Churn Prediction on Amazon
0.6751ROC-AUCLimiX
Evaluation Results
| Method | Links | |
|---|---|---|
| LimiXContext Size=128, Parameters=2m2026.03 | 0.6751 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 0.6675 | |
| TabICLv1Context Size=1282026.03 | 0.667 | |
| TabPFNv2Context Size=1282026.03 | 0.6609 | |
| LimiX2mContext Size=642026.03 | 0.6537 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 0.6476 | |
| TabICLv1Context Size=642026.03 | 0.6468 | |
| TabICLv1.1Context Size=1282026.03 | 0.6426 | |
| MitraContext Size=1282026.03 | 0.6421 | |
| RDB-PFNContext Size=1282026.03 | 0.6408 | |
| RDBPFNContext Size=642026.03 | 0.6286 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 0.6276 | |
| TabPFNv2Context Size=642026.03 | 0.6265 | |
| RDBPFN_single_tableContext Size=642026.03 | 0.6241 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 0.6241 | |
| LimiX16mContext Size=642026.03 | 0.6234 | |
| TabICLv1.1Context Size=642026.03 | 0.6215 | |
| LimiX16m-1estimatorContext Size=642026.03 | 0.617 | |
| AutoGluonContext Size=1282026.03 | 0.6071 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 0.6051 | |
| Random ForestContext Size=642026.03 | 0.6036 | |
| Random ForestContext Size=1282026.03 | 0.603 | |
| TabPFNv2.5Context Size=642026.03 | 0.5976 | |
| TabPFNv2.5Context Size=1282026.03 | 0.5854 | |
| MitraContext Size=642026.03 | 0.5828 | |
| AutoGluonContext Size=642026.03 | 0.5818 | |
| XGBoostContext Size=1282026.03 | 0.5801 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 0.5783 | |
| XGBoostContext Size=642026.03 | 0.5757 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 0.566 |