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Table 2 Average equal error rate for the LLR system

From: A statistical approach for person verification using human behavioral patterns

Models

EER(%)

 

Full feature set

Arm feature set

ML (16)

9.1

15.9

MLLR (16)

6.5

17.4

  1. The data presented are the average EER over four sessions for the LLR system with models created by ML and MLLR using left arm movement samples. A full feature set and an arm-only feature set were used to compare verification performance. The number within parentheses is the number of Gaussian mixtures in the GMM used for a given system configuration.