Class FeatureHistoricStatsAnomalies (1.15.0)

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

Historical Stats (and Anomalies) for a specific Feature.

Attributes

NameDescription
feature_display_name str
Display Name of the Feature.
threshold google.cloud.aiplatform_v1.types.ThresholdConfig
Threshold for anomaly detection.
training_stats google.cloud.aiplatform_v1.types.FeatureStatsAnomaly
Stats calculated for the Training Dataset.
prediction_stats Sequence[google.cloud.aiplatform_v1.types.FeatureStatsAnomaly]
A list of historical stats generated by different time window's Prediction Dataset.

Inheritance

builtins.object > proto.message.Message > FeatureHistoricStatsAnomalies