Class: Google::Apis::MlV1::GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/ml_v1/classes.rb,
generated/google/apis/ml_v1/representations.rb,
generated/google/apis/ml_v1/representations.rb

Overview

The median automated stopping rule stops a pending trial if the trial's best objective_value is strictly below the median 'performance' of all completed trials reported up to the trial's last measurement. Currently, 'performance' refers to the running average of the objective values reported by the trial in each measurement.

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) ⇒ GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig

Returns a new instance of GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig.



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# File 'generated/google/apis/ml_v1/classes.rb', line 125

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

Instance Attribute Details

#use_elapsed_time ⇒ Boolean Also known as: use_elapsed_time?

True if median automated stopping rule applies on measurement.use_elapsed_time. it means that elapsed_time field of latest measurement of current trial is used to compute median objective value for each completed trials. Corresponds to the JSON property useElapsedTime

Returns:

  • (Boolean) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 122

def use_elapsed_time
  @use_elapsed_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'generated/google/apis/ml_v1/classes.rb', line 130

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