Class TabularObjective (1.122.0)

Version latest

• 1.122.0 (latest)
• 1.121.0
• 1.120.0
• 1.119.0
• 1.118.0
• 1.117.0
• 1.95.1
• 1.94.0
• 1.93.1
• 1.92.0
• 1.91.0
• 1.90.0
• 1.89.0
• 1.88.0
• 1.87.0
• 1.86.0
• 1.85.0
• 1.84.0
• 1.83.0
• 1.82.0
• 1.81.0
• 1.80.0
• 1.79.0
• 1.78.0
• 1.77.0
• 1.76.0
• 1.75.0
• 1.74.0
• 1.73.0
• 1.72.0
• 1.71.1
• 1.70.0
• 1.69.0
• 1.68.0
• 1.67.1
• 1.66.0
• 1.65.0
• 1.63.0
• 1.62.0
• 1.60.0
• 1.59.0

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.