Table 4 Experimental environment
Task | Hardware | OS | Language | Package (Library) |
|---|---|---|---|---|
- F-statistics - mRMR -Permutation Importance - Proposed Performance evaluation | Processor:AMD Ryzen 9 5900X 12-Core RAM:16GB, GPU:RTX3090 | Windows 11 | R 4.3.1 | mlr 2.19.1 ranger 0.15.1 mRMRe 2.1.2.1 Parallel (base) xgboost 1.7.5.1 caret 6.0–94 |
-GRACES -INF | Processor:Intel i7=10700 16-Core RAM:32.0GB GPU:RTX3080 | Ubuntu 20.04.6 LTS | Python 3.8.10 | pytorch 2.0.1 torch_geometric 2.3 sklearn 1.2.2 xgboost 1.7.6 numpy 1.24.3 pandas 2.0.2 scipy 1.10.1 |