Table 2 Prediction performance for Logistic Regression (LR) and Random Forests (RF) models
From: Analysis of risk factors progression of preterm delivery using electronic health records
Number of weeks | 0 | 12 | 24 |
|---|---|---|---|
AUC - LR | 69.59 ±0.53% | 69.25 ±0.91% | 74.30 ±0.20% |
AUC - RF | 66.63 ±0.57% | 67.46 ±0.28% | 72.28 ±1.03% |
PRC - LR | 94.82 ±0.12% | 94.73 ±0.12% | 95.49 ±0.14% |
PRC - RF | 94.16 ±0.09% | 94.41 ±0.09% | 95.18 ±0.32% |