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 6739

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

Instance Attribute Details

#data_split_resultGoogle::Apis::BigqueryV2::DataSplitResult

Data split result. This contains references to the training and evaluation data tables that were used to train the model. Corresponds to the JSON property dataSplitResult


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 6714

def data_split_result
  @data_split_result
end

#evaluation_metricsGoogle::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. These are not present for imported models. Corresponds to the JSON property evaluationMetrics


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 6721

def evaluation_metrics
  @evaluation_metrics
end

#resultsArray<Google::Apis::BigqueryV2::IterationResult>

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


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 6726

def results
  @results
end

#start_timeString

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 6731

def start_time
  @start_time
end

#training_optionsGoogle::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


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 6737

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 6744

def update!(**args)
  @data_split_result = args[:data_split_result] if args.key?(:data_split_result)
  @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