Class TabularObjective (1.121.0)

Version latest

• 1.121.0 (latest)
• 1.120.0
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• 1.95.1
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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.