Table 3 Comparison of predictive performances for the methods
Method | Recall | Selectivity | Precision | Accuracy | AUC |
|---|---|---|---|---|---|
Logistic regression (LR) | 63.05% | 57.04% | 88.03% | 62.05% | 0.638 |
Elastic net regression (EN) | 63.14% | 55.47% | 86.25% | 61.73% | 0.627 |
Decision tree (DT) | 63.34% | 53.33% | 82.97% | 61.16% | 0.610 |
Random forest (RF) | 88.57% | 88.93% | 93.10% | 88.70% | 0.951 |