Table 3. Performance measures for all patients from the EPILEPSIAE dataset (upper section), from the Epilepsyecosystem public dataset (middle section) and Epilepsyecosystem benchmark dataset (lower section).
| Patient’s number | accuracy (%) | sensitivity | specificity | positive predictive value | negative predictive value |
|---|---|---|---|---|---|
| 1 | 99.7 | 0.99 | 1 | 1 | 0.99 |
| 2 | 97.5 | 0.97 | 0.98 | 0.98 | 0.97 |
| 3 | 99.5 | 1 | 0.99 | 0.99 | 1 |
| 4 | 100 | 1 | 1 | 1 | 1 |
| 5 | 90.4 | 0.8 | 1 | 1 | 0.85 |
| 1 | 74.1 | 0.75 | 0.73 | 0.73 | 0.75 |
| 2 | 73 | 0.57 | 0.81 | 0.63 | 0.77 |
| 3 | 78.5 | 0.75 | 0.82 | 0.81 | 0.77 |
| 1 | 71 | 0.44 | 0.76 | 0.25 | 0.88 |
| 2 | 61 | 0.37 | 0.63 | 0.06 | 0.94 |
| 3 | 69.2 | 0.37 | 0.72 | 0.11 | 0.92 |