AMR Resistance Rate Forecasting on WHO GLASS 2023 (test)
6.13Test MAEXGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoost2026.02 | 6.13 | 5.83 | 49.72 | 9.57 | 0.885 | |
| LightGBM2026.02 | 6.3 | 6 | 50.55 | 9.76 | 0.881 | |
| LSTM2026.02 | 7.15 | 6.79 | 54.05 | 10.84 | 0.853 | |
| Linear Regression2026.02 | 8.13 | 7.78 | 61.67 | 11.67 | 0.83 | |
| Ridge Regression2026.02 | 8.15 | 7.79 | 61.64 | 11.67 | 0.83 | |
| Naive Baselineprediction_strategy=Predicting all test observations as a single constant (the final training-set resistance value)2026.02 | 41.79 | 40.77 | 103.23 | 48.15 | — |