public sealed class ModelMonitoringObjectiveSpec : IMessage<ModelMonitoringObjectiveSpec>, IEquatable<ModelMonitoringObjectiveSpec>, IDeepCloneable<ModelMonitoringObjectiveSpec>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelMonitoringObjectiveSpec.
Monitoring objectives spec.
Implements
IMessageModelMonitoringObjectiveSpec, IEquatableModelMonitoringObjectiveSpec, IDeepCloneableModelMonitoringObjectiveSpec, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
ModelMonitoringObjectiveSpec()
public ModelMonitoringObjectiveSpec()ModelMonitoringObjectiveSpec(ModelMonitoringObjectiveSpec)
public ModelMonitoringObjectiveSpec(ModelMonitoringObjectiveSpec other)| Parameter | |
|---|---|
| Name | Description |
other |
ModelMonitoringObjectiveSpec |
Properties
BaselineDataset
public ModelMonitoringInput BaselineDataset { get; set; }Baseline dataset. It could be the training dataset or production serving dataset from a previous period.
| Property Value | |
|---|---|
| Type | Description |
ModelMonitoringInput |
|
ExplanationSpec
public ExplanationSpec ExplanationSpec { get; set; }The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.
| Property Value | |
|---|---|
| Type | Description |
ExplanationSpec |
|
ObjectiveCase
public ModelMonitoringObjectiveSpec.ObjectiveOneofCase ObjectiveCase { get; }| Property Value | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveSpecObjectiveOneofCase |
|
TabularObjective
public ModelMonitoringObjectiveSpec.Types.TabularObjective TabularObjective { get; set; }Tabular monitoring objective.
| Property Value | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveSpecTypesTabularObjective |
|
TargetDataset
public ModelMonitoringInput TargetDataset { get; set; }Target dataset.
| Property Value | |
|---|---|
| Type | Description |
ModelMonitoringInput |
|