Failure Prediction on AI4I 2020 (test)
94.1Recall (failure)Threshold classifier
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Threshold classifierthreshold mode=2/5, k=0.752026.06 | 94.1 | 3.6 | 6.9 | 3.6 | — | |
| RGNetthreshold=0.52026.06 | 92.65 | 25.82 | 40.4 | 67 | 90.7 | |
| Threshold classifierthreshold mode=3/5, k=1.002026.06 | 85.3 | 3.5 | 6.7 | 3.5 | — | |
| LightGBM2026.06 | 76.4 | 64.2 | 69.8 | 80.8 | 95.6 | |
| XGBoost2026.06 | 75 | 68 | 71.3 | 80.2 | 93.2 | |
| RGNetthreshold=0.922026.06 | 58.82 | 67.8 | 63 | 67 | 97.7 | |
| MLP2026.06 | 58.8 | 80 | 67.8 | 78.5 | 91.5 | |
| Random Forest2026.06 | 55.8 | 88.4 | 68.5 | 79.1 | 90.2 |