Data Labeling v1beta1 API - Class Evaluation (2.0.0-beta03)

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

Reference documentation and code samples for the Data Labeling v1beta1 API class Evaluation.

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob] runs successfully.

Inheritance

object > Evaluation

Implements

IMessage Evaluation, IEquatable Evaluation, IDeepCloneable Evaluation, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.DataLabeling.V1Beta1

Assembly

Google.Cloud.DataLabeling.V1Beta1.dll

Constructors

Evaluation()

public Evaluation()

Evaluation(Evaluation)

public Evaluation(Evaluation other)

Parameter
Name	Description
`other`	`Evaluation`

Properties

AnnotationType

public AnnotationType AnnotationType { get; set; }

Output only. Type of task that the model version being evaluated performs, as defined in the

[evaluationJobConfig.inputConfig.annotationType][google.cloud.datalabeling.v1beta1.EvaluationJobConfig.input_config] field of the evaluation job that created this evaluation.

Property Value
Type	Description
`AnnotationType`

Config

public EvaluationConfig Config { get; set; }

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

Property Value
Type	Description
`EvaluationConfig`

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp for when this evaluation was created.

Property Value
Type	Description
`Timestamp`

EvaluatedItemCount

public long EvaluatedItemCount { get; set; }

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.

Property Value
Type	Description
`long`

EvaluationJobRunTime

public Timestamp EvaluationJobRunTime { get; set; }

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

Property Value
Type	Description
`Timestamp`

EvaluationMetrics

public EvaluationMetrics EvaluationMetrics { get; set; }

Output only. Metrics comparing predictions to ground truth labels.

Property Value
Type	Description
`EvaluationMetrics`

EvaluationName

public EvaluationName EvaluationName { get; set; }

EvaluationName-typed view over the Name resource name property.

Property Value
Type	Description
`EvaluationName`

Name

public string Name { get; set; }

Output only. Resource name of an evaluation. The name has the following format:

"projects/<var>{project_id}</var>/datasets/<var>{dataset_id}</var>/evaluations/<var>{evaluation_id</var>}'

Property Value
Type	Description
`string`