Class ILSelfOrganizingMap.TILSelfOrganizingMap
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== Description == | == Description == | ||
Self Organizing Map classifier. | Self Organizing Map classifier. | ||
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| + | <b>Diagram:</b> | ||
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| + | [[Image:ILSelfOrganizingMap_Preview.png]] | ||
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=== Public === | === Public === | ||
*[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Clear()|procedure Clear()]] - Clears the training of the Self Organizing Map. | *[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Clear()|procedure Clear()]] - Clears the training of the Self Organizing Map. | ||
| − | *[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Train( | + | *[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Train(ISLRealBuffer)|procedure Train(ATraingData : ISLRealBuffer)]] - Trains the classifier. |
*[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Train(ISLRealBufferArray)|procedure Train(ATraingData : ISLRealBufferArray)]] - Trains the classifier. | *[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Train(ISLRealBufferArray)|procedure Train(ATraingData : ISLRealBufferArray)]] - Trains the classifier. | ||
*[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Train(ISLRealBuffer)|procedure Train(ATraingData : ISLRealBuffer)]] - Trains the classifier. | *[[Method procedure ILSelfOrganizingMap.TILSelfOrganizingMap.Train(ISLRealBuffer)|procedure Train(ATraingData : ISLRealBuffer)]] - Trains the classifier. | ||
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== Pins == | == Pins == | ||
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== Pins == | == Pins == | ||
*[[Pin ILBasicClassifier.TILBasicClassifier.ClassOutputPin|ClassOutputPin]] - The class Output Pin of the classifier. | *[[Pin ILBasicClassifier.TILBasicClassifier.ClassOutputPin|ClassOutputPin]] - The class Output Pin of the classifier. | ||
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| + | == From [[Class ILBasicClassifier.TILSimpleBasicClassifierTemplate|TILSimpleBasicClassifierTemplate]] == | ||
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| + | == Properties == | ||
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| + | === Published === | ||
| + | *[[Property ILBasicClassifier.TILSimpleBasicClassifierTemplate.SynchronizeType|SynchronizeType]] - Specifies the type of thread buffer synchronization. | ||
| + | *[[Property ILBasicClassifier.TILSimpleBasicClassifierTemplate.Threading|Threading]] - Specifies the desired threading settings for the filtering. | ||
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| + | == Methods == | ||
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| + | === Public === | ||
| + | *[[Method procedure ILBasicClassifier.TILSimpleBasicClassifierTemplate.Predict(ISLRealBuffer)|procedure Predict(AFeatures : ISLRealBuffer)]] - Gets a prediction from the classifier. | ||
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| + | == Pins == | ||
| + | *[[Pin ILBasicClassifier.TILSimpleBasicClassifierTemplate.InputPin|InputPin]] - The features input pin of the component. | ||
== From [[Class ILBasicClassifier.TILSimpleBasicClassifier|TILSimpleBasicClassifier]] == | == From [[Class ILBasicClassifier.TILSimpleBasicClassifier|TILSimpleBasicClassifier]] == | ||
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*[[Method procedure ILBasicClassifier.TILSimpleBasicClassifier.SaveToStream(TStream)|procedure SaveToStream(AStream : TStream)]] - Saves the training to a stream. | *[[Method procedure ILBasicClassifier.TILSimpleBasicClassifier.SaveToStream(TStream)|procedure SaveToStream(AStream : TStream)]] - Saves the training to a stream. | ||
*[[Method procedure ILBasicClassifier.TILSimpleBasicClassifier.LoadFromStream(TStream)|procedure LoadFromStream(AStream : TStream)]] - Loads the training from a stream. | *[[Method procedure ILBasicClassifier.TILSimpleBasicClassifier.LoadFromStream(TStream)|procedure LoadFromStream(AStream : TStream)]] - Loads the training from a stream. | ||
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[[Category:Components]][[Category:Classes]] | [[Category:Components]][[Category:Classes]] | ||
Revision as of 20:30, 10 June 2013
This is a Beta Read Only version of this page. Please review and send recommendations to mitov@mitov.com. We will enable the editing as soon as we are happy with the overall Wiki site.
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 TILSelfOrganizingMap : 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.
