Table 6 Random forest with three category subset
From: Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
Three category subset | Sampling | mtry | ntree | AUC (SD) |
|---|---|---|---|---|
Comorbidities + procedures + demographics | Under | 3 | 2000 | 0.7894 (0.0035) |
Comorbidities + procedures + cardiac events | Under | 3 | 500 | 0.7810 (0.0038) |
Comorbidities + procedurse + complications | Under | 3 | 2000 | 0.7804 (0.0036) |
Comorbidities + procedures + medications | Under | 3 | 2000 | 0.7829 (0.0039) |
Comorbidities + procedures + insurance | Under | 3 | 1500 | 0.7827 (0.0038) |
Comorbidities + procedures + utilization | Under | 3 | 2750 | 0.7825 (0.0040) |