Table 5. Drift detectors average error.
| Dataset | DDM | EDDM | ECDD | STEPD | Adwin | HDDMA | HDDMW | LSTMDD |
|---|---|---|---|---|---|---|---|---|
| Sine | 0.016 | 0.047 | 0.031 | 0.0312 | 0.0156 | 0.251 | 0.282 | 0.106 |
| Stagger | 0.718 | 4.583 | 0.721 | 0.616 | 0.721 | 0.746 | 0.737 | 0.086 |
| Mixed | 0.499 | 1.655 | 0.498 | 0.464 | 0.498 | 0.498 | 0.500 | 0.680 |
| Hyper | 0.249 | 0.509 | 0.249 | 0.509 | 0.249 | 0.249 | 0.252 | 0.391 |
| 0.007 | 0.006 | 0.007 | 0.006 | 0.008 | 0.008 | 0.008 | 0.005 |