Drift Detection on Synthetic Data Streams various configurations
12.672D1 MeasureD3
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| D3ds type=N3 | S1.02026.05 | 12.672 | 8.099 | 0.557 | — | |
| D3ds type=N3 | S3.02026.05 | 11.853 | 4.981 | 0.659 | — | |
| D3ds type=N3 | S2.02026.05 | 11.712 | 6.513 | 0.594 | — | |
| KSDDds type=N3 | S1.02026.05 | 11.703 | 8.444 | 0.546 | — | |
| PADDds type=N3 | S1.02026.05 | 11.366 | 3.762 | 0.743 | — | |
| MD3ds type=N3 | S1.02026.05 | 11.044 | 5.17 | 0.517 | — | |
| KSDDds type=N3 | S2.02026.05 | 10.838 | 9.019 | 0.515 | — | |
| PADDds type=N3 | S2.02026.05 | 10.572 | 2.626 | 0.736 | — | |
| PADDds type=N3 | S3.02026.05 | 10.146 | 2.294 | 0.67 | — | |
| OCDDds type=N3 | S1.02026.05 | 9.709 | 26.704 | 0.721 | — | |
| KSDDds type=N3 | S3.02026.05 | 9.539 | 9.421 | 0.497 | — | |
| OWADDds type=N3 | S1.02026.05 | 7.285 | 12.096 | 0.293 | — | |
| MD3ds type=N3 | S2.02026.05 | 6.976 | 3.886 | 0.284 | — | |
| D3ds type=Average rank2026.05 | 6.578 | 4.006 | 4.017 | — | |
| OCDDds type=N3 | S3.02026.05 | 6.33 | 14.435 | 0.451 | — | |
| D3ds type=N7 | S1.02026.05 | 6.293 | 8.808 | 0.288 | — | |
| OCDDds type=N3 | S2.02026.05 | 6.099 | 14.11 | 0.414 | — | |
| KSDDds type=N7 | S1.02026.05 | 6.073 | 9.07 | 0.288 | — | |
| D3ds type=N7 | S2.02026.05 | 6.055 | 8.048 | 0.278 | — | |
| D3ds type=N7 | S3.02026.05 | 5.954 | 6.568 | 0.337 | — | |
| MD3ds type=N7 | S1.02026.05 | 5.621 | 5.416 | 0.213 | — | |
| KSDDds type=Average rank2026.05 | 5.533 | 5.117 | 3.55 | — | |
| PADDds type=N7 | S1.02026.05 | 5.533 | 4.026 | 0.559 | — | |
| KSDDds type=N7 | S2.02026.05 | 5.341 | 9.116 | 0.305 | — | |
| PADDds type=Average rank2026.05 | 5.289 | 1.35 | 5.539 | — | |
| OCDDds type=N7 | S1.02026.05 | 5.11 | 25.735 | 1.925 | — | |
| PADDds type=N7 | S2.02026.05 | 5.036 | 3.41 | 0.536 | — | |
| OWADDds type=N3 | S2.02026.05 | 4.993 | 5.106 | 0.197 | — | |
| KSDDds type=N7 | S3.02026.05 | 4.797 | 8.961 | 0.332 | — | |
| PADDds type=N7 | S3.02026.05 | 4.532 | 2.706 | 0.49 | — | |
| CDDDds type=N3 | S1.02026.05 | 4.393 | 9.77 | 0.958 | — | |
| MD3ds type=N3 | S3.02026.05 | 4.301 | 5.471 | 0.208 | — | |
| OWADDds type=N3 | S3.02026.05 | 4.107 | 3.527 | 0.168 | — | |
| OCDDds type=N7 | S2.02026.05 | 3.908 | 12.578 | 0.642 | — | |
| OWADDds type=N7 | S1.02026.05 | 3.87 | 11.755 | 0.8 | — | |
| MD3ds type=N7 | S2.02026.05 | 3.695 | 4.867 | 0.229 | — | |
| OCDDds type=Average rank2026.05 | 3.617 | 5.825 | 4.069 | — | |
| OCDDds type=N7 | S3.02026.05 | 3.608 | 11.433 | 0.733 | — | |
| MD3ds type=Average rank2026.05 | 3.361 | 2.769 | 2.508 | — | |
| CDDDds type=N3 | S2.02026.05 | 3.116 | 8.354 | 0.727 | — | |
| OWADDds type=N7 | S2.02026.05 | 2.874 | 6.075 | 0.367 | — | |
| CDDDds type=N7 | S1.02026.05 | 2.648 | 17.601 | 2.563 | — | |
| MD3ds type=N7 | S3.02026.05 | 2.403 | 4.982 | 0.295 | — | |
| OWADDds type=Average rank2026.05 | 2.278 | 3.364 | 2.439 | — | |
| CDDDds type=N3 | S3.02026.05 | 2.184 | 8.394 | 0.636 | — | |
| OWADDds type=N7 | S3.02026.05 | 2.097 | 3.692 | 0.191 | — | |
| CDDDds type=N7 | S2.02026.05 | 1.628 | 15.345 | 1.818 | — | |
| CDDDds type=N7 | S3.02026.05 | 1.453 | 14.545 | 1.768 | — | |
| CDDDds type=Average rank2026.05 | 1.344 | 5.569 | 5.878 | — |