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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# 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.
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# 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 |