Data Labeling v1beta1 API - Class Evaluation (2.0.0-beta05) 

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

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