Regression on Year (test)
8.9534RMSEQuantized GBDT
Evaluation results
| Method | Links | |
|---|---|---|
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Stochastic, Leaf-value refitting=true2022.07 | 8.9534 | |
| XGBoostQuantization bits=32-bit2022.07 | 8.9545 | |
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Stochastic, Leaf-value refitting=false2022.07 | 9.1123 | |
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Nearest, Leaf-value refitting=true2022.07 | 9.429 | |
| Quantized GBDTQuantization bits=2-bit, Rounding strategy=Nearest, Leaf-value refitting=false2022.07 | 10.6858 |