Class: Aws::FraudDetector::Types::OFIModelPerformance

Inherits:

Struct

• Object
• Struct
• Aws::FraudDetector::Types::OFIModelPerformance

Defined in:

gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb

Overview

The Online Fraud Insights (OFI) model performance score.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #auc ⇒ Float

  The area under the curve (auc).

• #uncertainty_range ⇒ Types::UncertaintyRange

  Indicates the range of area under curve (auc) expected from the OFI model.

Instance Attribute Details

#auc ⇒ Float

The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds.

Returns:

• (Float)

# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 3721

class OFIModelPerformance < Struct.new(
  :auc,
  :uncertainty_range)
  SENSITIVE = []
  include Aws::Structure
end

#uncertainty_range ⇒ Types::UncertaintyRange

Indicates the range of area under curve (auc) expected from the OFI model. A range greater than 0.1 indicates higher model uncertainity.

Returns:

• (Types::UncertaintyRange)

# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 3721

class OFIModelPerformance < Struct.new(
  :auc,
  :uncertainty_range)
  SENSITIVE = []
  include Aws::Structure
end