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Content DescriptionThis document provides statistical methodologies to estimate false match rates (FMRs) from small biometric sample sets. This document intends to: —    lay out a methodology for biometric performance estimation based on extrapolation using extreme value statistical models; —    provide statistical methodologies to estimate FMRs of biometric verification systems; —    be applicable to systems that include algorithms that produce likelihood dissimilarity or similarity scores; NOTE           Throughout the document, if not otherwise specified, scores refer to similarity scores. —    specify the methodology for data recording and result reporting; —    introduce metrics for the estimated biometric performance. The following are not within the scope of this document. —    Estimation of false positive identification rates for one-to-many implementations. —    Estimation of false accept rates for verification transactions. About ISOISO, the International Organization for Standardization, brings global experts together to agree on the best way of doing things – for anything from making a product to managing a process. As one of the oldest non-governmental international organizations, ISO has enabled trade and cooperation between people and companies all over the world since 1946. The International Standards published by ISO serve to make lives easier, safer and better. |
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