Table 3 Lasso logistic regression with two category subset
From: Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
Two category subset | Sampling | Lambda | AUC (SD) |
|---|---|---|---|
Comorbidities + demographics | Both | 0.000508 | 0.7785 (0.0049) |
Comorbidities + cardiac events | Both | 0.000665 | 0.7568 (0.0054) |
Comorbidities + complications | Both | 0.000581 | 0.7537 (0.0054) |
Comorbidities + procedures | Both | 0.000489 | 0.7849 (0.0039) |
Comorbidities + medications | Both | 0.000543 | 0.7553 (0.0053) |
Comorbidities + insurance | Both | 0.000385 | 0.7563 (0.0056) |
Comorbidities + utilization | Both | 0.000567 | 0.7573 (0.0053) |