Vertex AI v1 API - Class SampledShapleyAttribution (3.67.0)

3.67.0 (latest) 3.66.0 3.65.0 3.64.0 3.63.0 3.62.0 3.61.0 3.60.0 3.59.0 3.58.0 3.57.0 3.56.0 3.55.0 3.54.0 3.53.0 3.52.0 3.51.0 3.50.0 3.49.0 3.48.0 3.47.0 3.46.0 3.45.0 3.44.0 3.43.0 3.42.0 3.41.0 3.40.0 3.39.0 3.38.0 3.37.0 3.36.0 3.35.0 3.34.0 3.33.0 3.32.0 3.31.0 3.30.0 3.29.0 3.28.0 3.27.0 3.26.0 3.25.0 3.24.0 3.23.0 3.22.0 3.21.0 3.20.0 3.19.0 3.18.0 3.17.0 3.16.0 3.15.0 3.14.0 3.13.0 3.12.0 3.11.0 3.10.0 3.9.0 3.8.0 3.7.0 3.6.0 3.5.0 3.4.0 3.3.0 3.2.0 3.1.0 3.0.0 2.28.0 2.27.0 2.26.0 2.25.0 2.24.0 2.23.0 2.22.0 2.21.0 2.20.0 2.19.0 2.18.0 2.17.0 2.16.0 2.15.0 2.14.0 2.13.0 2.12.0 2.11.0 2.10.0 2.9.0 2.8.0 2.7.0 2.6.0 2.5.0 2.4.0 2.3.0 2.2.0 2.1.0 2.0.0 1.8.0 1.7.0 1.6.0 1.5.0 1.4.0 1.3.0 1.2.0 1.1.0 1.0.0

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

Reference documentation and code samples for the Vertex AI v1 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.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
int