Class TabularObjective (1.54.0)

TabularObjective(
    feature_drift_spec: typing.Optional[
        vertexai.resources.preview.ml_monitoring.spec.objective.DataDriftSpec
    ] = None,
    prediction_output_drift_spec: typing.Optional[
        vertexai.resources.preview.ml_monitoring.spec.objective.DataDriftSpec
    ] = None,
    feature_attribution_spec: typing.Optional[
        vertexai.resources.preview.ml_monitoring.spec.objective.FeatureAttributionSpec
    ] = None,
)

Initializer for TabularObjective.

Attributes
Name	Description
`feature_drift_spec`	`DataDriftSpec` Optional. Input feature distribution drift monitoring spec.
`prediction_output_drift_spec`	`DataDriftSpec` Optional. Prediction output distribution drift monitoring spec.
`feature_attribution_spec`	`FeatureAttributionSpec` Optional. Feature attribution monitoring spec.

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Last updated 2024-11-13 UTC.

Class TabularObjective (1.54.0)

Attributes