Classification on Pluvial Flood 50% noise added Noisy (5-fold CV)
93.61AccuracyZAYAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZAYANValidation=5-fold CV, Rule=average-tie2026.04 | 93.61 | 1.06 | |
| TabICLValidation=5-fold CV, Rule=average-tie2026.04 | 90.75 | 3.38 | |
| TANDEMValidation=5-fold CV, Rule=average-tie2026.04 | 90.72 | 6.06 | |
| NODEValidation=5-fold CV, Rule=average-tie2026.04 | 90.65 | 16.63 | |
| TabRValidation=5-fold CV, Rule=average-tie2026.04 | 89.88 | 9.25 | |
| CatBoostValidation=5-fold CV, Rule=average-tie2026.04 | 89.87 | 12.13 | |
| AdaBoostValidation=5-fold CV, Rule=average-tie2026.04 | 89.87 | 18.25 | |
| XGBoostValidation=5-fold CV, Rule=average-tie2026.04 | 89.87 | 12.06 | |
| GBMValidation=5-fold CV, Rule=average-tie2026.04 | 89.85 | 11.94 | |
| TabMValidation=5-fold CV, Rule=average-tie2026.04 | 89.64 | 6.94 | |
| MLPValidation=5-fold CV, Rule=average-tie2026.04 | 89.14 | 14.13 | |
| FT-TValidation=5-fold CV, Rule=average-tie2026.04 | 88.44 | 16.38 | |
| 1D CNNValidation=5-fold CV, Rule=average-tie2026.04 | 87.11 | 15.25 | |
| SAINTValidation=5-fold CV, Rule=average-tie2026.04 | 86.92 | 19.13 | |
| TabNetValidation=5-fold CV, Rule=average-tie2026.04 | 86.89 | 17 | |
| Random ForestValidation=5-fold CV, Rule=average-tie2026.04 | 86.45 | 14 | |
| LGBMValidation=5-fold CV, Rule=average-tie2026.04 | 84.93 | 21 | |
| DeepFMValidation=5-fold CV, Rule=average-tie2026.04 | 84.9 | 22 | |
| AutoIntValidation=5-fold CV, Rule=average-tie2026.04 | 82.76 | 21.63 | |
| Log. Reg.Validation=5-fold CV, Rule=average-tie2026.04 | 82.07 | 16.38 | |
| TabTValidation=5-fold CV, Rule=average-tie2026.04 | 79.78 | 19.31 | |
| DCNValidation=5-fold CV, Rule=average-tie2026.04 | 78.68 | 22.38 | |
| KNNValidation=5-fold CV, Rule=average-tie2026.04 | 76.7 | 13.94 | |
| TabulaRNNValidation=5-fold CV, Rule=average-tie2026.04 | 74.92 | 20.06 | |
| SVMValidation=5-fold CV, Rule=average-tie2026.04 | 74.9 | 22.31 | |
| TANGOSValidation=5-fold CV, Rule=average-tie2026.04 | 73.56 | 24 | |
| ProtoGateValidation=5-fold CV, Rule=average-tie2026.04 | 70.46 | 24.13 | |
| Decision TreeValidation=5-fold CV, Rule=average-tie2026.04 | 70.41 | 18.56 | |
| Naive BayesValidation=5-fold CV, Rule=average-tie2026.04 | 62.81 | 22.81 | |
| TabSeqValidation=5-fold CV, Rule=average-tie2026.04 | 40.67 | 19.56 |