Four Machine Learning Algorithms for Biometrics Fusion: A Comparative Study

Table 3

Performance comparison of fusion schemes for the XM2VTS database.

Fusion scheme	HTER (%)
Product	3.50
Max	2.35
Min	1.13
Dempster-Shafer	0.76
Sum	0.75
Weighted sum	0.63
SVM	0.52
SumPro	0.31
Presented SVM	0.25