FeatureStatsAndAnomaly class final

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

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

Properties

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

Methods

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

Operators

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

Constants

fullyQualifiedName → const String