GoogleCloudAiplatformV1FeatureStatsAnomaly class

Stats and Anomaly generated at specific timestamp for specific Feature.

The start_time and end_time are used to define the time range of the dataset that current stats belongs to, e.g. prediction traffic is bucketed into prediction datasets by time window. If the Dataset is not defined by time window, start_time = end_time. Timestamp of the stats and anomalies always refers to end_time. Raw stats and anomalies are stored in stats_uri or anomaly_uri in the tensorflow defined protos. Field data_stats contains almost identical information with the raw stats in Vertex AI defined proto, for UI to display.

Constructors

GoogleCloudAiplatformV1FeatureStatsAnomaly({double? anomalyDetectionThreshold, String? anomalyUri, double? distributionDeviation, String? endTime, double? score, String? startTime, String? statsUri})
GoogleCloudAiplatformV1FeatureStatsAnomaly.fromJson(Map json_)

Properties

anomalyDetectionThreshold double?
This is the threshold used when detecting anomalies.
getter/setter pair
anomalyUri String?
Path of the anomaly file for current feature values in Cloud Storage bucket.
getter/setter pair
distributionDeviation double?
Deviation from the current stats to baseline stats.
getter/setter pair
endTime String?
The end timestamp of window where stats were generated.
getter/setter pair
hashCode int
The hash code for this object.
no setterinherited
runtimeType Type
A representation of the runtime type of the object.
no setterinherited
score double?
Feature importance score, only populated when cross-feature monitoring is enabled.
getter/setter pair
startTime String?
The start timestamp of window where stats were generated.
getter/setter pair
statsUri String?
Path of the stats file for current feature values in Cloud Storage bucket.
getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() Map<String, dynamic>
toString() String
A string representation of this object.
inherited

Operators

operator ==(Object other) bool
The equality operator.
inherited