UniformSingleOption Class

Reference

Definition

Namespace:: Microsoft.ML.SearchSpace.Option

Assembly:: Microsoft.ML.SearchSpace.dll

Package:: Microsoft.ML.AutoML v0.21.1

Important

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class for uniform single option.

public sealed class UniformSingleOption : Microsoft.ML.SearchSpace.Option.UniformNumericOption

type UniformSingleOption = class
    inherit UniformNumericOption

Public NotInheritable Class UniformSingleOption
Inherits UniformNumericOption

Inheritance: Object

OptionBase

UniformNumericOption
UniformSingleOption

Constructors

UniformSingleOption(Single, Single, Boolean, Nullable<Single>)

Create a UniformSingleOption using min, max and defaultValue.

Properties

Default	Gets the default value which is mapping to feature space (if exists). (Inherited from OptionBase)
FeatureSpaceDim	the dimension of feature space, which is equal to the output length of SampleFromFeatureSpace(Double[]). (Inherited from UniformNumericOption)
LogBase	Gets if this option is log base or not. (Inherited from UniformNumericOption)
Max	Gets maximum value of this option. (Inherited from UniformNumericOption)
Min	Gets minimum value of this option. (Inherited from UniformNumericOption)
Step	Gets the step of this option. The Step is used to determine the number of grid this option should be divided into. In ChoiceOption, it's always the length of Choices. And in UniformNumericOption, it's always [null]. And in SearchSpace, it's a combination of all Step in its options. (Inherited from UniformNumericOption)

Methods

MappingToFeatureSpace(Parameter)	mapping value to [0, 1) uniform distribution.
SampleFromFeatureSpace(Double[])	sample from [0,1) uniform distribution.

Applies to

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