Class TabularObjective (1.95.1) 

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.