TABLE V.
Smoking Status | nMLP | nParameter | ROC-AUC | F1-Score |
| ||||
b = 0.2 | 472 | 46,148 | 0.6762 | 0.6599 |
b = 0.4 | 192 | 28,248 | 0.6827 | 0.6230 |
b = 0.6 | 263 | 32,938 | 0.6992 | 0.6739 |
b = 0.8 | 104 | 18,506 | 0.6738 | 0.6613 |
b = 1.0 | 7 | 16,213 | 0.6915 | 0.3297 |
b = 1.2 | 3 | 16,113 | 0.6892 | 0.5370 |
| ||||
| ||||
BMI | nMLP | nParameter | MSE | RMSE |
| ||||
b = 0.2 | 472 | 12,573 | 13.1659 | 3.6285 |
b = 0.4 | 192 | 8,925 | 13.0051 | 3.6063 |
b = 0.6 | 263 | 9,847 | 13.0441 | 3.6117 |
b = 0.8 | 104 | 7,361 | 12.7841 | 3.5755 |
b = 1.0 | 7 | 6,483 | 13.6776 | 3.6983 |
b = 1.2 | 3 | 6,447 | 14.1868 | 3.7665 |