46 #ifndef vtkPSciVizPCAStats_h 47 #define vtkPSciVizPCAStats_h 49 #include "vtkPVVTKExtensionsDefaultModule.h" 57 virtual void PrintSelf(ostream& os, vtkIndent indent);
59 vtkSetMacro(NormalizationScheme,
int);
60 vtkGetMacro(NormalizationScheme,
int);
62 vtkSetMacro(BasisScheme,
int);
63 vtkGetMacro(BasisScheme,
int);
65 vtkSetMacro(FixedBasisSize,
int);
66 vtkGetMacro(FixedBasisSize,
int);
68 vtkSetClampMacro(FixedBasisEnergy,
double, 0., 1.);
69 vtkGetMacro(FixedBasisEnergy,
double);
71 vtkSetMacro(RobustPCA,
bool);
72 vtkGetMacro(RobustPCA,
bool);
73 vtkBooleanMacro(RobustPCA,
bool);
79 virtual int LearnAndDerive(vtkMultiBlockDataSet* model, vtkTable* inData);
81 vtkTable* observations, vtkDataObject* dataset, vtkMultiBlockDataSet* model);
94 #endif // vtkPSciVizPCAStats_h
virtual int AssessData(vtkTable *observations, vtkDataObject *dataset, vtkMultiBlockDataSet *model)=0
Method subclasses must override to assess an input table given a model of the proper type...
virtual int LearnAndDerive(vtkMultiBlockDataSet *model, vtkTable *inData)=0
Method subclasses must override to calculate a full model from the given input data.
Abstract base class for computing statistics with vtkStatistics.
Perform PCA on data and/or project data into a subspace defined by the PCA.
virtual void PrintSelf(ostream &os, vtkIndent indent)