ModelMonitoringObjectiveSpec class final

Monitoring objectives spec.

Inheritance
  • Object
  • ProtoMessage
  • ModelMonitoringObjectiveSpec

Constructors

ModelMonitoringObjectiveSpec({ModelMonitoringObjectiveSpec_TabularObjective? tabularObjective, ExplanationSpec? explanationSpec, ModelMonitoringInput? baselineDataset, ModelMonitoringInput? targetDataset})
ModelMonitoringObjectiveSpec.fromJson(Map<String, dynamic> json)
factory

Properties

baselineDataset → ModelMonitoringInput?
Baseline dataset. It could be the training dataset or production serving dataset from a previous period.
final
explanationSpec → ExplanationSpec?
The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.
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
tabularObjective → ModelMonitoringObjectiveSpec_TabularObjective?
Tabular monitoring objective.
final
targetDataset → ModelMonitoringInput?
Target dataset.
final

Methods

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

Operators

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

Constants

fullyQualifiedName → const String