Classification on Census of Individual Trees synthetic samples added Balanced (5-fold CV)
67AccuracyZAYAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZAYANValidation=5-fold CV, Rule=average-tie2026.04 | 67 | 1.06 | |
| TabICLValidation=5-fold CV, Rule=average-tie2026.04 | 66.98 | 3.38 | |
| GBMValidation=5-fold CV, Rule=average-tie2026.04 | 66.96 | 11.94 | |
| TANDEMValidation=5-fold CV, Rule=average-tie2026.04 | 66.96 | 6.06 | |
| FT-TValidation=5-fold CV, Rule=average-tie2026.04 | 66.84 | 16.38 | |
| KNNValidation=5-fold CV, Rule=average-tie2026.04 | 66.77 | 13.94 | |
| TabNetValidation=5-fold CV, Rule=average-tie2026.04 | 66.66 | 17 | |
| TabMValidation=5-fold CV, Rule=average-tie2026.04 | 65.34 | 6.94 | |
| AdaBoostValidation=5-fold CV, Rule=average-tie2026.04 | 65.04 | 18.25 | |
| TabRValidation=5-fold CV, Rule=average-tie2026.04 | 64.78 | 9.25 | |
| Naive BayesValidation=5-fold CV, Rule=average-tie2026.04 | 64.71 | 22.81 | |
| TabSeqValidation=5-fold CV, Rule=average-tie2026.04 | 64.48 | 19.56 | |
| DCNValidation=5-fold CV, Rule=average-tie2026.04 | 64.12 | 22.38 | |
| SAINTValidation=5-fold CV, Rule=average-tie2026.04 | 63.5 | 19.13 | |
| Log. Reg.Validation=5-fold CV, Rule=average-tie2026.04 | 63.02 | 16.38 | |
| TabTValidation=5-fold CV, Rule=average-tie2026.04 | 62.96 | 19.31 | |
| NODEValidation=5-fold CV, Rule=average-tie2026.04 | 62.56 | 16.63 | |
| MLPValidation=5-fold CV, Rule=average-tie2026.04 | 61.5 | 14.13 | |
| 1D CNNValidation=5-fold CV, Rule=average-tie2026.04 | 60.78 | 15.25 | |
| AutoIntValidation=5-fold CV, Rule=average-tie2026.04 | 59.28 | 21.63 | |
| DeepFMValidation=5-fold CV, Rule=average-tie2026.04 | 58.92 | 22 | |
| CatBoostValidation=5-fold CV, Rule=average-tie2026.04 | 58.8 | 12.13 | |
| SVMValidation=5-fold CV, Rule=average-tie2026.04 | 58.72 | 22.31 | |
| LGBMValidation=5-fold CV, Rule=average-tie2026.04 | 58.56 | 21 | |
| XGBoostValidation=5-fold CV, Rule=average-tie2026.04 | 58.41 | 12.06 | |
| TabulaRNNValidation=5-fold CV, Rule=average-tie2026.04 | 57.82 | 20.06 | |
| Decision TreeValidation=5-fold CV, Rule=average-tie2026.04 | 57.79 | 18.56 | |
| Random ForestValidation=5-fold CV, Rule=average-tie2026.04 | 57.61 | 14 | |
| TANGOSValidation=5-fold CV, Rule=average-tie2026.04 | 56.98 | 24 | |
| ProtoGateValidation=5-fold CV, Rule=average-tie2026.04 | 56.68 | 24.13 |