Class: ModelFox::RegressionPredictOutput

Inherits:
Object
  • Object
show all
Defined in:
lib/modelfox/modelfox.rb

Overview

‘predict` outputs `RegressionPredictOutput` when the model’s task is regression.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(value:, feature_contributions:) ⇒ RegressionPredictOutput

Returns a new instance of RegressionPredictOutput.



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# File 'lib/modelfox/modelfox.rb', line 40

def initialize(value:, feature_contributions:)
  @value = value
  @feature_contributions = feature_contributions
end

Instance Attribute Details

#feature_contributions ⇒ Object (readonly)

If computing feature contributions was enabled in the predict options, this value will explain the model’s output, showing how much each feature contributed to the output.



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# File 'lib/modelfox/modelfox.rb', line 39

def feature_contributions
  @feature_contributions
end

#value ⇒ Object (readonly)

This is the predicted value.



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# File 'lib/modelfox/modelfox.rb', line 37

def value
  @value
end

Instance Method Details

#to_json(*args) ⇒ Object 



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# File 'lib/modelfox/modelfox.rb', line 44

def to_json(*args)
  {'value' => @value}.to_json(*args)
end