Table 7 Lasso logistic regression with four category subset
From: Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
Four category subset | Sampling | Lambda | AUC (SD) |
|---|---|---|---|
Comorbidities + procedures + demographics + cardiac events | Under | 0.000527 | 0.7946 (0.0036) |
Comorbidities + procedures + demographics + complications | Under | 0.000466 | 0.7944 (0.0036) |
Comorbidities + procedures + demographics + medications | Under | 0.000919 | 0.7948 (0.0035) |
Comorbidities + procedures + demographics + insurance | Both | 0.000409 | 0.7949 (0.0034) |
Comorbidities + procedures + demographics + Utilization | Both | 0.000441 | 0.7955 (0.0036) |