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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003eThis document provides reference documentation for the \u003ccode\u003eSampledShapleyAttribution\u003c/code\u003e class in the Vertex AI v1beta1 API, specifically within the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1Beta1\u003c/code\u003e namespace.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eSampledShapleyAttribution\u003c/code\u003e is an attribution method that uses a sampling strategy to approximate Shapley values for features contributing to a predicted label.\u003c/p\u003e\n"],["\u003cp\u003eThe class implements several interfaces, including \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e, and inherits from \u003ccode\u003eobject\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eIt includes a \u003ccode\u003ePathCount\u003c/code\u003e property, which determines the number of feature permutations used in the Shapley value approximation, with a valid range between 1 and 50.\u003c/p\u003e\n"],["\u003cp\u003eThere are two constructors provided for \u003ccode\u003eSampledShapleyAttribution\u003c/code\u003e, one default and one that clones from an existing instance of the class.\u003c/p\u003e\n"]]],[],null,[]]
