Class ModelEvaluationSlice

public sealed class ModelEvaluationSlice : IMessage<ModelEvaluationSlice>, IEquatable<ModelEvaluationSlice>, IDeepCloneable<ModelEvaluationSlice>, IBufferMessage, IMessage

A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.

Inheritance

Object > ModelEvaluationSlice

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

ModelEvaluationSlice()

public ModelEvaluationSlice()

ModelEvaluationSlice(ModelEvaluationSlice)

public ModelEvaluationSlice(ModelEvaluationSlice other)
Parameter
NameDescription
otherModelEvaluationSlice

Properties

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this ModelEvaluationSlice was created.

Property Value
TypeDescription
Timestamp

Metrics

public Value Metrics { get; set; }

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]

Property Value
TypeDescription
Value

MetricsSchemaUri

public string MetricsSchemaUri { get; set; }

Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.

Property Value
TypeDescription
String

ModelEvaluationSliceName

public ModelEvaluationSliceName ModelEvaluationSliceName { get; set; }

ModelEvaluationSliceName-typed view over the Name resource name property.

Property Value
TypeDescription
ModelEvaluationSliceName

Name

public string Name { get; set; }

Output only. The resource name of the ModelEvaluationSlice.

Property Value
TypeDescription
String

Slice

public ModelEvaluationSlice.Types.Slice Slice { get; set; }

Output only. The slice of the test data that is used to evaluate the Model.

Property Value
TypeDescription
ModelEvaluationSlice.Types.Slice