Classification on Churn
95.8AccuracyXGB
Evaluation results
| Method | Links | |
|---|---|---|
| XGBCategory=BB, Protocol=5-fold CV2026.02 | 95.8 | |
| EB2MCategory=GA2M, Protocol=5-fold CV2026.02 | 95.7 | |
| NODECategory=GA2M, Protocol=5-fold CV2026.02 | 95.4 | |
| GAMICategory=GA2M, Protocol=5-fold CV2026.02 | 95.2 | |
| CALMCategory=CALM, Protocol=5-fold CV2026.02 | 94.6 | |
| EBMCategory=GAM, Protocol=5-fold CV2026.02 | 88.6 | |
| NAMCategory=GAM, Protocol=5-fold CV2026.02 | 88.5 | |
| MLP‡Ensemble=true2026.05 | 86.4 | |
| MLP‡−liteEnsemble=true2026.05 | 86.38 | |
| MLP-MixerEnsemble=true2026.05 | 86.3 | |
| Excel∗Ensemble=true2026.05 | 86.25 | |
| MLP‡−liteEnsemble=false2026.05 | 86.24 | |
| MLP‡Ensemble=false2026.05 | 86.24 | |
| AutoIntEnsemble=true2026.05 | 86.22 | |
| TabREnsemble=true2026.05 | 86.2 | |
| Excel∗Ensemble=false2026.05 | 86.18 | |
| MNCAEnsemble=true2026.05 | 86.15 | |
| T2GEnsemble=false2026.05 | 86.13 | |
| TabMEnsemble=true2026.05 | 86.12 | |
| LoMETabEnsemble=true2026.05 | 86.12 | |
| XGBoostEnsemble=true2026.05 | 86.08 | |
| AutoIntEnsemble=false2026.05 | 86.07 | |
| LoMETabEnsemble=false2026.05 | 86.07 | |
| MLP†Ensemble=true2026.05 | 86.05 | |
| XGBoostEnsemble=false2026.05 | 86.05 | |
| TabMEnsemble=false2026.05 | 86.05 | |
| SAINTEnsemble=false2026.05 | 86.03 | |
| RFTarget Model Size=Original2026.05 | 86 | |
| SCATETarget Model Size=10KB2026.05 | 86 | |
| SCATETarget Model Size=100KB2026.05 | 86 | |
| FP-SCATETarget Model Size=100KB2026.05 | 86 | |
| TromptEnsemble=false2026.05 | 86 | |
| LightGBMEnsemble=false2026.05 | 86 | |
| LightGBMEnsemble=true2026.05 | 86 | |
| TabREnsemble=false2026.05 | 85.99 | |
| FT-TEnsemble=true2026.05 | 85.98 | |
| MNCAEnsemble=false2026.05 | 85.95 | |
| FT-TEnsemble=false2026.05 | 85.93 | |
| MLP-MixerEnsemble=false2026.05 | 85.92 | |
| CatBoostEnsemble=true2026.05 | 85.88 | |
| MLPEnsemble=true2026.05 | 85.82 | |
| CatBoostEnsemble=false2026.05 | 85.82 | |
| MLP†Ensemble=false2026.05 | 85.8 | |
| DCN2Ensemble=true2026.05 | 85.7 | |
| DCN2Ensemble=false2026.05 | 85.67 | |
| ResNetEnsemble=true2026.05 | 85.65 | |
| MLPEnsemble=false2026.05 | 85.53 | |
| ResNetEnsemble=false2026.05 | 85.45 | |
| SNNEnsemble=true2026.05 | 85.33 | |
| SNNEnsemble=false2026.05 | 85.06 | |
| FIRETarget Model Size=10KB2026.05 | 85 | |
| FP-SCATETarget Model Size=10KB2026.05 | 85 | |
| FPTarget Model Size=100KB2026.05 | 85 | |
| LOPTarget Model Size=100KB2026.05 | 85 | |
| FIRETarget Model Size=100KB2026.05 | 85 | |
| TETarget Model Size=100KB2026.05 | 85 | |
| LOPTarget Model Size=10KB2026.05 | 84 | |
| SSFTarget Model Size=100KB2026.05 | 83 | |
| FPTarget Model Size=10KB2026.05 | 82 |