Concept Drift Detection on SEA1 gradual
168MTDIBDD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IBDDDetector Category=Data-based2026.05 | 168 | 39 | |
| D3Detector Category=Data-based2026.05 | 231 | 14 | |
| CSDDMDetector Category=Data-based2026.05 | 240 | 31 | |
| OCDDDetector Category=Data-based2026.05 | 249 | 71 | |
| HDDMWDetector Category=Loss-based2026.05 | 286 | 8 | |
| HDDMADetector Category=Loss-based2026.05 | 1,857 | 1 | |
| MLPsDetector Category=Disagreement-based2026.05 | 2,427 | 1 | |
| PHDetector Category=Loss-based2026.05 | 2,884 | 0 | |
| BNDMDetector Category=Data-based2026.05 | 3,221 | 3 | |
| IDTsDetector Category=Disagreement-based2026.05 | 3,300 | 3 | |
| ADWINDetector Category=Loss-based2026.05 | 5,117 | 0 | |
| DDMDetector Category=Loss-based2026.05 | 5,160 | 0 | |
| EDDMDetector Category=Loss-based2026.05 | 7,545 | 0 |