public sealed class FeatureNoiseSigma : IMessage<FeatureNoiseSigma>, IEquatable<FeatureNoiseSigma>, IDeepCloneable<FeatureNoiseSigma>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1 API class FeatureNoiseSigma.
Noise sigma by features. Noise sigma represents the standard deviation of the
gaussian kernel that will be used to add noise to interpolated inputs prior
to computing gradients.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-20 UTC."],[[["\u003cp\u003eThis webpage provides reference documentation for the \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class within the Google Cloud AI Platform v1 API, specifically focusing on version 3.16.0, but also providing links to many other versions, with version 3.22.0 being the latest.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class, part of the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1\u003c/code\u003e namespace, is used to define noise sigma for features, which represent the standard deviation of the Gaussian kernel used for adding noise to interpolated inputs.\u003c/p\u003e\n"],["\u003cp\u003eThe page lists all the available versions of the \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class from version 1.0.0 all the way to the latest 3.22.0, and includes a list of versions in between, so users can select their relevant version to get the necessary information.\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 has inherited members like \u003ccode\u003eGetHashCode()\u003c/code\u003e, \u003ccode\u003eGetType()\u003c/code\u003e, and \u003ccode\u003eToString()\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eThe primary property of the \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class is \u003ccode\u003eNoiseSigma\u003c/code\u003e, which is a \u003ccode\u003eRepeatedField\u003c/code\u003e used to store noise sigma per feature, and if a feature is not set within this property, no noise will be added to it.\u003c/p\u003e\n"]]],[],null,[]]
