Fusion type |
% EER before Fusion |
Normalization type (% EER after fusion) |
Name |
SV |
HSV |
Max MIN |
Z-score |
Median&Mad |
Double Sigmoid |
Tanh |
Picewise Linear |
Simple Sum |
Client 1 |
4.77 |
11.6 |
5.8 |
5.2 |
19.0 |
1.3 |
5.2 |
1.5 |
Client 2 |
3.4 |
21.8 |
4.0 |
3.8 |
19.3 |
2.6 |
3.9 |
2.9 |
Client 3 |
10 |
22 |
8.5 |
8.0 |
18.1 |
1.2 |
8.0 |
1.4 |
Client 4 |
0.51 |
17.5 |
1.5 |
1.1 |
19.5 |
92.7 |
1.1 |
0.6 |
Client 5 |
0.4 |
23 |
0.7 |
0.5 |
4.3 |
0.0 |
0.5 |
0.0 |
Client 6 |
0.2 |
22 |
0.2 |
0.1 |
3.3 |
83.6 |
0.1 |
0.0 |
Client 7 |
2.1 |
14.4 |
1.5 |
1.4 |
4.1 |
0.3 |
1.5 |
0.5 |
Client 8 |
1.1 |
23.2 |
1.0 |
0.8 |
5.6 |
0.0 |
0.8 |
0.0 |
Client 10 |
0.99 |
24.5 |
0.6 |
0.5 |
6.3 |
84.0 |
0.5 |
0.0 |
Client 9 |
2 |
10.8 |
3.7 |
7.6 |
17.8 |
2.5 |
1.0 |
0.0 |
Avarage |
2.5 |
19.1 |
2.7±2.72 |
2.9(3.03) |
11.7(7.45) |
29.8(41.44) |
2.3(2.59) |
0.7(0.96) |
Main Rule |
Client 1 |
4.77 |
11.6 |
23.9 |
89.6 |
45.1 |
1.1 |
5.3 |
1.0 |
Client 2 |
3.4 |
21.8 |
25.1 |
88.4 |
45.9 |
4.7 |
3.9 |
4.9 |
Client 3 |
10 |
22 |
25.2 |
83.1 |
47.0 |
1.9 |
8.1 |
1.8 |
Client 4 |
0.51 |
17.5 |
22.7 |
95.7 |
53.2 |
97.1 |
1.1 |
0.5 |
Client 5 |
0.4 |
23 |
8.7 |
87.3 |
45.6 |
0.0 |
0.5 |
0.0 |
Client 6 |
0.2 |
22 |
10.5 |
89.4 |
54.1 |
90.9 |
0.2 |
0.0 |
Client 7 |
2.1 |
14.4 |
9.7 |
81.0 |
50.1 |
0.0 |
1.5 |
0.4 |
Client 8 |
1.1 |
23.2 |
11.9 |
92.1 |
61.2 |
0.0 |
0.8 |
0.0 |
Client 10 |
0.99 |
24.5 |
11.9 |
91.1 |
52.1 |
95.9 |
0.6 |
0.0 |
Client 9 |
2 |
10.8 |
20.7 |
87.2 |
49.7 |
5.7 |
0.7 |
1.9 |
Avarage |
2.5 |
19.1 |
17.0 (7.00) |
88.5 (4.25) |
50.4 (4.99) |
29.7 (44.85) |
2.3 (2.64) |
1.1 (1.53) |
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