ClassificationTestResult Class

CVB.Net Documentation
Classification test result object.
Inheritance Hierarchy

SystemObject
  Stemmer.Cvb.PolimagoPolimagoRefCountedObject
    Stemmer.Cvb.PolimagoPolimagoFactoryCreatedObject
      Stemmer.Cvb.Polimago.TestingTestResultBase
        Stemmer.Cvb.Polimago.TestingClassificationTestResult

Namespace:  Stemmer.Cvb.Polimago.Testing
Assembly:  Stemmer.Cvb.Polimago (in Stemmer.Cvb.Polimago.dll) Version: 14.0.0.0
Syntax

public class ClassificationTestResult : TestResultBase

The ClassificationTestResult type exposes the following members.

Constructors

  NameDescription
Public methodClassificationTestResult
Load a test result from disk.
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Properties

  NameDescription
Public propertyClasses
Class labels available in this test result.
Public propertyCorrection
Correction factors in X and Y direction required to rescale the input images for projection onto the retina.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyErrorRate
Total number of errors divided by the total number of examples.
Public propertyExampleConfidenceDistributions
Confidence distributions for each example.
Public propertyExampleConfidences
Confidences in the classification decision for each sample.
Public propertyExampleMeanSquareError
Mean square error for each individual example (the index runs over all the examples that contributed to this test result).
(Inherited from TestResultBase.)
Public propertyFeatureResolution
Feature resolution value with which the classifier was trained.
(Inherited from TestResultBase.)
Public propertyFeatureWindowExtent
The feature window extent that has been used during classifier training.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyFileName
Name of the file the object has been loaded from (or
System.String.Empty
if the object was not loaded).
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyHandle
Native Manto classifier handle.
(Inherited from PolimagoRefCountedObject.)
Public propertyImagePlanes
The plane count of the images that have been used for generating this classifier. Image on which this classifier is to be used will need to have the same plane count.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyInterpolation
Interpolation setting used for generating this object.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyIsDisposed
Tests if the native handle has already been disposed.
(Inherited from PolimagoRefCountedObject.)
Public propertyLambda
Regularization value that has been used for generating this object.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyNumClasses
Number of classes in the sample database on which the test result was calculated.
Public propertyNumErrors
Total number of errors made during classification testing.
Public propertyNumExamples
Number of examples that contributed to this test result.
(Inherited from TestResultBase.)
Public propertyOffset
Intercept weight that has been used for generating this object.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyOutputDimension
For tests with usage \c OneVersusAll the output dimension will equal the number of classes in the training database. For usage \c ClassifyOneVersusOne the output dimension is (NumClasses - 1) * (NumClasses) / 2.
Public propertyPredictedClassIndices
Prediction results for all indices.
Public propertyPreprocessing
Preprocessing code with which this object was generated.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyRetinaSize
Size of the "Retina" in paxels. The retina is the set of paxels onto which the input image is projected using the preprocessing code prior to application/training of the classifier.
(Inherited from PolimagoFactoryCreatedObject.)
Public propertyTotalMeanSquareError
Total mean square error of the predictor over all examples and all coordinates.
(Inherited from TestResultBase.)
Public propertyTrueClassIndices
The real class index for each example.
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Methods

  NameDescription
Public methodDispose
IDisposable implementation.
(Inherited from PolimagoRefCountedObject.)
Protected methodDispose(Boolean)
IDispose helper function.
(Inherited from PolimagoRefCountedObject.)
Public methodEquals
Determines whether the specified Object is equal to the current Object.
(Inherited from Object.)
Protected methodFinalize
Finalizer.
(Inherited from PolimagoRefCountedObject.)
Public methodGetHashCode
Serves as a hash function for a particular type.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodSave
Save this object into a file.
(Inherited from PolimagoFactoryCreatedObject.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Events

  NameDescription
Public eventObjectDisposing
Raised when this object is about to be disposed via the Dispose method.
(Inherited from PolimagoRefCountedObject.)
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See Also

Reference