Class FeatureHistoricStatsAnomalies (1.37.0)

Version 1.37.0

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

Historical Stats (and Anomalies) for a specific Feature.

Attributes
Name	Description
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	MutableSequence[google.cloud.aiplatform_v1.types.FeatureStatsAnomaly] A list of historical stats generated by different time window's Prediction Dataset.

Methods

FeatureHistoricStatsAnomalies

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

Historical Stats (and Anomalies) for a specific Feature.