Classification on Drebin
97.2G-measureTuned Sup. LightGBM
Evaluation results
| Method | Links | |
|---|---|---|
| Tuned Sup. LightGBMLabel Rate=100%, Trial Budget=100-trial2026.06 | 97.2 | |
| Supervised XGBoostLabel Rate=100%2026.06 | 97.1 | |
| Supervised LightGBMLabel Rate=100%2026.06 | 96.9 | |
| Tuned Sup. XGBoostLabel Rate=100%, Trial Budget=100-trial2026.06 | 96.9 | |
| Supervised RFLabel Rate=100%2026.06 | 96.7 | |
| Tuned Sup. RFLabel Rate=100%, Trial Budget=100-trial2026.06 | 96.4 | |
| SemiScopeLabel Rate=10%2026.06 | 93.3 | |
| Tuned-Clf: LP+HPOLabel Rate=10%, Trial Budget=100-trial2026.06 | 93 | |
| Tuned-Clf: ST+HPOLabel Rate=10%, Trial Budget=100-trial2026.06 | 93 | |
| Default ST + RFLabel Rate=10%2026.06 | 91 | |
| Default LP + RFLabel Rate=10%2026.06 | 89.2 | |
| LP + SMOTELabel Rate=10%2026.06 | 89.2 | |
| FLAML (AutoML)Label Rate=10%2026.06 | 88 | |
| Default LS + RFLabel Rate=10%2026.06 | 87.1 | |
| LS + SMOTELabel Rate=10%2026.06 | 86.8 |