Class GoogleCloudDatalabelingV1beta1Evaluation

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.

Inheritance
object
GoogleCloudDatalabelingV1beta1Evaluation
Implements
Inherited Members
Namespace: Google.Apis.DataLabeling.v1beta1.Data
Assembly: Google.Apis.DataLabeling.v1beta1.dll
Syntax
public class GoogleCloudDatalabelingV1beta1Evaluation : IDirectResponseSchema

Properties

AnnotationType

Output only. Type of task that the model version being evaluated performs, as defined in the evaluationJobConfig.inputConfig.annotationType field of the evaluation job that created this evaluation.

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

Config

Output only. Options used in the evaluation job that created this evaluation.

Declaration
[JsonProperty("config")]
public virtual GoogleCloudDatalabelingV1beta1EvaluationConfig Config { get; set; }
Property Value
Type Description
GoogleCloudDatalabelingV1beta1EvaluationConfig

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[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]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 for when this evaluation 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

EvaluatedItemCount

Output only. The number of items in the ground truth dataset that were used for this evaluation. Only populated when the evaulation is for certain AnnotationTypes.

Declaration
[JsonProperty("evaluatedItemCount")]
public virtual long? EvaluatedItemCount { get; set; }
Property Value
Type Description
long?

EvaluationJobRunTime

object representation of EvaluationJobRunTimeRaw.

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[Obsolete("This property is obsolete and may behave unexpectedly; please use EvaluationJobRunTimeDateTimeOffset instead.")]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

EvaluationJobRunTimeDateTimeOffset

DateTimeOffset representation of EvaluationJobRunTimeRaw.

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

EvaluationJobRunTimeRaw

Output only. Timestamp for when the evaluation job that created this evaluation ran.

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

EvaluationMetrics

Output only. Metrics comparing predictions to ground truth labels.

Declaration
[JsonProperty("evaluationMetrics")]
public virtual GoogleCloudDatalabelingV1beta1EvaluationMetrics EvaluationMetrics { get; set; }
Property Value
Type Description
GoogleCloudDatalabelingV1beta1EvaluationMetrics

Name

Output only. Resource name of an evaluation. The name has the following format: "projects/{project_id}/datasets/{dataset_id}/evaluations/ {evaluation_id}'

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

Implements