[[["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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-28 UTC."],[[["\u003cp\u003eThis documentation is for the \u003ccode\u003eModelMonitoringObjectiveConfig\u003c/code\u003e class within the Vertex AI v1beta1 API, specifically version 1.0.0-beta21 (latest).\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eModelMonitoringObjectiveConfig\u003c/code\u003e is designed to configure model monitoring, including anomaly detection for a specific model.\u003c/p\u003e\n"],["\u003cp\u003eThe class includes configurations for integrating with Vertex Explainable AI, handling prediction data drift, and managing skew between training and prediction data.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eModelMonitoringObjectiveConfig\u003c/code\u003e 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 members from \u003ccode\u003eobject\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eThere are two constructors available for the \u003ccode\u003eModelMonitoringObjectiveConfig\u003c/code\u003e class: a default constructor and a constructor that accepts another \u003ccode\u003eModelMonitoringObjectiveConfig\u003c/code\u003e object as a parameter.\u003c/p\u003e\n"]]],[],null,["# Vertex AI v1beta1 API - Class ModelMonitoringObjectiveConfig (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.ModelMonitoringObjectiveConfig)\n- [1.0.0-beta46](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/1.0.0-beta46/Google.Cloud.AIPlatform.V1Beta1.ModelMonitoringObjectiveConfig) \n\n public sealed class ModelMonitoringObjectiveConfig : IMessage\u003cModelMonitoringObjectiveConfig\u003e, IEquatable\u003cModelMonitoringObjectiveConfig\u003e, IDeepCloneable\u003cModelMonitoringObjectiveConfig\u003e, IBufferMessage, IMessage\n\nReference documentation and code samples for the Vertex AI v1beta1 API class ModelMonitoringObjectiveConfig.\n\nThe objective configuration for model monitoring, including the information\nneeded to detect anomalies for one particular model. \n\nInheritance\n-----------\n\n[object](https://learn.microsoft.com/dotnet/api/system.object) \\\u003e ModelMonitoringObjectiveConfig \n\nImplements\n----------\n\n[IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage-1.html)[ModelMonitoringObjectiveConfig](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ModelMonitoringObjectiveConfig), [IEquatable](https://learn.microsoft.com/dotnet/api/system.iequatable-1)[ModelMonitoringObjectiveConfig](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ModelMonitoringObjectiveConfig), [IDeepCloneable](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IDeepCloneable-1.html)[ModelMonitoringObjectiveConfig](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.ModelMonitoringObjectiveConfig), [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### ModelMonitoringObjectiveConfig()\n\n public ModelMonitoringObjectiveConfig()\n\n### ModelMonitoringObjectiveConfig(ModelMonitoringObjectiveConfig)\n\n public ModelMonitoringObjectiveConfig(ModelMonitoringObjectiveConfig other)\n\nProperties\n----------\n\n### ExplanationConfig\n\n public ModelMonitoringObjectiveConfig.Types.ExplanationConfig ExplanationConfig { get; set; }\n\nThe config for integrating with Vertex Explainable AI.\n\n### PredictionDriftDetectionConfig\n\n public ModelMonitoringObjectiveConfig.Types.PredictionDriftDetectionConfig PredictionDriftDetectionConfig { get; set; }\n\nThe config for drift of prediction data.\n\n### TrainingDataset\n\n public ModelMonitoringObjectiveConfig.Types.TrainingDataset TrainingDataset { get; set; }\n\nTraining dataset for models. This field has to be set only if\nTrainingPredictionSkewDetectionConfig is specified.\n\n### TrainingPredictionSkewDetectionConfig\n\n public ModelMonitoringObjectiveConfig.Types.TrainingPredictionSkewDetectionConfig TrainingPredictionSkewDetectionConfig { get; set; }\n\nThe config for skew between training data and prediction data."]]
