public sealed class SampledShapleyAttribution : IMessage<SampledShapleyAttribution>, IEquatable<SampledShapleyAttribution>, IDeepCloneable<SampledShapleyAttribution>, IBufferMessage, IMessage
Reference 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.
[[["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 2025-04-14 UTC."],[[["This document provides reference information for the `SampledShapleyAttribution` class within the Cloud AI Platform v1beta1 API."],["The `SampledShapleyAttribution` class is used to approximate Shapley values for features contributing to a predicted label, employing a sampling strategy."],["The latest version available is 1.0.0-beta21 and this current page references version 1.0.0-beta02 of the class."],["`SampledShapleyAttribution` has a constructor that can be called with another `SampledShapleyAttribution` as a parameter to create a new object."],["The `PathCount` property of `SampledShapleyAttribution` determines the number of feature permutations to consider when approximating Shapley values, with a valid range between 1 and 50."]]],[]]
