Class ObjectiveSpec (1.55.0)

Version 1.55.0

• 1.73.0 (latest)
• 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
• 1.58.0
• 1.57.0
• 1.56.0
• 1.55.0
• 1.54.1
• 1.53.0
• 1.52.0
• 1.51.0
• 1.50.0
• 1.49.0
• 1.48.0
• 1.47.0
• 1.46.0
• 1.45.0
• 1.44.0
• 1.43.0
• 1.39.0
• 1.38.1
• 1.37.0
• 1.36.4
• 1.35.0
• 1.34.0
• 1.33.1
• 1.32.0
• 1.31.1
• 1.30.1
• 1.29.0
• 1.28.1
• 1.27.1
• 1.26.1
• 1.25.0
• 1.24.1
• 1.23.0
• 1.22.1
• 1.21.0
• 1.20.0
• 1.19.1
• 1.18.3
• 1.17.1
• 1.16.1
• 1.15.1
• 1.14.0
• 1.13.1
• 1.12.1
• 1.11.0
• 1.10.0
• 1.9.0
• 1.8.1
• 1.7.1
• 1.6.2
• 1.5.0
• 1.4.3
• 1.3.0
• 1.2.0
• 1.1.1
• 1.0.1
• 0.9.0
• 0.8.0
• 0.7.1
• 0.6.0
• 0.5.1
• 0.4.0
• 0.3.1

ObjectiveSpec(
    baseline_dataset: vertexai.resources.preview.ml_monitoring.spec.objective.MonitoringInput,
    target_dataset: vertexai.resources.preview.ml_monitoring.spec.objective.MonitoringInput,
    tabular_objective: typing.Optional[
        vertexai.resources.preview.ml_monitoring.spec.objective.TabularObjective
    ] = None,
    explanation_spec: typing.Optional[
        google.cloud.aiplatform_v1beta1.types.explanation.ExplanationSpec
    ] = None,
)

Initializer for ObjectiveSpec.

Parameters
Name	Description
baseline_dataset	MonitoringInput Required. Baseline datasets that are used by all the monitoring objectives. It could be the training dataset or production serving dataset from a previous period.
target_dataset	MonitoringInput Required. Target dataset for monitoring analysis, it's used by all the monitoring objectives.
tabular_objective	TabularObjective Optional. The tabular monitoring objective.
explanation_spec	explanation.ExplanationSpec Optional. The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.