GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig
import type { GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.
interface GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig {
explanationConfig?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig;
predictionDriftDetectionConfig?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig;
trainingDataset?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset;
trainingPredictionSkewDetectionConfig?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig;
}§Properties
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explanationConfig?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig
[src]The config for integrating with Vertex Explainable AI.
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predictionDriftDetectionConfig?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig
[src]The config for drift of prediction data.
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Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.
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trainingPredictionSkewDetectionConfig?: GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig
[src]The config for skew between training data and prediction data.