GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1Evaluation (google_api_data_labeling v0.2.1) View Source

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}'

Link to this section Summary

Functions

Unwrap a decoded JSON object into its complex fields.

Link to this section Types

Specs

t() ::
  %GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1Evaluation{
    annotationType: String.t(),
    config:
      GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1EvaluationConfig.t(),
    createTime: DateTime.t(),
    evaluatedItemCount: String.t(),
    evaluationJobRunTime: DateTime.t(),
    evaluationMetrics:
      GoogleApi.DataLabeling.V1beta1.Model.GoogleCloudDatalabelingV1beta1EvaluationMetrics.t(),
    name: String.t()
  }

Link to this section Functions

Specs

decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.