Class: Google::Apis::BigqueryV2::TrainingRun

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

Overview

Information about a single training query run for the model.

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Core::JsonObjectSupport

#to_json

Methods included from Core::Hashable

process_value, #to_h

Constructor Details

#initialize(**args) ⇒ TrainingRun

Returns a new instance of TrainingRun



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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5070

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

Instance Attribute Details

#evaluation_metrics ⇒ Google::Apis::BigqueryV2::EvaluationMetrics

Evaluation metrics of a model. These are either computed on all training data or just the eval data based on whether eval data was used during training. Corresponds to the JSON property evaluationMetrics

Returns:



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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5052

def evaluation_metrics
  @evaluation_metrics
end

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

Output of each iteration run, results.size() <= max_iterations. Corresponds to the JSON property results

Returns:



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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5057

def results
  @results
end

#start_time ⇒ String

The start time of this training run. Corresponds to the JSON property startTime

Returns:

  • (String) 


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5062

def start_time
  @start_time
end

#training_options ⇒ Google::Apis::BigqueryV2::TrainingOptions

Options that were used for this training run, includes user specified and default options that were used. Corresponds to the JSON property trainingOptions

Returns:



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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5068

def training_options
  @training_options
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5075

def update!(**args)
  @evaluation_metrics = args[:evaluation_metrics] if args.key?(:evaluation_metrics)
  @results = args[:results] if args.key?(:results)
  @start_time = args[:start_time] if args.key?(:start_time)
  @training_options = args[:training_options] if args.key?(:training_options)
end