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 ( Membership function estimation )

Class	Function	Base class
itkDecisionRuleBase	Decision	itkDecision