GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigResponse class

The config for integrating with Vertex Explainable AI. Only applicable if the Model has explanation_spec populated.

Constructors

GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigResponse({required Input<bool> enableFeatureAttributes, required Input<GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaselineResponse> explanationBaseline})

Creates a new GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigResponse. enableFeatureAttributes If want to analyze the Vertex Explainable AI feature attribute scores or not. If set to true, Vertex AI will log the feature attributions from explain response and do the skew/drift detection for them. explanationBaseline Predictions generated by the BatchPredictionJob using baseline dataset.

const

GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigResponse.fromMap(Map<String, dynamic> map)

factory

Properties

enableFeatureAttributes → Input<bool>

If want to analyze the Vertex Explainable AI feature attribute scores or not. If set to true, Vertex AI will log the feature attributions from explain response and do the skew/drift detection for them.

final

explanationBaseline → Input<GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaselineResponse>

Predictions generated by the BatchPredictionJob using baseline dataset.

final

hashCode → int

The hash code for this object.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited