Class SampledShapleyAttribution (1.2.0)

Version 1.2.0

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public sealed class SampledShapleyAttribution : IMessage<SampledShapleyAttribution>, IEquatable<SampledShapleyAttribution>, IDeepCloneable<SampledShapleyAttribution>, IBufferMessage, IMessage

An attribution method that approximates Shapley values for features that contribute to the label being predicted. A sampling strategy is used to approximate the value rather than considering all subsets of features.

Inheritance

Object > SampledShapleyAttribution

Implements

IMessage<SampledShapleyAttribution>, IEquatable<SampledShapleyAttribution>, IDeepCloneable<SampledShapleyAttribution>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

SampledShapleyAttribution()

public SampledShapleyAttribution()

SampledShapleyAttribution(SampledShapleyAttribution)

public SampledShapleyAttribution(SampledShapleyAttribution other)

Parameter
Name	Description
other	SampledShapleyAttribution

Properties

PathCount

public int PathCount { get; set; }

Required. The number of feature permutations to consider when approximating the Shapley values.

Valid range of its value is [1, 50], inclusively.

Property Value
Type	Description
Int32