Table 5 Lasso logistic regression with three category subset
From: Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients
Three category subset | Sampling | Lambda | AUC (SD) |
|---|---|---|---|
Comorbidities + procedures + demographics | Under | 0.000489 | 0.7942 (0.0035) |
Comorbidities + procedures + cardiac events | Both | 0.000565 | 0.7851 (0.0039) |
Comorbidities + procedures + complications | Both | 0.000481 | 0.7850 (0.0040) |
Comorbidities + procedures + medications | Both | 0.000467 | 0.7860 (0.0040) |
Comorbidities + procedures + insurance | Both | 0.000362 | 0.7860 (0.0039) |
Comorbidities + procedures + utilization | Both | 0.000480 | 0.7862 (0.0040) |