Class: Google::Apis::BigqueryV2::MlStatistics

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/bigquery_v2/classes.rb,
lib/google/apis/bigquery_v2/representations.rb,
lib/google/apis/bigquery_v2/representations.rb

Overview

Job statistics specific to a BigQuery ML training job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ MlStatistics

Returns a new instance of MlStatistics.



6577
6578
6579
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6577

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#hparam_trials ⇒ Array<Google::Apis::BigqueryV2::HparamTuningTrial>

Output only. Trials of a hyperparameter tuning job sorted by trial_id. Corresponds to the JSON property hparamTrials

Returns:



6552
6553
6554
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6552

def hparam_trials
  @hparam_trials
end

#iteration_results ⇒ Array<Google::Apis::BigqueryV2::IterationResult>

Results for all completed iterations. Empty for hyperparameter tuning jobs. Corresponds to the JSON property iterationResults

Returns:



6558
6559
6560
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6558

def iteration_results
  @iteration_results
end

#max_iterations ⇒ Fixnum

Output only. Maximum number of iterations specified as max_iterations in the ' CREATE MODEL' query. The actual number of iterations may be less than this number due to early stop. Corresponds to the JSON property maxIterations

Returns:

  • (Fixnum) 


6565
6566
6567
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6565

def max_iterations
  @max_iterations
end

#model_type ⇒ String

Output only. The type of the model that is being trained. Corresponds to the JSON property modelType

Returns:

  • (String) 


6570
6571
6572
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6570

def model_type
  @model_type
end

#training_type ⇒ String

Output only. Training type of the job. Corresponds to the JSON property trainingType

Returns:

  • (String) 


6575
6576
6577
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6575

def training_type
  @training_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



6582
6583
6584
6585
6586
6587
6588
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 6582

def update!(**args)
  @hparam_trials = args[:hparam_trials] if args.key?(:hparam_trials)
  @iteration_results = args[:iteration_results] if args.key?(:iteration_results)
  @max_iterations = args[:max_iterations] if args.key?(:max_iterations)
  @model_type = args[:model_type] if args.key?(:model_type)
  @training_type = args[:training_type] if args.key?(:training_type)
end