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 2025-03-25 UTC."],[[["This document provides reference documentation for the `SampledShapleyAttribution` class in the Vertex AI v1beta1 API, specifically within the `Google.Cloud.AIPlatform.V1Beta1` namespace."],["`SampledShapleyAttribution` is an attribution method that uses a sampling strategy to approximate Shapley values for features contributing to a predicted label."],["The class implements several interfaces, including `IMessage`, `IEquatable`, `IDeepCloneable`, and `IBufferMessage`, and inherits from `object`."],["It includes a `PathCount` property, which determines the number of feature permutations used in the Shapley value approximation, with a valid range between 1 and 50."],["There are two constructors provided for `SampledShapleyAttribution`, one default and one that clones from an existing instance of the class."]]],[]]
