Concept Drift Detection on Sine4 abrupt
12MTDHDDMW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDDMWDetector Category=Loss-based2026.05 | 12 | 7 | |
| HDDMADetector Category=Loss-based2026.05 | 64 | 0 | |
| PHDetector Category=Loss-based2026.05 | 103 | 0 | |
| D3Detector Category=Data-based2026.05 | 129 | 0 | |
| BNDMDetector Category=Data-based2026.05 | 132 | 3 | |
| OCDDDetector Category=Data-based2026.05 | 138 | 58 | |
| CSDDMDetector Category=Data-based2026.05 | 203 | 37 | |
| IBDDDetector Category=Data-based2026.05 | 212 | 0 | |
| DDMDetector Category=Loss-based2026.05 | 269 | 0 | |
| ADWINDetector Category=Loss-based2026.05 | 470 | 0 | |
| MLPsDetector Category=Disagreement-based2026.05 | 810 | 0 | |
| IDTsDetector Category=Disagreement-based2026.05 | 1,200 | 0 | |
| EDDMDetector Category=Loss-based2026.05 | 2,004 | 0 |