Supply Chain Delay Prediction on DataCo (test)
87.62F1 (Macro)EAGLE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EAGLEEvaluation Level=node-window, Sliding Window=14-day, Seeds=42026.04 | 87.62 | 97.73 | |
| LSTMEvaluation Level=node-window, Sliding Window=14-day, Seeds=42026.04 | 80.95 | 96.79 | |
| XGBoostModeling Type=Tabular, Aggregation=Order-level probabilities averaged within each (node, label window) pair, Evaluation Level=node-window, Sliding Window=14-day, Seeds=42026.04 | 63.79 | 74.55 | |
| GATEvaluation Level=node-window, Sliding Window=14-day, Seeds=42026.04 | 61.42 | 68.72 | |
| Random ForestModeling Type=Tabular, Aggregation=Order-level probabilities averaged within each (node, label window) pair, Evaluation Level=node-window, Sliding Window=14-day, Seeds=42026.04 | 60.52 | 72.49 |