Class: Google::Apis::BigqueryV2::GlobalExplanation

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

Global explanations containing the top most important features after training.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GlobalExplanation

Returns a new instance of GlobalExplanation.



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 4108

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

Instance Attribute Details

#class_label ⇒ String

Class label for this set of global explanations. Will be empty/null for binary logistic and linear regression models. Sorted alphabetically in descending order. Corresponds to the JSON property classLabel

Returns:

  • (String) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 4100

def class_label
  @class_label
end

#explanations ⇒ Array<Google::Apis::BigqueryV2::Explanation>

A list of the top global explanations. Sorted by absolute value of attribution in descending order. Corresponds to the JSON property explanations

Returns:



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 4106

def explanations
  @explanations
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 4113

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