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    Interface ModelQualityMonitorProps

    interface ModelQualityMonitorProps {
        baselineConstraintsUri?: string;
        clusterConfig: MonitorClusterConfig;
        endpointName: string;
        groundTruthS3Uri: string;
        imageUri: string;
        inferenceAttribute?: string;
        networkConfig: MonitorNetworkConfig;
        outputKmsKey: IKey;
        outputS3Uri: string;
        probabilityAttribute?: string;
        probabilityThresholdAttribute?: number;
        problemType:
            | "BinaryClassification"
            | "MulticlassClassification"
            | "Regression";
        role: IRole;
        stoppingCondition?: MonitorStoppingCondition;
    }

    Hierarchy (View Summary)

    Index

    Properties

    baselineConstraintsUri? clusterConfig endpointName groundTruthS3Uri imageUri inferenceAttribute? networkConfig outputKmsKey outputS3Uri probabilityAttribute? probabilityThresholdAttribute? problemType role stoppingCondition?

    Properties

    baselineConstraintsUri?: string

    S3 URI for baseline constraints

    clusterConfig: MonitorClusterConfig

    Cluster configuration for the monitoring job

    endpointName: string

    Name of the SageMaker endpoint to monitor

    groundTruthS3Uri: string

    S3 URI for ground truth data

    imageUri: string

    SageMaker monitoring container image URI (region-specific default image)

    inferenceAttribute?: string

    Inference attribute for model quality evaluation

    networkConfig: MonitorNetworkConfig

    Network configuration for the monitoring job

    outputKmsKey: IKey

    KMS key for output encryption

    outputS3Uri: string

    S3 output URI for monitoring results

    probabilityAttribute?: string

    Probability attribute for model quality evaluation

    probabilityThresholdAttribute?: number

    Probability threshold for binary classification

    problemType: "BinaryClassification" | "MulticlassClassification" | "Regression"

    Problem type: BinaryClassification, MulticlassClassification, or Regression

    role: IRole

    IAM role for the monitoring job

    stoppingCondition?: MonitorStoppingCondition

    Stopping condition for the monitoring job

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