Classification test result object.
Inheritance Hierarchy
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
The ClassificationTestResult type exposes the following members.
Constructors
Name | Description | |
---|---|---|
ClassificationTestResult |
Load a test result from disk.
|
Properties
Name | Description | |
---|---|---|
Classes |
Class labels available in this test result.
| |
Correction |
Correction factors in X and Y direction required to rescale the input
images for projection onto the retina.
(Inherited from PolimagoFactoryCreatedObject.) | |
ErrorRate |
Total number of errors divided by the total number of examples.
| |
ExampleConfidenceDistributions |
Confidence distributions for each example.
| |
ExampleConfidences |
Confidences in the classification decision for each sample.
| |
ExampleMeanSquareError |
Mean square error for each individual example (the index runs over
all the examples that contributed to this test result).
(Inherited from TestResultBase.) | |
FeatureResolution |
Feature resolution value with which the classifier was trained.
(Inherited from TestResultBase.) | |
FeatureWindowExtent |
The feature window extent that has been used during classifier
training.
(Inherited from PolimagoFactoryCreatedObject.) | |
FileName |
Name of the file the object has been loaded from (or
(Inherited from PolimagoFactoryCreatedObject.)System.String.Empty | |
Handle |
Native Manto classifier handle.
(Inherited from PolimagoRefCountedObject.) | |
ImagePlanes |
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.) | |
Interpolation |
Interpolation setting used for generating this object.
(Inherited from PolimagoFactoryCreatedObject.) | |
IsDisposed |
Tests if the native handle has already been disposed.
(Inherited from PolimagoRefCountedObject.) | |
Lambda |
Regularization value that has been used for generating this object.
(Inherited from PolimagoFactoryCreatedObject.) | |
NumClasses |
Number of classes in the sample database on which the test result
was calculated.
| |
NumErrors |
Total number of errors made during classification testing.
| |
NumExamples |
Number of examples that contributed to this test result.
(Inherited from TestResultBase.) | |
Offset |
Intercept weight that has been used for generating this object.
(Inherited from PolimagoFactoryCreatedObject.) | |
OutputDimension |
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.
| |
PredictedClassIndices |
Prediction results for all indices.
| |
Preprocessing |
Preprocessing code with which this object was generated.
(Inherited from PolimagoFactoryCreatedObject.) | |
RetinaSize |
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.) | |
TotalMeanSquareError |
Total mean square error of the predictor over all examples and all
coordinates.
(Inherited from TestResultBase.) | |
TrueClassIndices |
The real class index for each example.
|
Methods
Name | Description | |
---|---|---|
Dispose |
IDisposable implementation.
(Inherited from PolimagoRefCountedObject.) | |
Dispose(Boolean) |
IDispose helper function.
(Inherited from PolimagoRefCountedObject.) | |
Equals | (Inherited from Object.) | |
Finalize |
Finalizer.
(Inherited from PolimagoRefCountedObject.) | |
GetHashCode | Serves as a hash function for a particular type. (Inherited from Object.) | |
GetType | Gets the Type of the current instance. (Inherited from Object.) | |
MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) | |
Save |
Save this object into a file.
(Inherited from PolimagoFactoryCreatedObject.) | |
ToString | Returns a string that represents the current object. (Inherited from Object.) |
Events
Name | Description | |
---|---|---|
ObjectDisposing |
Raised when this object is about to be disposed via the
Dispose method.
(Inherited from PolimagoRefCountedObject.) |
See Also