GoogleApi.BigQuery.V2.Model.TrainingRun (google_api_big_query v0.63.0) View Source

Information about a single training query run for the model.

Attributes

dataSplitResult (type: GoogleApi.BigQuery.V2.Model.DataSplitResult.t, default: nil) - 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) - The evaluation metrics over training/eval data that were computed at the end of training.
globalExplanations (type: list(GoogleApi.BigQuery.V2.Model.GlobalExplanation.t), default: nil) - Global explanations for important features of the model. For multi-class models, there is one entry for each label class. For other models, there is only one entry in the list.
results (type: list(GoogleApi.BigQuery.V2.Model.IterationResult.t), default: nil) - Output of each iteration run, results.size() <= max_iterations.
startTime (type: DateTime.t, default: nil) - The start time of this training run.
trainingOptions (type: GoogleApi.BigQuery.V2.Model.TrainingOptions.t, default: nil) - Options that were used for this training run, includes user specified and default options that were used.

Link to this section Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Link to this section Types

t()

Specs

t() :: %GoogleApi.BigQuery.V2.Model.TrainingRun{
  dataSplitResult: GoogleApi.BigQuery.V2.Model.DataSplitResult.t() | nil,
  evaluationMetrics: GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t() | nil,
  globalExplanations: [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
}

Link to this section Functions

decode(value, options)

Specs

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

Unwrap a decoded JSON object into its complex fields.