Class Scale

Maps values of a feature to a specific range.

InputFeature: feature to be scaled.

OutputFeature: output feature for scaled InputFeature

Inheritance
System.Object
PipelineBase
Scale
Inherited Members
Namespace: SigStat.Common.PipelineItems.Transforms.Preprocessing
Assembly: SigStat.Common.dll
Syntax
public class Scale : PipelineBase, ILoggerObject, IProgress, ITransformation, IPipelineIO

Properties

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InputFeature

Gets or sets the input feature.

Declaration
public FeatureDescriptor<List<double>> InputFeature { get; set; }
Property Value
Type Description
FeatureDescriptor<List<System.Double>>
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Mode

Type of the scaling which defines the scaling behavior

Declaration
public ScalingMode Mode { get; set; }
Property Value
Type Description
ScalingMode
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OutputFeature

Gets or sets the output feature.

Declaration
public FeatureDescriptor<List<double>> OutputFeature { get; set; }
Property Value
Type Description
FeatureDescriptor<List<System.Double>>

Methods

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Transform(Signature)

Executes the transform on the signature parameter. This function gets called by the pipeline.

Declaration
public void Transform(Signature signature)
Parameters
Type Name Description
Signature signature

The Signature with a set of features to be transformed.

Implements