Class: Aws::FraudDetector::Types::VariableImpactExplanation

Inherits:
Struct
  • Object
show all
Includes:
Structure
Defined in:
lib/aws-sdk-frauddetector/types.rb

Overview

The details of the event variable’s impact on the prediction score.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#event_variable_name ⇒ String

The event variable name.

Returns:

  • (String) 


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# File 'lib/aws-sdk-frauddetector/types.rb', line 5123

class VariableImpactExplanation < Struct.new(
  :event_variable_name,
  :relative_impact,
  :log_odds_impact)
  SENSITIVE = []
  include Aws::Structure
end

#log_odds_impact ⇒ Float

The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to 10, but range from - infinity to infinity.

  • A positive value indicates that the variable drove the risk score up.

  • A negative value indicates that the variable drove the risk score down.

Returns:

  • (Float) 


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# File 'lib/aws-sdk-frauddetector/types.rb', line 5123

class VariableImpactExplanation < Struct.new(
  :event_variable_name,
  :relative_impact,
  :log_odds_impact)
  SENSITIVE = []
  include Aws::Structure
end

#relative_impact ⇒ String

The event variable’s relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.

Returns:

  • (String) 


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# File 'lib/aws-sdk-frauddetector/types.rb', line 5123

class VariableImpactExplanation < Struct.new(
  :event_variable_name,
  :relative_impact,
  :log_odds_impact)
  SENSITIVE = []
  include Aws::Structure
end