Class UniformScale

Maps values of a feature to a specific range and another proportional.

BaseDimension: feature modelled the base dimension of the scaling.

ProportionalDimension: feature modelled the dimension scaled proportionally to the base dimension.

BaseDimensionOutput: output feature for scaled BaseDimension

ProportionalDimensionOutput: output feature for scaled ProportionalDimension

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

Properties

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BaseDimension

Gets or sets the base dimension.

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

Gets or sets the output base dimension output.

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

Upper bound of the interval, in which the base dimension will be scaled

Declaration
public double NewMaxBaseValue { get; set; }
Property Value
Type Description
System.Double
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NewMinBaseValue

Lower bound of the interval, in which the base dimension will be scaled

Declaration
public double NewMinBaseValue { get; set; }
Property Value
Type Description
System.Double
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NewMinProportionalValue

Lower bound of the interval, in which the proportional dimension will be scaled

Declaration
public double NewMinProportionalValue { get; set; }
Property Value
Type Description
System.Double
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ProportionalDimension

Gets or sets the ProportionalDimension.

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

Gets or sets the output proportional dimension output.

Declaration
public FeatureDescriptor<List<double>> ProportionalDimensionOutput { 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