Table 1 The four hyperparameter sets for XGBoost considered in the analysis during the ranking process
Set | \({\eta }\) | colsample_bytree | subsample | colsample_bylevel | max_depth |
|---|---|---|---|---|---|
1 | 0.01 | 0.9 | 0.9 | 0.9 | 2 |
2 | 0.05 | 0.8 | 0.8 | 0.8 | 2 |
3 | 0.05 | 0.8 | 0.8 | 0.8 | 3 |
4 | 0.1 | 0.8 | 0.8 | 0.8 | 2 |