Proposals:Refactoring Statistics Framework 2007 List of Classifier Related Classes: Difference between revisions
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Four major function categories | Four major function categories | ||
# Distance function ( similarity measure ) | # Distance function ( similarity measure ) : Distance | ||
# Decision rule | # Decision rule : Decision | ||
# Classification | # Classification : Classification | ||
# Class model estimation ( Membership function estimation ) | # Class model estimation ( Membership function estimation ) : Estimation | ||
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Revision as of 20:03, 16 July 2008
Here is the list of ITK classes related to classification
- itkScalarImageKmeansImageFilter
- itkImageClassifierBase
- itkRGBGibbsPriorFilter
- itkBayesianClassifierImageFilter
- itkClassifierBase
- itkMRFImageFilter
- itkBayesianClassifierInitializationImageFilter
- itkSampleClassifierWithMask
- itkSampleClassifier
- itkImageModelEstimatorBase.h
- itkImageGaussianModelEstimator.h
- itkMahalanobisDistanceThresholdImageFunction.h
- itkDistanceToCentroidMembershipFunction.h
- itkDistanceMetric.h
- itkListSample.h
- itkExpectationMaximizationMixtureModelEstimator.h
- itkMembershipFunctionBase.h
- itkMembershipSample.h
- itkGaussianMixtureModelComponent.h
- itkDensityFunction.h
- itkMembershipSampleGenerator.h
- itkMahalanobisDistanceMembershipFunction.h
- itkMixtureModelComponentBase.h
- itkSelectiveSubsampleGenerator.h
- itkMaximumDecisionRule.h
- itkMaximumRatioDecisionRule.h
- itkDecisionRuleBase.h
- itkMinimumDecisionRule.h
Four major function categories
- Distance function ( similarity measure ) : Distance
- Decision rule : Decision
- Classification : Classification
- Class model estimation ( Membership function estimation ) : Estimation
| Class | Function | Base class |
|---|---|---|
| itkDecisionRuleBase | Decision | itkDecision |
