Class GoogleCloudAiplatformV1beta1ModelEvaluationSlice

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

Inheritance
object
GoogleCloudAiplatformV1beta1ModelEvaluationSlice
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1ModelEvaluationSlice : IDirectResponseSchema

Properties

CreateTime

object representation of CreateTimeRaw.

Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]
public virtual object CreateTime { get; set; }
Property Value
Type Description
object

CreateTimeDateTimeOffset

DateTimeOffset representation of CreateTimeRaw.

Declaration
[JsonIgnore]
public virtual DateTimeOffset? CreateTimeDateTimeOffset { get; set; }
Property Value
Type Description
DateTimeOffset?

CreateTimeRaw

Output only. Timestamp when this ModelEvaluationSlice was created.

Declaration
[JsonProperty("createTime")]
public virtual string CreateTimeRaw { get; set; }
Property Value
Type Description
string

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

Metrics

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

Declaration
[JsonProperty("metrics")]
public virtual object Metrics { get; set; }
Property Value
Type Description
object

MetricsSchemaUri

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

Declaration
[JsonProperty("metricsSchemaUri")]
public virtual string MetricsSchemaUri { get; set; }
Property Value
Type Description
string

ModelExplanation

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.

Declaration
[JsonProperty("modelExplanation")]
public virtual GoogleCloudAiplatformV1beta1ModelExplanation ModelExplanation { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1ModelExplanation

Name

Output only. The resource name of the ModelEvaluationSlice.

Declaration
[JsonProperty("name")]
public virtual string Name { get; set; }
Property Value
Type Description
string

Slice

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

Declaration
[JsonProperty("slice")]
public virtual GoogleCloudAiplatformV1beta1ModelEvaluationSliceSlice Slice { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1ModelEvaluationSliceSlice

Implements