Proposals:Refactoring Statistics Framework 2007 List of Classifier Related Classes

Here is the list of ITK classes related to classification

1. itkScalarImageKmeansImageFilter
2. itkImageClassifierBase
3. itkRGBGibbsPriorFilter
4. itkBayesianClassifierImageFilter
5. itkClassifierBase
6. itkMRFImageFilter
7. itkBayesianClassifierInitializationImageFilter
8. itkSampleClassifierWithMask
9. itkSampleClassifier
10. itkImageModelEstimatorBase.h
11. itkImageGaussianModelEstimator.h
12. itkMahalanobisDistanceThresholdImageFunction.h
13. itkDistanceToCentroidMembershipFunction.h
14. itkDistanceMetric.h
15. itkListSample.h
16. itkExpectationMaximizationMixtureModelEstimator.h
17. itkMembershipFunctionBase.h
18. itkMembershipSample.h
19. itkGaussianMixtureModelComponent.h
20. itkDensityFunction.h
21. itkMembershipSampleGenerator.h
22. itkMahalanobisDistanceMembershipFunction.h
23. itkMixtureModelComponentBase.h
24. itkSelectiveSubsampleGenerator.h
25. itkMaximumDecisionRule.h
26. itkMaximumRatioDecisionRule.h
27. itkDecisionRuleBase.h
28. itkMinimumDecisionRule.h

Four major function categories

1. Distance function ( similarity measure )  : Distance
2. Decision rule  : Decision
3. Classification  : Classification
4. Class model estimation ( Membership function estimation ) : Estimation

itkScalarImageKmeansImageFilter || Decision || itkDecision itkImageClassifierBase || Decision || itkDecision itkScalarImageKmeansImageFilter || Decision || itkDecision itk ImageClassifierBase || Decision || itkDecision itkRGBGibbsPriorFilter || Decision || itkDecision itkBayesianClassifierImageFilter || Decision || itkDecision itkClassifierBase || Decision || itkDecision itkMRFImageFilter || Decision || itkDecision itkBayesianClassifierInitializationImageFilter || Decision || itkDecision itkSampleClassifierWithMask || Decision || itkDecision itkSampleClassifier || Decision || itkDecision itkImageModelEstimatorBase || Decision || itkDecision itkImageGaussianModelEstimator || Decision || itkDecision itkMahalanobisDistanceThresholdImageFunction || Decision || itkDecision itkDistanceToCentroidMembershipFunction || Decision || itkDecision itkDistanceMetric || Decision || itkDecision itkExpectationMaximizationMixtureModelEstimator || Decision || itkDecision itkMembershipFunctionBase || Decision || itkDecision itkMembershipSample || Decision || itkDecision itkGaussianMixtureModelComponent || Decision || itkDecision itkDensityFunction || Decision || itkDecision itkMembershipSampleGenerator || Decision || itkDecision itkMahalanobisDistanceMembershipFunction || Decision || itkDecision itkMixtureModelComponentBase || Decision || itkDecision itkSelectiveSubsampleGenerator || Decision || itkDecision itkMaximumDecisionRule || Decision || itkDecision itkMaximumRatioDecisionRule || Decision || itkDecision itkDecisionRuleBase || Decision || itkDecision itkMinimumDecisionRule || Decision || itkDecision itkRGBGibbsPriorFilter || Decision || itkDecision itkBayesianClassifierImageFilter || Decision || itkDecision itkClassifierBase || Decision || itkDecision itkMRFImageFilter || Decision || itkDecision itkBayesianClassifierInitializationImageFilter || Decision || itkDecision itkSampleClassifierWithMask || Decision || itkDecision itkSampleClassifier || Decision || itkDecision itkImageModelEstimatorBase.h || Decision || itkDecision itkImageGaussianModelEstimator.h || Decision || itkDecision itkMahalanobisDistanceThresholdImageFunction.h || Decision || itkDecision itkDistanceToCentroidMembershipFunction.h || Decision || itkDecision itkDistanceMetric.h || Decision || itkDecision itkListSample.h || Decision || itkDecision itkExpectationMaximizationMixtureModelEstimator.h || Decision || itkDecision itkMembershipFunctionBase.h || Decision || itkDecision itkMembershipSample.h || Decision || itkDecision itkGaussianMixtureModelComponent.h || Decision || itkDecision itkDensityFunction.h || Decision || itkDecision itkMembershipSampleGenerator.h || Decision || itkDecision itkMahalanobisDistanceMembershipFunction.h || Decision || itkDecision itkMixtureModelComponentBase.h || Decision || itkDecision itkSelectiveSubsampleGenerator.h || Decision || itkDecision itkMaximumDecisionRule.h || Decision || itkDecision itkMaximumRatioDecisionRule.h || Decision || itkDecision itkDecisionRuleBase.h || Decision || itkDecision itkMinimumDecisionRule.h || Decision || itkDecision

Class	Function	Base class
itkDecisionRuleBase	Decision	itkDecision