Figure 1.
Results of Enhanced Model at different Threshold Values_
| Threshold Values | Accuracy (%) | Sensitivity (%) | Specificity (%) | FPR (%) | Recognition Time (sec) |
|---|---|---|---|---|---|
| 0.1 | 95.28 | 99.10 | 81.10 | 19.00 | 22.00 |
| 0.2 | 95.27 | 99.10 | 81.10 | 19.00 | 24.06 |
| 0.3 | 96.94 | 99.00 | 87.78 | 12.22 | 22.02 |
| 0.4 | 97.78 | 98.88 | 94.44 | 5.56 | 23.03 |
| 0.5 | 98.61 | 98.89 | 97.78 | 2.22 | 21.01 |
Time Spent for Training Datasets
| Dimension Size | Time1(s) | Time2(s) | Time3(s) | Ave. Time (s) |
|---|---|---|---|---|
| 100 by 100 | 100.50 | 93.21 | 99.28 | 97.66 |
| 200 by 200 | 132.12 | 144.31 | 143.20 | 139.54 |