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 )
2. Decision rule
3. Classification
4. Class model estimation ( Estimation )
5. Framework: distance, decision rule, class model estimation

Class	Function	Base class
itkScalarImageKmeansImageFilter	Framework	ImageToImageFilter
itkImageClassifierBase	Framework	ClassiferBase
itkRGBGibbsPriorFilter	??	MRFImageFilter
itkBayesianClassifierImageFilter	Framework	ImageToImageFilter
itkClassifierBase	Framework	itkLightProcessObject
itkMRFImageFilter
itkBayesianClassifierInitializationImageFilter	Estimation	ImageToImagFilter
itkSampleClassifierWithMask	Framework	SampleClassifierWithMask
itkSampleClassifier	Framework	ClassiferBase
itkImageModelEstimatorBase	Estimation	LightProcessObject
itkImageGaussianModelEstimator	Estimation	ImageModelEstimatorBase
itkMahalanobisDistanceMembershipFunction	Distance function	MembershipFunctionBase
itkDistanceToCentroidMembershipFunction	Distance function	MembershipFunctionBase
itkDistanceMetric	Distance function	MembershipFunctionBase
itkExpectationMaximizationMixtureModelEstimator	Estimation	Object
itkMembershipFunctionBase	Distance function	FunctionBase
itkDensityFunction	Distance Function	MembershipFunctionBase
itkMembershipSampleGenerator	Decision	itkDecision
itkMahalanobisDistanceMembershipFunction	Distance Function	itkDecision
itkMaximumDecisionRule	Decision	itkDecision
itkMaximumRatioDecisionRule	Decision	itkDecision
itkDecisionRuleBase	Decision	itkDecision
itkMinimumDecisionRule	Decision	itkDecision