Fault Classification on CSTR
99AccuracyStacking (LogR)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Stacking (LogR)Ensemble=Parallel2026.04 | 99 | 99.06 | 99 | 99.01 | |
| Stacking (RF)Ensemble=Parallel2026.04 | 98.97 | 99.03 | 98.97 | 98.98 | |
| Stacking (LogR)Ensemble=Feature-Level2026.04 | 98.94 | 99 | 98.94 | 98.96 | |
| Stacking (RF)Ensemble=Feature-Level2026.04 | 98.91 | 98.95 | 98.91 | 98.92 | |
| Soft VotingEnsemble=Feature-Level2026.04 | 98.84 | 98.94 | 98.84 | 98.86 | |
| Weighted Soft VotingEnsemble=Feature-Level2026.04 | 98.84 | 98.94 | 98.84 | 98.86 | |
| Hard VotingEnsemble=Feature-Level2026.04 | 98.65 | 98.8 | 98.65 | 98.69 | |
| Soft VotingEnsemble=Parallel2026.04 | 98.1 | 98.34 | 98.1 | 98.16 | |
| Weighted Soft VotingEnsemble=Parallel2026.04 | 97.94 | 98.22 | 97.94 | 98 | |
| Hard VotingEnsemble=Parallel2026.04 | 97.46 | 97.9 | 97.46 | 97.55 |