Table 2 Performance of RF and XGB classification models with cross-tissue pathway scores as features.
From: A computational framework for detecting inter-tissue gene-expression coordination changes with aging
Algorithm name | Accuracy (%) | Recall (%) | Precision (%) | F1 Score (%) | AUC (%) |
|---|---|---|---|---|---|
RF | 76.8 | 83.3 | 78.7 | 80.4 | 82.5 |
XGB | 74.2 | 81.3 | 77.9 | 78.9 | 83.6 |