Class TabularObjective (1.56.0)

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.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2024-06-18 UTC.

Class TabularObjective (1.56.0)

Attributes