Binary Classification on Kitsune (test)
96.2427AUCQuantized GBDT
Evaluation results
| Method | Links | |
|---|---|---|
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Nearest, Leaf-value refitting=false2022.07 | 96.2427 | |
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Nearest, Leaf-value refitting=true2022.07 | 96.2201 | |
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Stochastic, Leaf-value refitting=false2022.07 | 95.2974 | |
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Stochastic, Leaf-value refitting=true2022.07 | 95.2703 | |
| LightGBMQuantization bits=32-bit2022.07 | 95.0561 | |
| XGBoostQuantization bits=32-bit2022.07 | 94.8329 | |
| CatBoostQuantization bits=32-bit2022.07 | 94.4557 |