Cloud AI Platform v1 API - Class ModelEvaluationSlice (2.20.0) 

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

Reference documentation and code samples for the Cloud AI Platform v1 API class ModelEvaluationSlice.

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

ModelExplanation

public ModelExplanation ModelExplanation { get; set; }

Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.

Property Value
TypeDescription
ModelExplanation

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
ModelEvaluationSliceTypesSlice