Proposals:Refactoring Statistics Framework 2007 List of Classifier Related Classes: Difference between revisions

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#itkDecisionRuleBase.h
#itkDecisionRuleBase.h
#itkMinimumDecisionRule.h
#itkMinimumDecisionRule.h
Four major function categories
# Distance function ( similarity measure )
# Decision rule
# Classification
# Class model estimation ( Membership function estimation )
{| border="1"
|- bgcolor="#abcdef"
! Class !! Function !! Base class
|-
| itkDecisionRuleBase || Decision || itkDecision
|-
|}

Revision as of 20:02, 16 July 2008

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
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