public sealed class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain : IMessage<ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain>, IEquatable<ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain>, IDeepCloneable<ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain>, IBufferMessage, IMessage
Reference documentation and code samples for the Vertex AI v1beta1 API class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain.
Domain details of the input feature value. Provides numeric information
about the feature, such as its range (min, max). If the feature has been
pre-processed, for example with z-scoring, then it provides information
about how to recover the original feature. For example, if the input
feature is an image and it has been pre-processed to obtain 0-mean and
stddev = 1 values, then original_mean, and original_stddev refer to the
mean and stddev of the original feature (e.g. image tensor) from which
input feature (with mean = 0 and stddev = 1) was obtained.
If this input feature has been normalized to a standard deviation of
1.0, the original_stddev specifies the standard deviation of the domain
prior to normalization.
[[["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 2025-09-04 UTC."],[[["\u003cp\u003eThis document provides reference documentation for the \u003ccode\u003eFeatureValueDomain\u003c/code\u003e class within the Vertex AI v1beta1 API, specifically detailing its role in handling input feature value domains.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eFeatureValueDomain\u003c/code\u003e offers insights into numeric aspects of input features, including their range (minimum and maximum values), and information about how to recover pre-processed features.\u003c/p\u003e\n"],["\u003cp\u003eThe class includes properties such as \u003ccode\u003eMaxValue\u003c/code\u003e, \u003ccode\u003eMinValue\u003c/code\u003e, \u003ccode\u003eOriginalMean\u003c/code\u003e, and \u003ccode\u003eOriginalStddev\u003c/code\u003e that allow for a nuanced understanding of feature value ranges and normalization.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eFeatureValueDomain\u003c/code\u003e implements multiple 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\u003eThe document outlines the constructors for \u003ccode\u003eFeatureValueDomain\u003c/code\u003e, one being the default constructor, and the other taking another \u003ccode\u003eFeatureValueDomain\u003c/code\u003e as a parameter for making copies.\u003c/p\u003e\n"]]],[],null,["# Vertex AI v1beta1 API - Class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain (1.0.0-beta47)\n\nVersion latestkeyboard_arrow_down\n\n- [1.0.0-beta47 (latest)](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain)\n- [1.0.0-beta46](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/1.0.0-beta46/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain) \n\n public sealed class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain : IMessage\u003cExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain\u003e, IEquatable\u003cExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain\u003e, IDeepCloneable\u003cExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain\u003e, IBufferMessage, IMessage\n\nReference documentation and code samples for the Vertex AI v1beta1 API class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain.\n\nDomain details of the input feature value. Provides numeric information\nabout the feature, such as its range (min, max). If the feature has been\npre-processed, for example with z-scoring, then it provides information\nabout how to recover the original feature. For example, if the input\nfeature is an image and it has been pre-processed to obtain 0-mean and\nstddev = 1 values, then original_mean, and original_stddev refer to the\nmean and stddev of the original feature (e.g. image tensor) from which\ninput feature (with mean = 0 and stddev = 1) was obtained. \n\nInheritance\n-----------\n\n[object](https://learn.microsoft.com/dotnet/api/system.object) \\\u003e ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain \n\nImplements\n----------\n\n[IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage-1.html)[ExplanationMetadata](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata)[Types](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types)[InputMetadata](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata)[Types](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types)[FeatureValueDomain](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain), [IEquatable](https://learn.microsoft.com/dotnet/api/system.iequatable-1)[ExplanationMetadata](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata)[Types](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types)[InputMetadata](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata)[Types](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types)[FeatureValueDomain](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain), [IDeepCloneable](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IDeepCloneable-1.html)[ExplanationMetadata](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata)[Types](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types)[InputMetadata](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata)[Types](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types)[FeatureValueDomain](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain), [IBufferMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IBufferMessage.html), [IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage.html) \n\nInherited Members\n-----------------\n\n[object.GetHashCode()](https://learn.microsoft.com/dotnet/api/system.object.gethashcode) \n[object.GetType()](https://learn.microsoft.com/dotnet/api/system.object.gettype) \n[object.ToString()](https://learn.microsoft.com/dotnet/api/system.object.tostring)\n\nNamespace\n---------\n\n[Google.Cloud.AIPlatform.V1Beta1](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1)\n\nAssembly\n--------\n\nGoogle.Cloud.AIPlatform.V1Beta1.dll\n\nConstructors\n------------\n\n### FeatureValueDomain()\n\n public FeatureValueDomain()\n\n### FeatureValueDomain(FeatureValueDomain)\n\n public FeatureValueDomain(ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain other)\n\nProperties\n----------\n\n### MaxValue\n\n public float MaxValue { get; set; }\n\nThe maximum permissible value for this feature.\n\n### MinValue\n\n public float MinValue { get; set; }\n\nThe minimum permissible value for this feature.\n\n### OriginalMean\n\n public float OriginalMean { get; set; }\n\nIf this input feature has been normalized to a mean value of 0,\nthe original_mean specifies the mean value of the domain prior to\nnormalization.\n\n### OriginalStddev\n\n public float OriginalStddev { get; set; }\n\nIf this input feature has been normalized to a standard deviation of\n1.0, the original_stddev specifies the standard deviation of the domain\nprior to normalization."]]
