Class ILSelfOrganizingMap.TILSelfOrganizingMap
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Package: IntelligenceLabPkg
Unit: ILSelfOrganizingMap
Inherits: TILBasicEventClassifier
Contents |
Syntax
Delphi:
type TILSelfOrganizingMap = class( TILBasicEventClassifier )
C++ Builder:
class TILSelfOrganizingMap : public TILBasicEventClassifier
Visual C++ (MFC):
class CTILSelfOrganizingMap : public CTILBasicEventClassifier
C# (.NET):
public ref class SelfOrganizingMap : Mitov.IntelligenceLab.BasicEventClassifier
Summary
Self Organizing Map classifier.
Description
Self Organizing Map classifier.
Diagram:
Example:
Properties
Published
- Inputs - Allows access to the self organizing map inputs.
- Nodes - Allows access to the self organizing map nodes.
- Training - Specifies the training settings.
Methods
Public
- procedure Clear() - Clears the training of the Self Organizing Map.
- procedure Train(ATraingData : ISLRealBuffer) - Trains the classifier.
- procedure Train(ATraingData : ISLRealBufferArray) - Trains the classifier.
- procedure Train(ATraingData : ISLRealBuffer) - Trains the classifier.
Pins
- TrainingInputPin - The training input pin of the component.
- OutputPin - The features data output pin for the classifier.
From TILBasicEventClassifier
Events
- OnResult - On prediction result event.
From TILBasicClassifier
Pins
- ClassOutputPin - The class Output Pin of the classifier.
From TILSimpleBasicClassifierTemplate
Properties
Published
- SynchronizeType - Specifies the type of thread buffer synchronization.
- Threading - Specifies the desired threading settings for the filtering.
Methods
Public
- procedure Predict(AFeatures : ISLRealBuffer) - Gets a prediction from the classifier.
Pins
- InputPin - The features input pin of the component.
From TILSimpleBasicClassifier
Properties
Published
- SaveTraining - Specifies if the training data should be saved in the project.
Methods
Public
- procedure SaveToFile(AFileName : String) - Saves the training to a file.
- procedure LoadFromFile(AFileName : String) - Loads the training from a file.
- procedure SaveToStream(AStream : TStream) - Saves the training to a stream.
- procedure LoadFromStream(AStream : TStream) - Loads the training from a stream.