Table 8.
Average detection delay in synthetic balanced datasets.
| Dataset | Agarwal | LED | ||||||
| Artificial | ERDDM | RDDM | EDDM | STEPD | ERDDM | RDDM | EDDM | STEPD |
| Abr-50k | 64.4 | 50.2 | 48.5 | 15.85 | 64.4 | 50.2 | 48.5 | 15.8 |
| Abr-100k | 65.36 | 49.475 | 49.64 | 14.72 | 65.36 | 49.47 | 49.6 | 14.75 |
| Abr-500k | 65.8 | 49.39 | 49.26 | 14.81 | 65.8 | 49.39 | 49.3 | 14.81 |
| Abr-1M | 64.4 | 49.21 | 49.11 | 14.91 | 64.4 | 49.21 | 49.1 | 14.92 |
| Abr-2M | 65 | 49.03 | 48.85 | 14.80 | 65 | 49.03 | 48.8 | 14.80 |
| Abr-3M | 65.8 | 48.97 | 48.79 | 14.76 | 65.8 | 48.97 | 48.8 | 14.75 |
| Gr-50k | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-100k | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-500k | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-1M | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-2M | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-3M | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Dataset | RandomTree | Mixed | ||||||
| Artificial | ERDDM | RDDM | EDDM | STEPD | ERDDM | RDDM | EDDM | STEPD |
| Abr-50k | 64.4 | 50.2 | 48.5 | 15.85 | 64.4 | 50.2 | 48.5 | 15.85 |
| Abr-100k | 65.4 | 49.47 | 49.64 | 14.72 | 65.36 | 49.47 | 49.64 | 14.72 |
| Abr-500k | 65.8 | 49.39 | 49.26 | 14.81 | 65.8 | 49.39 | 49.26 | 14.81 |
| Abr-1M | 64.4 | 49.21 | 49.11 | 14.91 | 64.4 | 49.21 | 49.1 | 14.92 |
| Abr-2M | 65 | 49.03 | 48.85 | 14.80 | 65 | 49.03 | 48.8 | 14.80 |
| Abr-3M | 65.8 | 48.97 | 48.79 | 14.76 | 65.8 | 48.97 | 48.8 | 14.75 |
| Gr-50k | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-100k | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-500k | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-1M | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-2M | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |
| Gr-3M | 14 | 119 | 76 | 243 | 14 | 119 | 76 | 243 |