Proposals:Refactoring Statistics Framework 2007 List of Classifier Related Classes: Difference between revisions
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Five major categories | |||
# Distance function ( similarity measure ) | # Distance function ( similarity measure ) | ||
# Decision rule | # Decision rule | ||
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# Class model estimation ( Estimation ) | # Class model estimation ( Estimation ) | ||
# Framework: distance, decision rule, class model estimation | # Framework: distance, decision rule, class model estimation | ||
Here is the list of ITK classes related to classification | |||
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Revision as of 21:03, 16 July 2008
Five major categories
- Distance function ( similarity measure )
- Decision rule
- Classification
- Class model estimation ( Estimation )
- Framework: distance, decision rule, class model estimation
Here is the list of ITK classes related to classification
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 |
itkMahalanobisDistanceMembershipFunction | Distance Function | MembershipFunctionBase |
itkMaximumDecisionRule | Decision | DecisionRuleBase |
itkMaximumRatioDecisionRule | Decision | DecisionRuleBase |
itkDecisionRuleBase | Decision | Object |
itkMinimumDecisionRule | Decision | DecisionRuleBase |