Churn Prediction on Stackexchange
84.22ROC-AUCTabPFNv2.5
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFNv2.5Context Size=2562026.03 | 84.22 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 83.06 | |
| LimiX2mContext Size=2562026.03 | 82.97 | |
| RDBPFN_single_tableContext Size=2562026.03 | 82.85 | |
| TabICLv1Context Size=2562026.03 | 82.7 | |
| TabPFNv2Context Size=2562026.03 | 82.38 | |
| RDBPFNContext Size=2562026.03 | 82.33 | |
| LimiX16mContext Size=2562026.03 | 82.32 | |
| TabPFNv2.5Context Size=1282026.03 | 81.79 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 81.59 | |
| MitraContext Size=2562026.03 | 81.54 | |
| TabICLv1Context Size=1282026.03 | 81.34 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 81.3 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 81.01 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 80.72 | |
| TabICLv1.1Context Size=2562026.03 | 80.54 | |
| TabPFNv2Context Size=1282026.03 | 80.18 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 80.06 | |
| LimiX2mContext Size=642026.03 | 79.97 | |
| TabICLv1.1Context Size=1282026.03 | 79.86 | |
| TabICLv1Context Size=642026.03 | 79.7 | |
| TabPFNv2.5Context Size=642026.03 | 79.6 | |
| RDB-PFNContext Size=1282026.03 | 79.52 | |
| LimiX16mContext Size=642026.03 | 79.03 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 79.02 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 78.95 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 78.82 | |
| MitraContext Size=642026.03 | 78.58 | |
| Random ForestContext Size=1282026.03 | 78.53 | |
| Random ForestContext Size=2562026.03 | 78.46 | |
| TabPFNv2Context Size=642026.03 | 78.19 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 78.02 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 77.86 | |
| MitraContext Size=1282026.03 | 77.66 | |
| Random ForestContext Size=642026.03 | 77.63 | |
| LimiX16m-1estimatorContext Size=642026.03 | 77.58 | |
| RDBPFNContext Size=642026.03 | 76.69 | |
| TabICLv1.1Context Size=642026.03 | 76.62 | |
| XGBoostContext Size=2562026.03 | 76.38 | |
| RDBPFN_single_tableContext Size=642026.03 | 75.44 | |
| AutoGluonContext Size=2562026.03 | 75.17 | |
| XGBoostContext Size=1282026.03 | 73.83 | |
| XGBoostContext Size=642026.03 | 71.86 | |
| AutoGluonContext Size=642026.03 | 69.03 | |
| AutoGluonContext Size=1282026.03 | 68.99 |