| One-stage model (log data) | Two-stage model (log data) | LASSO | RF | MLP |
---|---|---|---|---|---|
0–2 days | 0.744 (0.739, 0.749) | 0.736 (0.731, 0.741) | 1.596 (1.585, 1.607) | 1.313 (1.305, 1.321) | 1.638 (1.626, 1.648) |
2–4 days | 0.713 (0.709, 0.718) | 0.705 (0.700, 0.709) | 1.046 (1.037, 1.058) | 1.035 (1.027, 1.047) | 1.155 (1.142, 1.168) |
4–7 days | 1.782 (1.771, 1.794) | 1.760 (1.750, 1.772) | 1.492 (1.474, 1.509) | 1.586 (1.571, 1.600) | 1.730 (1.713, 1.746) |
0–7 days | 0.927 (0.922, 0.930) | 0.915 (0.911, 0.919) | 1.358 (1.351, 1.366) | 1.254 (1.248, 1.261) | 1.464 (1.456, 1.471) |