The BinaryClassification type exposes the following members.
Constructors
Name | Description | |
---|---|---|
![]() | BinaryClassification |
Creates a binary classifier.
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Methods
Name | Description | |
---|---|---|
![]() | ComputeStatistics |
Computes the classification error statistics for the supplied network patterns
and their associated classifications.
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![]() | Equals | (Inherited from Object.) |
![]() | Finalize |
Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
(Inherited from Object.) |
![]() | 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.) |
![]() | PredictedClass |
Calculates the classification probablities for the input
pattern x, and returns either 0 or 1 identifying the class with the
highest probability.
|
![]() | Probabilities |
Returns classification probabilities for the input pattern x.
|
![]() | ToString | (Inherited from Object.) |
![]() | Train |
Trains the classification neural network using supplied trainer and patterns.
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Properties
Name | Description | |
---|---|---|
![]() | Error |
Returns the error function for use by QuasiNewtonTrainer
for training a binary classification network.
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![]() | Network |
The network being used for classification.
|