Class ObjectiveSpec (1.144.0)

1.144.0 (latest) 1.143.0 1.142.0 1.141.0 1.140.0 1.139.0 1.138.0 1.137.0 1.136.0 1.135.0 1.134.0 1.133.0 1.132.0 1.131.0 1.130.0 1.129.0 1.122.0 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

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.