Class SampledShapleyAttribution

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

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

SampledShapleyAttribution()

public SampledShapleyAttribution()

SampledShapleyAttribution(SampledShapleyAttribution)

public SampledShapleyAttribution(SampledShapleyAttribution other)
Parameter
NameDescription
otherSampledShapleyAttribution

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
TypeDescription
Int32