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Training set (40 users):

Team ID 10 genuine signatures + 20 skilled forgeries 10 genuine signatures + 20 random forgeries
avg EER SD EER max EER min EER avg EER SD EER max EER min EER
106 5.50% 7.73% 30.00% 0.00% 3.65% 4.80% 40.00% 0.00%
126 6.45% 10.41% 50.00% 0.00% 3.49% 4.53% 29.63% 0.00%
124 7.33% 7.71% 35.00% 0.00% 2.93% 3.72% 20.00% 0.00%
115 9.80% 13.90% 70.00% 0.00% 2.90% 3.60% 20.00% 0.00%
114 11.10% 11.11% 50.00% 0.00% 3.36% 4.36% 20.00% 0.00%
119c 11.98% 17.65% 95.00% 0.00% 2.87% 3.68% 16.67% 0.00%
119b 11.99% 17.66% 95.00% 0.00% 2.88% 3.68% 16.67% 0.00%
118 14.34% 16.11% 90.00% 0.00% 4.29% 5.45% 30.00% 0.00%
119a 14.91% 18.98% 96.67% 0.00% 2.90% 3.64% 15.00% 0.00%
116 15.67% 13.24% 60.00% 0.00% 2.89% 3.64% 20.00% 0.00%
117 16.45% 11.79% 60.00% 0.00% 4.66% 5.22% 40.00% 0.00%
104 18.99% 13.95% 56.52% 0.00% 11.57% 13.28% 70.00% 0.00%
103 25.83% 22.11% 95.00% 0.00% 6.58% 9.20% 55.00% 0.00%
112 31.32% 18.09% 85.00% 0.00% 11.67% 9.58% 41.43% 0.00%

 

Test set (60 users):

Team ID 10 genuine signatures + 20 skilled forgeries 10 genuine signatures + 20 random forgeries
avg EER SD EER max EER min EER avg EER SD EER max EER min EER
106 2.84% 5.64% 30.00% 0.00% 2.79% 5.89% 50.00% 0.00%
124 4.37% 6.52% 25.00% 0.00% 1.85% 2.97% 15.00% 0.00%
126 5.79% 10.30% 52.63% 0.00% 5.11% 9.06% 50.00% 0.00%
119b 5.88% 9.21% 50.00% 0.00% 2.12% 3.29% 15.00% 0.00%
119c 6.05% 9.39% 50.00% 0.00% 2.13% 3.29% 15.00% 0.00%
115 6.22% 9.38% 50.00% 0.00% 2.04% 3.16% 15.00% 0.00%
119a 6.88% 9.54% 50.00% 0.00% 2.18% 3.54% 22.50% 0.00%
114 8.77% 12.24% 57.14% 0.00% 2.93% 5.91% 40.00% 0.00%
118 11.81% 12.90% 50.00% 0.00% 4.39% 6.08% 40.00% 0.00%
117 11.85% 12.07% 70.00% 0.00% 3.83% 5.66% 40.00% 0.00%
116 13.53% 12.99% 70.00% 0.00% 3.47% 6.90% 52.63% 0.00%
104 16.22% 13.49% 66.67% 0.00% 6.89% 9.20% 48.57% 0.00%
112 28.89% 15.95% 80.00% 0.00% 12.47% 10.29% 55.00% 0.00%

 

Incomplete results:

Training set (40 users):
Team ID #of incomplete results (over 10 runs*40 users) 10 genuine signatures + 20 skilled forgeries 10 genuine signatures + 20 random forgeries
avg EER SD EER max EER min EER avg EER SD EER max EER min EER
109 3 11.97% 11.07% 51.28% 0.00% 15.32% 14.21% 95.00% 0.00%

Testing set (60 users):
Team ID #of incomplete results (over 10 runs*60 users) 10 genuine signatures + 20 skilled forgeries 10 genuine signatures + 20 random forgeries
avg EER SD EER max EER min EER avg EER SD EER max EER min EER
109 10 10.50% 13.26% 56.00% 0.00% 20.04% 19.28% 100.00% 0.00%
103 162 27.04% 19.93% 90.00% 0.00% 11.43% 15.02% 55.17% 0.00%



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