Class ModelMonitoringAnomaly (1.51.0)

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ModelMonitoringAnomaly(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a single model monitoring anomaly.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
tabular_anomaly	google.cloud.aiplatform_v1beta1.types.ModelMonitoringAnomaly.TabularAnomaly Tabular anomaly. This field is a member of oneof_ anomaly.
model_monitoring_job	str Model monitoring job resource name.
algorithm	str Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.

Classes

TabularAnomaly

TabularAnomaly(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Tabular anomaly details.

Methods

ModelMonitoringAnomaly

ModelMonitoringAnomaly(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a single model monitoring anomaly.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields