Classification on Flood Risk in India Standard (5-fold CV)
51.55AccuracyZAYAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZAYANValidation=5-fold CV, Rule=average-tie2026.04 | 51.55 | 1.06 | |
| XGBoostValidation=5-fold CV, Rule=average-tie2026.04 | 51.53 | 12.06 | |
| TabPFNv2Validation=5-fold CV, Rule=average-tie2026.04 | 51.52 | 17.5 | |
| TabMValidation=5-fold CV, Rule=average-tie2026.04 | 51.49 | 6.94 | |
| TabICLValidation=5-fold CV, Rule=average-tie2026.04 | 51.27 | 3.38 | |
| Decision TreeValidation=5-fold CV, Rule=average-tie2026.04 | 51.1 | 18.56 | |
| TANGOSValidation=5-fold CV, Rule=average-tie2026.04 | 51 | 24 | |
| NODEValidation=5-fold CV, Rule=average-tie2026.04 | 50.95 | 16.63 | |
| GBMValidation=5-fold CV, Rule=average-tie2026.04 | 50.87 | 11.94 | |
| TabNetValidation=5-fold CV, Rule=average-tie2026.04 | 50.73 | 17 | |
| 1D CNNValidation=5-fold CV, Rule=average-tie2026.04 | 50.53 | 15.25 | |
| MLPValidation=5-fold CV, Rule=average-tie2026.04 | 50.47 | 14.13 | |
| KNNValidation=5-fold CV, Rule=average-tie2026.04 | 50.4 | 13.94 | |
| TabulaRNNValidation=5-fold CV, Rule=average-tie2026.04 | 50.34 | 20.06 | |
| AdaBoostValidation=5-fold CV, Rule=average-tie2026.04 | 50.33 | 18.25 | |
| Random ForestValidation=5-fold CV, Rule=average-tie2026.04 | 50.3 | 14 | |
| FT-TValidation=5-fold CV, Rule=average-tie2026.04 | 50.27 | 16.38 | |
| TANDEMValidation=5-fold CV, Rule=average-tie2026.04 | 50.26 | 6.06 | |
| ProtoGateValidation=5-fold CV, Rule=average-tie2026.04 | 50.11 | 24.13 | |
| TabTValidation=5-fold CV, Rule=average-tie2026.04 | 50 | 19.31 | |
| AutoIntValidation=5-fold CV, Rule=average-tie2026.04 | 49.72 | 21.63 | |
| DeepFMValidation=5-fold CV, Rule=average-tie2026.04 | 49.62 | 22 | |
| TabRValidation=5-fold CV, Rule=average-tie2026.04 | 49.59 | 9.25 | |
| TabSeqValidation=5-fold CV, Rule=average-tie2026.04 | 49.47 | 19.56 | |
| SVMValidation=5-fold CV, Rule=average-tie2026.04 | 49.4 | 22.31 | |
| CatBoostValidation=5-fold CV, Rule=average-tie2026.04 | 49.13 | 12.13 | |
| Naive BayesValidation=5-fold CV, Rule=average-tie2026.04 | 48.8 | 22.81 | |
| LGBMValidation=5-fold CV, Rule=average-tie2026.04 | 48.7 | 21 | |
| DCNValidation=5-fold CV, Rule=average-tie2026.04 | 48.69 | 22.38 | |
| SAINTValidation=5-fold CV, Rule=average-tie2026.04 | 48.2 | 19.13 | |
| Log. Reg.Validation=5-fold CV, Rule=average-tie2026.04 | 47.7 | 16.38 |