Table 10.
Total detected drifts in synthetic balanced datasets.
| Dataset | Agarwal | LED | ||||||
| Artificial | ERDDM | RDDM | EDDM | STEPD | ERDDM | RDDM | EDDM | STEPD |
| Abr-50k | 390 | 100 | 247 | 210 | 390 | 100 | 247 | 210 |
| Abr-100k | 781 | 201 | 463 | 421 | 781 | 201 | 463 | 421 |
| Abr-500k | 3906 | 1010 | 2363 | 1114 | 3906 | 1010 | 2363 | 1114 |
| Abr-1M | 7812 | 2022 | 4731 | 4165 | 7812 | 2022 | 4731 | 4165 |
| Abr-2M | 15624 | 4040 | 9525 | 8335 | 15624 | 4040 | 9525 | 8335 |
| Abr-3M | 20006 | 6066 | 14328 | 12486 | 20006 | 6066 | 14328 | 12486 |
| Gr-50k | 10 | 4 | 13 | 486 | 10 | 4 | 13 | 486 |
| Gr-100k | 10 | 4 | 13 | 1319 | 10 | 4 | 13 | 1319 |
| Gr-500k | 10 | 4 | 13 | 7986 | 10 | 4 | 13 | 7986 |
| Gr-1M | 10 | 4 | 13 | 16319 | 10 | 4 | 13 | 16319 |
| Gr-2M | 10 | 4 | 13 | 32986 | 10 | 4 | 13 | 32986 |
| Gr-3M | 10 | 4 | 13 | 48318 | 10 | 4 | 13 | 48318 |
| Dataset | RandomTree | Mixed | ||||||
| Artificial | ERDDM | RDDM | EDDM | STEPD | ERDDM | RDDM | EDDM | STEPD |
| Abr-50k | 390 | 100 | 247 | 210 | 390 | 100 | 247 | 210 |
| Abr-100k | 781 | 201 | 463 | 421 | 781 | 201 | 463 | 421 |
| Abr-500k | 3906 | 1010 | 2363 | 1114 | 3906 | 1010 | 2363 | 1114 |
| Abr-1M | 7812 | 2022 | 4731 | 4165 | 7812 | 2022 | 4731 | 4165 |
| Abr-2M | 15624 | 4040 | 9525 | 8335 | 15624 | 4040 | 9525 | 8335 |
| Abr-3M | 20006 | 6066 | 14328 | 12486 | 20006 | 6066 | 14328 | 12486 |
| Gr-50k | 10 | 4 | 13 | 486 | 10 | 4 | 13 | 486 |
| Gr-100k | 10 | 4 | 13 | 1319 | 10 | 4 | 13 | 1319 |
| Gr-500k | 10 | 4 | 13 | 7986 | 10 | 4 | 13 | 7986 |
| Gr-1M | 10 | 4 | 13 | 16319 | 10 | 4 | 13 | 16319 |
| Gr-2M | 10 | 4 | 13 | 32986 | 10 | 4 | 13 | 32986 |
| Gr-3M | 10 | 4 | 13 | 48318 | 10 | 4 | 13 | 48318 |