Joel R. McConvey
Positive feedback loops can expedite the resolution of customer issues, such as false rejections.
A Production Results Review, which can be costly and requires fraud detection expertise, reviews the analysis of what a production system has already performed. It also presents the opportunity to generate ground truth data, a known set of inputs that have been run against your existing production system, and use it in a ground truth dataset to test against arising issues and irregularities.
In terms of actual metrics being proposed, performance against a wide range of document attacks including digital and physical tampering, procedural, and liveness is categorized into tiers for Simple, Advanced, Expert and State. Cortes posits a five-tier pyramid classifying document sophistication, and a harmonized language on document validation metrics for classification accuracy, extraction correctness, false acceptance rate, false rejection rate and approval rate.
-