Vertex AI v1beta1 API - Class SampledShapleyAttribution (1.0.0-beta16)

Version 1.0.0-beta16

• 1.0.0-beta17 (latest)
• 1.0.0-beta16

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

Reference documentation and code samples for the Vertex AI v1beta1 API class SampledShapleyAttribution.

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

IMessageSampledShapleyAttribution, IEquatableSampledShapleyAttribution, IDeepCloneableSampledShapleyAttribution, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.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
int