Computational Methods in Biometric Authentication: Statistical Methods for Performance Evaluation
This is the first single resource on statistical methods for estimation and comparison of the performance of biometric authentication systems. The book focuses on six common performance metrics: for each metric, statistical methods are derived for a single system that incorporates confidence intervals, hypothesis tests, sample size calculations, power calculations and prediction intervals. These methods are also extended to allow for the statistical comparison and evaluation of multiple systems for both independent and paired data.
Table of Contents
False Non-Match Rate
False Match Rate
Receiver Operating Characteristic Curve and Equal Error Rate
Failure to Enrol
Failure to Acquire
Additional Topics and Discussion
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