View Source GoogleApi.BigQuery.V2.Model.TrainingRun (google_api_big_query v0.79.0)

Information about a single training query run for the model.

Attributes

classLevelGlobalExplanations (type: list(GoogleApi.BigQuery.V2.Model.GlobalExplanation.t), default: nil) - Output only. Global explanation contains the explanation of top features on the class level. Applies to classification models only.
dataSplitResult (type: GoogleApi.BigQuery.V2.Model.DataSplitResult.t, default: nil) - Output only. Data split result of the training run. Only set when the input data is actually split.
evaluationMetrics (type: GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t, default: nil) - Output only. The evaluation metrics over training/eval data that were computed at the end of training.
modelLevelGlobalExplanation (type: GoogleApi.BigQuery.V2.Model.GlobalExplanation.t, default: nil) - Output only. Global explanation contains the explanation of top features on the model level. Applies to both regression and classification models.
results (type: list(GoogleApi.BigQuery.V2.Model.IterationResult.t), default: nil) - Output only. Output of each iteration run, results.size() <= max_iterations.
startTime (type: DateTime.t, default: nil) - Output only. The start time of this training run.
trainingOptions (type: GoogleApi.BigQuery.V2.Model.TrainingOptions.t, default: nil) - Output only. Options that were used for this training run, includes user specified and default options that were used.
trainingStartTime (type: String.t, default: nil) - Output only. The start time of this training run, in milliseconds since epoch.
vertexAiModelId (type: String.t, default: nil) - The model id in the Vertex AI Model Registry for this training run.
vertexAiModelVersion (type: String.t, default: nil) - Output only. The model version in the Vertex AI Model Registry for this training run.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() :: %GoogleApi.BigQuery.V2.Model.TrainingRun{
  classLevelGlobalExplanations:
    [GoogleApi.BigQuery.V2.Model.GlobalExplanation.t()] | nil,
  dataSplitResult: GoogleApi.BigQuery.V2.Model.DataSplitResult.t() | nil,
  evaluationMetrics: GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t() | nil,
  modelLevelGlobalExplanation:
    GoogleApi.BigQuery.V2.Model.GlobalExplanation.t() | nil,
  results: [GoogleApi.BigQuery.V2.Model.IterationResult.t()] | nil,
  startTime: DateTime.t() | nil,
  trainingOptions: GoogleApi.BigQuery.V2.Model.TrainingOptions.t() | nil,
  trainingStartTime: String.t() | nil,
  vertexAiModelId: String.t() | nil,
  vertexAiModelVersion: String.t() | nil
}

Functions

decode(value, options)

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

Unwrap a decoded JSON object into its complex fields.