Table 8. Drift detector summary for gradual drift.
| Drift Type | Gradual | |||
|---|---|---|---|---|
| Average error | Dataset | Average time | Dataset | |
| DDM | Low | All | Low | All |
| Other DD | Average | All | Average | All |
| EDDM | High | All | High | Mixed |
| LSTMDD | Low | ALL | Low | All |
| Drift Type | Gradual | |||
|---|---|---|---|---|
| Average error | Dataset | Average time | Dataset | |
| DDM | Low | All | Low | All |
| Other DD | Average | All | Average | All |
| EDDM | High | All | High | Mixed |
| LSTMDD | Low | ALL | Low | All |