public sealed class SampledShapleyAttribution : IMessage<SampledShapleyAttribution>, IEquatable<SampledShapleyAttribution>, IDeepCloneable<SampledShapleyAttribution>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform 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.
Implements
IMessageSampledShapleyAttribution, IEquatableSampledShapleyAttribution, IDeepCloneableSampledShapleyAttribution, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
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 |
|