Proposals:Refactoring Statistics Framework 2007 List of Classifier Related Classes
From KitwarePublic
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 | Framework | MRFImageFilter |
| itkBayesianClassifierImageFilter | Framework | ImageToImageFilter |
| itkClassifierBase | Framework | itkLightProcessObject |
| itkMRFImageFilter | Framework | ImageToImageFilter |
| 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 |
| itkEuclideanDistance | Distance function | DistanceMetric |
| 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 |
