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Performance metrics for CUSUM, sGLRT and uGLRT detectors and their disjunctive combination.
| Detector | Average | Rats with seizure onset detected prior to the first MJ (%) | Median time from PTZ injection to seizure onset detection (s) | ||
|---|---|---|---|---|---|
| Accuracy (%) | Sensitivity (%) | Specificity (%) | |||
| CUSUM | 74.47 | 23.06 | 91.9 | 61.54 | 56 |
| sGLRT | 78.31 | 21.47 | 97.66 | 61.54 | 46 |
| uGLRT | 75.32 | 1.22 | 98.72 | 23.08 | 118 |
| Disjunctive combination | 76.14 | 33.73 | 89.7 | 76.92 | 18 |
