GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1Evaluation (google_api_data_labeling v0.4.1)
View SourceDescribes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.
Attributes
-
annotationType
(type:String.t
, default:nil
) - 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. -
config
(type:GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1EvaluationConfig.t
, default:nil
) - Output only. Options used in the evaluation job that created this evaluation. -
createTime
(type:DateTime.t
, default:nil
) - Output only. Timestamp for when this evaluation was created. -
evaluatedItemCount
(type:String.t
, default:nil
) - 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. -
evaluationJobRunTime
(type:DateTime.t
, default:nil
) - Output only. Timestamp for when the evaluation job that created this evaluation ran. -
evaluationMetrics
(type:GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1EvaluationMetrics.t
, default:nil
) - Output only. Metrics comparing predictions to ground truth labels. -
name
(type:String.t
, default:nil
) - Output only. Resource name of an evaluation. The name has the following format: "projects/{project_id}/datasets/{dataset_id}/evaluations/ {evaluation_id}'
Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Types
@type t() :: %GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1Evaluation{ annotationType: String.t() | nil, config: GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1EvaluationConfig.t() | nil, createTime: DateTime.t() | nil, evaluatedItemCount: String.t() | nil, evaluationJobRunTime: DateTime.t() | nil, evaluationMetrics: GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1EvaluationMetrics.t() | nil, name: String.t() | nil }