Concept Drift Detection on Sine4 gradual
0FAADWIN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADWINDetector Category=Loss-based2026.05 | 0 | 7,325 | |
| DDMMTD=3129, FA=02026.05 | 0 | 3,129 | |
| EDDMDetector Category=Loss-based2026.05 | 0 | — | |
| HDDMWDetector Category=Loss-based2026.05 | 0 | 2,284 | |
| PHDetector Category=Loss-based2026.05 | 0 | 1,225 | |
| HDDMADetector Category=Loss-based2026.05 | 1 | 3,520 | |
| IDTsDetector Category=Disagreement-based2026.05 | 3 | 3,900 | |
| MLPsDetector Category=Disagreement-based2026.05 | 4 | 1,747 | |
| D3Detector Category=Data-based2026.05 | 4 | 421 | |
| CSDDMDetector Category=Data-based2026.05 | 6 | 381 | |
| IBDDDetector Category=Data-based2026.05 | 11 | 101 | |
| BNDMDetector Category=Data-based2026.05 | 18 | 180 | |
| OCDDDetector Category=Data-based2026.05 | 45 | 208 |