ModelMonitoringObjectiveSpec_FeatureAttributionSpec class final

Feature attribution monitoring spec.

Constructors

ModelMonitoringObjectiveSpec_FeatureAttributionSpec({List<String> features = const [], ModelMonitoringAlertCondition? defaultAlertCondition, Map<String, ModelMonitoringAlertCondition> featureAlertConditions = const {}, BatchDedicatedResources? batchExplanationDedicatedResources})

ModelMonitoringObjectiveSpec_FeatureAttributionSpec.fromJson(Object? j)

factory

Properties

batchExplanationDedicatedResources → BatchDedicatedResources?

The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models. If not set, n1-standard-2 machine type will be used by default.

final

defaultAlertCondition → ModelMonitoringAlertCondition?

Default alert condition for all the features.

final

featureAlertConditions → Map<String, ModelMonitoringAlertCondition>

Per feature alert condition will override default alert condition.

final

features → List<String>

Feature names interested in monitoring. These should be a subset of the input feature names specified in the monitoring schema. If the field is not specified all features outlied in the monitoring schema will be used.

final

hashCode → int

The hash code for this object.

no setter, inherited

qualifiedName → String

The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.

final, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

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