Results

Training set (40 users):

Team ID	10 genuine signatures + 20 skilled forgeries				10 genuine signatures + 20 random forgeries
Team ID	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
Team ID	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%