Table 9 Performance evaluation with final category subset (comorbidities + procedure + demographics + utilization)
From: Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
Model | Sampling | AUC (SD) | Accuracy (SD) | Sensitivity (SD) | Specificity (SD) |
|---|---|---|---|---|---|
LLR | Both | 0.7955 (0.0036) | 0.7104 (0.0039) | 0.7490 (0.0076) | 0.7033 (0.0054) |
RF | Under | 0.7911 (0.0037) | 0.7890 (0.0043) | 0.5322 (0.0090) | 0.8367 (0.0051) |