Table 1 Performance of RF and XGB classifiers for predicting age using a feature space of inter-tissue marker genes.
From: A computational framework for detecting inter-tissue gene-expression coordination changes with aging
Algorithm name | Accuracy (%) | Recall (%) | Precision (%) | F1 Score (%) | AUC (%) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
All Features | Lasso | All Features | Lasso | All Features | Lasso | All Features | Lasso | All Features | Lasso | |
RF | 65.9 | 81.7 | 87.8 | 98.0 | 65.9 | 77.9 | 73.9 | 86.5 | 70.9 | 88.8 |
XGB | 55.0 | 70.8 | 72.9 | 80.8 | 60.5 | 71.7 | 64.5 | 75.9 | 60.1 | 74.3 |
