Class ModelEvaluation (1.1.0) 

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

A collection of metrics calculated by comparing Model's predictions on all of the test data against annotations from the test data.

Inheritance

Object > ModelEvaluation

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

ModelEvaluation()

public ModelEvaluation()

ModelEvaluation(ModelEvaluation)

public ModelEvaluation(ModelEvaluation other)
Parameter
NameDescription
otherModelEvaluation

Properties

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this ModelEvaluation was created.

Property Value
TypeDescription
Timestamp

Metrics

public Value Metrics { get; set; }

Output only. Evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.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.ModelEvaluation.metrics] of this ModelEvaluation. The schema is defined as an OpenAPI 3.0.2 Schema Object.

Property Value
TypeDescription
String

ModelEvaluationName

public ModelEvaluationName ModelEvaluationName { get; set; }

ModelEvaluationName-typed view over the Name resource name property.

Property Value
TypeDescription
ModelEvaluationName

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 AutoML tabular Models.

Property Value
TypeDescription
ModelExplanation

Name

public string Name { get; set; }

Output only. The resource name of the ModelEvaluation.

Property Value
TypeDescription
String

SliceDimensions

public RepeatedField<string> SliceDimensions { get; }

Output only. All possible [dimensions][ModelEvaluationSlice.slice.dimension] of ModelEvaluationSlices. The dimensions can be used as the filter of the [ModelService.ListModelEvaluationSlices][google.cloud.aiplatform.v1.ModelService.ListModelEvaluationSlices] request, in the form of slice.dimension = &lt;dimension>.

Property Value
TypeDescription
RepeatedField<String>