Datasets:
| # Classical exploratory ablations | |
| Evaluation partition: validation. | |
| Logistic regression; all preprocessing fitted on training only. These are not OpenTSLM results. | |
| No hyperparameter selection used test data. Ablations measure association, not causality. | |
| | Features | Macro-F1 (present classes) | Accuracy | | |
| |---|---:|---:| | |
| | all_sources | 0.5844 | 0.7000 | | |
| | food_history_only | 0.6032 | 0.7339 | | |
| | without_shipping | 0.5927 | 0.7036 | | |
| | without_conflict | 0.5113 | 0.6304 | | |
| | without_rainfall | 0.5615 | 0.6772 | | |
| | without_prices | 0.6104 | 0.7315 | | |