From: Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
One category subset | Sampling | mtry | ntree | AUC (SD) |
---|---|---|---|---|
Demographics | Under | 3 | 250 | 0.6695 (0.0059) |
Cardiac Events | Under | 3 | 2250 | 0.6327 (0.0093) |
Comorbidities | Under | 3 | 2750 | 0.7459 (0.0045) |
Complications | Under | 3 | 1500 | 0.5804 (0.0069) |
Procedures | Under | 3 | 1250 | 0.7183 (0.0061) |
Medications | Under | 3 | 1500 | 0.6317 (0.0055) |
Insurance | Under | 3 | 1250 | 0.6127 (0.0068) |
Utilization | Under | 3 | 2500 | 0.6224 (0.0055) |