Class ModelMonitoringTabularStats (1.52.0)

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

A collection of data points that describes the time-varying values of a tabular metric.

Attributes
Name	Description
stats_name	str The stats name.
objective_type	str One of the supported monitoring objectives: raw-feature-drift prediction-output-drift feature-attribution
data_points	MutableSequence[google.cloud.aiplatform_v1beta1.types.ModelMonitoringStatsDataPoint] The data points of this time series. When listing time series, points are returned in reverse time order.

Methods

ModelMonitoringTabularStats

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

A collection of data points that describes the time-varying values of a tabular metric.