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