FeatureStatsAndAnomaly class final

Stats and Anomaly generated by FeatureMonitorJobs. Anomaly only includes Drift.

Inheritance

Constructors

FeatureStatsAndAnomaly({String featureId = '', Value? featureStats, double distributionDeviation = 0, double driftDetectionThreshold = 0, bool driftDetected = false, Timestamp? statsTime, int featureMonitorJobId = 0, String featureMonitorId = ''})
FeatureStatsAndAnomaly.fromJson(Object? j): factory

distributionDeviation → double: Deviation from the current stats to baseline stats.
final
driftDetected → bool: If set to true, indicates current stats is detected as and comparing with baseline stats.
final
driftDetectionThreshold → double: This is the threshold used when detecting drifts, which is set in FeatureMonitor.FeatureSelectionConfig.FeatureConfig.drift_threshold
final
featureId → String: Feature Id.
final
featureMonitorId → String: The ID of the FeatureMonitor that this FeatureStatsAndAnomaly generated according to.
final
featureMonitorJobId → int: The ID of the FeatureMonitorJob that generated this FeatureStatsAndAnomaly.
final
featureStats → Value?: Feature stats. e.g. histogram buckets. In the format of tensorflow.metadata.v0.DatasetFeatureStatistics.
final
hashCode → int: The hash code for this object.
no setterinherited
qualifiedName → String: The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.
finalinherited
runtimeType → Type: A representation of the runtime type of the object.
no setterinherited
statsTime → Timestamp?: The timestamp we take snapshot for feature values to generate stats.
final

noSuchMethod(Invocation invocation) → dynamic: Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Object: override
toString() → String: A string representation of this object.
override