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ResearchFormerly WizWand

Classification on Higgs (ERR)

23.28ERRXGBoost
23.022424.761226.528.2388May 27, 2022Dec 8, 2022Jun 22, 2023Jan 3, 2024Jul 17, 2024Jan 28, 2025Aug 12, 2025
Updated 6mo ago

Evaluation results

MethodLinks
XGBoost2022.0523.28
ResNet-RTDLaveraging=five train/test splits, tool=pytabkit2025.0824.35
RealMLPaveraging=five train/test splits, tool=pytabkit2025.0824.73
MLP-RTDLaveraging=five train/test splits, tool=pytabkit2025.0825.15
MLP-PLRaveraging=five train/test splits, tool=pytabkit2025.0825.28
NB2MComplexity=Pairwise Interactions2022.0525.45
LGBMaveraging=five train/test splits, tool=pytabkit2025.0825.49
NA2MComplexity=Pairwise Interactions2022.0525.55
NODE-GA2MComplexity=Pairwise Interactions2022.0525.66
XGBaveraging=five train/test splits, tool=pytabkit2025.0825.76
CatBoostaveraging=five train/test splits, tool=pytabkit2025.0825.76
xRFMaveraging=five train/test splits, tool=pytabkit2025.0826.4
NeuralSPAMOrder=22022.0527.5
LinearSPAMOrder=22022.0528.81
NBMComplexity=Standard2022.0529.69
NODE-GAM2022.0529.7
NODE-GAMComplexity=Standard2022.0529.7
NAM2022.0529.72
NAMComplexity=Standard2022.0529.72