Binary Classification on Kitsune
38.26Total Time (s)LightGBM+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBM+Hardware=GPU, Quantization Bit-width=2-bit2022.07 | 38.26 | 16.41 | |
| LightGBM+Hardware=GPU, Quantization Bit-width=3-bit2022.07 | 38.63 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=4-bit2022.07 | 40 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=5-bit2022.07 | 40.83 | — | |
| LightGBM+Hardware=GPU2022.07 | 77.43 | 54.77 | |
| CatBoostHardware=GPU2022.07 | 80.2 | — | |
| XGBoostHardware=GPU2022.07 | 181.24 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=3-bit2022.07 | 207.96 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=4-bit2022.07 | 208.99 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=5-bit2022.07 | 211.53 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=2-bit2022.07 | 215.91 | 147.1 | |
| XGBoostHardware=CPU2022.07 | 281.72 | — | |
| LightGBMHardware=CPU2022.07 | 332.12 | 253.07 | |
| CatBoostHardware=CPU2022.07 | 1,495 | — |