View Source GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1Evaluation (google_api_data_labeling v0.4.0)

Describes 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

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@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
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.