Class: Google::Apis::BigqueryV2::TrainingRun
- Inherits:
-
Object
- Object
- Google::Apis::BigqueryV2::TrainingRun
- 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
-
#data_split_result ⇒ Google::Apis::BigqueryV2::DataSplitResult
Data split result.
-
#evaluation_metrics ⇒ Google::Apis::BigqueryV2::EvaluationMetrics
Evaluation metrics of a model.
-
#results ⇒ Array<Google::Apis::BigqueryV2::IterationResult>
Output of each iteration run, results.size() <= max_iterations.
-
#start_time ⇒ String
The start time of this training run.
-
#training_options ⇒ Google::Apis::BigqueryV2::TrainingOptions
Options that were used for this training run, includes user specified and default options that were used.
Instance Method Summary collapse
-
#initialize(**args) ⇒ TrainingRun
constructor
A new instance of TrainingRun.
-
#update!(**args) ⇒ Object
Update properties of this object.
Methods included from Core::JsonObjectSupport
Methods included from Core::Hashable
Constructor Details
#initialize(**args) ⇒ TrainingRun
Returns a new instance of TrainingRun.
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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5847 def initialize(**args) update!(**args) end |
Instance Attribute Details
#data_split_result ⇒ Google::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 5822 def data_split_result @data_split_result end |
#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. 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 5829 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
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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5834 def results @results end |
#start_time ⇒ String
The start time of this training run.
Corresponds to the JSON property startTime
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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5839 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
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# File 'generated/google/apis/bigquery_v2/classes.rb', line 5845 def @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 5852 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 |