ( ) const
void vtkPKMeansStatistics::PrintSelf ( ostream &  os,
vtkIndent  indent 
)
virtual

Reimplemented from vtkKMeansStatistics.

virtual void vtkPKMeansStatistics::SetController ( vtkMultiProcessController *  )
virtual

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

virtual vtkMultiProcessController* vtkPKMeansStatistics::GetController ( )
virtual

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

virtual void vtkPKMeansStatistics::UpdateClusterCenters ( vtkTable newClusterElements,
vtkTable curClusterElements,
vtkIdTypeArray *  numMembershipChanges,
vtkIdTypeArray *  numElementsInCluster,
vtkDoubleArray *  error,
vtkIdTypeArray *  startRunID,
vtkIdTypeArray *  endRunID,
vtkIntArray *  computeRun 
)
virtual

Subroutine to update new cluster centers from the old centers.

Reimplemented from vtkKMeansStatistics.

virtual vtkIdType vtkPKMeansStatistics::GetTotalNumberOfObservations ( vtkIdType  numObservations)
virtual

Subroutine to get the total number of data objects.

Reimplemented from vtkKMeansStatistics.

virtual void vtkPKMeansStatistics::CreateInitialClusterCenters ( vtkIdType  numToAllocate,
vtkIdTypeArray *  numberOfClusters,
vtkTable inData,
vtkTable curClusterElements,
vtkTable newClusterElements 
)
virtual

Subroutine to initialize cluster centerss if not provided by the user.

Reimplemented from vtkKMeansStatistics.

Member Data Documentation

vtkMultiProcessController* vtkPKMeansStatistics::Controller
protected

Definition at line 84 of file vtkPKMeansStatistics.h.


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