Table 28 Concept drift simulation results for PatternFusion.
From: PatternFusion: a hybrid model for pattern recognition in time-series data using ensemble learning
Drift type | Accuracy (%) | F1-score (%) | AUC (%) | EER (%) |
|---|---|---|---|---|
Lighting shift | 91.8 | 89.7 | 93.4 | 3.5 |
Device transition | 90.5 | 88.2 | 92.1 | 3.9 |
Aging effect simulation | 89.3 | 87.4 | 91.2 | 4.2 |
