Concept Drift Detection on RBF gradual
76MTDOCDD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OCDDDetector Category=Data-based2026.05 | 76 | 71 | |
| CSDDMDetector Category=Data-based2026.05 | 95 | 52 | |
| IBDDDetector Category=Data-based2026.05 | 139 | 52 | |
| D3Detector Category=Data-based2026.05 | 434 | 16 | |
| IDTsDetector Category=Disagreement-based2026.05 | 1,333 | 15 | |
| DDMDetector Category=Loss-based2026.05 | 1,336 | 0 | |
| MLPsDetector Category=Disagreement-based2026.05 | 1,383 | 4 | |
| PHDetector Category=Loss-based2026.05 | 1,474 | 3 | |
| BNDMDetector Category=Data-based2026.05 | 1,825 | 22 | |
| HDDMWDetector Category=Loss-based2026.05 | 2,518 | 10 | |
| HDDMADetector Category=Loss-based2026.05 | 3,589 | 3 | |
| ADWINDetector Category=Loss-based2026.05 | 3,733 | 1 | |
| EDDMDetector Category=Loss-based2026.05 | 4,270 | 0 |