Out-of-sample (fivefold cross-validation) performance comparisons among Cox model, RSF model and RSF-NMF model with all variables
| Precision | Recall | F1-score | |
| Cox model | 0.7565 | 0.7280 | 0.7420 |
| RSF model | 0.8338 | 0.8531 | 0.8433 |
| RSF-NMF model | 0.8712 | 0.8881 | 0.8796 |
P-values less than 0.05 are shown in bold text.
NMF, non-negative matrix factorisation; RSF, random survival forest.