Classification on Higgs (ERR)
23.28ERRXGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoost2022.05 | 23.28 | |
| ResNet-RTDLaveraging=five train/test splits, tool=pytabkit2025.08 | 24.35 | |
| RealMLPaveraging=five train/test splits, tool=pytabkit2025.08 | 24.73 | |
| MLP-RTDLaveraging=five train/test splits, tool=pytabkit2025.08 | 25.15 | |
| MLP-PLRaveraging=five train/test splits, tool=pytabkit2025.08 | 25.28 | |
| NB2MComplexity=Pairwise Interactions2022.05 | 25.45 | |
| LGBMaveraging=five train/test splits, tool=pytabkit2025.08 | 25.49 | |
| NA2MComplexity=Pairwise Interactions2022.05 | 25.55 | |
| NODE-GA2MComplexity=Pairwise Interactions2022.05 | 25.66 | |
| XGBaveraging=five train/test splits, tool=pytabkit2025.08 | 25.76 | |
| CatBoostaveraging=five train/test splits, tool=pytabkit2025.08 | 25.76 | |
| xRFMaveraging=five train/test splits, tool=pytabkit2025.08 | 26.4 | |
| NeuralSPAMOrder=22022.05 | 27.5 | |
| LinearSPAMOrder=22022.05 | 28.81 | |
| NBMComplexity=Standard2022.05 | 29.69 | |
| NODE-GAM2022.05 | 29.7 | |
| NODE-GAMComplexity=Standard2022.05 | 29.7 | |
| NAM2022.05 | 29.72 | |
| NAMComplexity=Standard2022.05 | 29.72 |