Table 3.
Signature verification performance of each feature based on original feature vectors filled with missing values.
| Filling Method | Feature | xLongSignDB DataSet | SVC 2004 DataSet | ||||
|---|---|---|---|---|---|---|---|
| FRR | FAR | ACC | FRR | FAR | ACC | ||
| MEI | X | 0.297 | 0.183 | 73.78% | 0.287 | 0.278 | 71.93% |
| Y | 0.309 | 0.272 | 70.22% | 0.317 | 0.292 | 69.93% | |
| P | 0.115 | 0.148 | 87.46% | 0.200 | 0.134 | 84.07% | |
| T | 0.142 | 0.186 | 84.43% | 0.207 | 0.219 | 78.52% | |
| A | 0.132 | 0.176 | 85.48% | 0.238 | 0.201 | 78.67% | |
| MI | X | 0.287 | 0.176 | 74.71% | 0.282 | 0.061 | 86.51% |
| Y | 0.215 | 0.257 | 77.32% | 0.269 | 0.103 | 84.15% | |
| P | 0.058 | 0.110 | 92.58% | 0.082 | 0.057 | 93.46% | |
| T | 0.133 | 0.162 | 85.79% | 0.240 | 0.073 | 87.11% | |
| A | 0.114 | 0.138 | 87.88% | 0.207 | 0.053 | 89.56% | |
| Zero | X | 0.385 | 0.207 | 66.88% | 0.322 | 0.356 | 65.56% |
| Y | 0.376 | 0.310 | 64.37% | 0.333 | 0.378 | 63.70% | |
| P | 0.147 | 0.307 | 80.46% | 0.273 | 0.143 | 81.41% | |
| T | 0.166 | 0.342 | 78.58% | 0.211 | 0.248 | 76.44% | |
| A | 0.179 | 0.328 | 77.53% | 0.249 | 0.221 | 76.96% | |