Table 3 Performance Metrics of the XGBoost Model on the training, validation, and Testing datasets
From: Death risk prediction model for patients with non-traumatic intracerebral hemorrhage
Training set | Validation set | Testing set | |
|---|---|---|---|
Accuracy | 0.7402(0.7076, 0.7709) | 0.6378(0.5754, 0.697) | 0.689 (0.6281, 0.7454) |
Sensitivity | 0.7071 | 0.5470 | 0.7949 |
Specificity | 0.7664 | 0.7153 | 0.5985 |
Precision | 0.7050 | 0.6214 | 0.6284 |
F1 score | 0.7061 | 0.5818 | 0.7019 |