Class ILNeuralNetwork.TILNeuralNetwork

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Revision as of 00:17, 11 June 2013

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Package: IntelligenceLabPkg

Unit: ILNeuralNetwork

Inherits: TILBasicEventClassifier

Contents 1 Syntax 1.1 Delphi: 1.2 C++ Builder: 1.3 Visual C++ (MFC): 1.4 C# (.NET): 2 Summary 3 Description 4 Properties 4.1 Published 4.2 Public 5 Methods 5.1 Public 6 Pins 7 From TILBasicEventClassifier 8 Events 9 From TILBasicClassifier 10 Pins 11 From TILSimpleBasicClassifierTemplate 12 Properties 12.1 Published 13 Methods 13.1 Public 14 Pins 15 From TILSimpleBasicClassifier 16 Properties 16.1 Published 17 Methods 17.1 Public

Syntax

Delphi:

type TILNeuralNetwork = class( TILBasicEventClassifier )

C++ Builder:

class TILNeuralNetwork : public TILBasicEventClassifier

Visual C++ (MFC):

class CTILNeuralNetwork : public CTILBasicEventClassifier

C# (.NET):

public ref class TILNeuralNetwork : Mitov.IntelligenceLab.BasicEventClassifier

Summary

Neural Network classifier.

Description

Defines Neural Network classifier.

Diagram:

Example:

Properties

Published

• HiddenLayers - Specifies the hidden neuron layers settings.
• Inputs - Specifies the neuron inputs settings.
• Outputs - Specifies the neuron outputs settings.

Public

• Layers - Allows access to the neuron layers.

Methods

Public

• procedure Clear() - Clears the training of the classifier.

Pins

• 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.