google_api_big_query v0.16.0 GoogleApi.BigQuery.V2.Model.BqmlIterationResult View Source
Attributes
durationMs
(type:String.t
, default:nil
) - [Output-only, Beta] Time taken to run the training iteration in milliseconds.evalLoss
(type:float()
, default:nil
) - [Output-only, Beta] Eval loss computed on the eval data at the end of the iteration. The eval loss is used for early stopping to avoid overfitting. No eval loss if eval_split_method option is specified as no_split or auto_split with input data size less than 500 rows.index
(type:integer()
, default:nil
) - [Output-only, Beta] Index of the ML training iteration, starting from zero for each training run.learnRate
(type:float()
, default:nil
) - [Output-only, Beta] Learning rate used for this iteration, it varies for different training iterations if learn_rate_strategy option is not constant.trainingLoss
(type:float()
, default:nil
) - [Output-only, Beta] Training loss computed on the training data at the end of the iteration. The training loss function is defined by model type.
Link to this section Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Link to this section Types
Link to this section Functions
Link to this function
decode(value, options) View Source
Unwrap a decoded JSON object into its complex fields.