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GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig

import type { GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

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

interface GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig {
enableFeatureAttributes?: boolean;
explanationBaseline?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline;
}

§Properties

§
enableFeatureAttributes?: boolean
[src]

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?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline
[src]

Predictions generated by the BatchPredictionJob using baseline dataset.