| Our model | RSF | Cox | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Precision | Recall | AUC | C-index | Precision | Recall | AUC | C-index | Precision | Recall | AUC | C-index | |
Mortality | 0.9212 | 0.8663 | 0.8986 | 0.8804 | 0.8468 | 0.8962 | 0.8377 | 0.8178 | 0.7576 | 0.8025 | 0.7221 | 0.7676 |
Renal | 0.9237 | 0.9180 | 0.8763 | 0.8269 | 0.8855 | 0.8563 | 0.8577 | 0.8194 | 0.7625 | 0.7803 | 0.8008 | 0.7470 |
PVD | 0.8913 | 0.8565 | 0.8880 | 0.8701 | 0.8922 | 0.8617 | 0.8517 | 0.7701 | 0.7779 | 0.7289 | 0.7517 | 0.7848 |
Neurological | 0.9104 | 0.9252 | 0.9111 | 0.8318 | 0.8842 | 0.8223 | 0.8480 | 0.8511 | 0.7874 | 0.7434 | 0.7969 | 0.7706 |
Ophthalmological | 0.8902 | 0.8766 | 0.9065 | 0.8208 | 0.8557 | 0.8234 | 0.8643 | 0.8237 | 0.7671 | 0.7522 | 0.7814 | 0.7517 |
Ischemic stroke | 0.8998 | 0.9010 | 0.8885 | 0.8527 | 0.8367 | 0.8983 | 0.8634 | 0.8484 | 0.7925 | 0.7752 | 0.7884 | 0.7538 |
AF | 0.9352 | 0.8641 | 0.8998 | 0.8740 | 0.8194 | 0.8733 | 0.8523 | 0.8125 | 0.7747 | 0.7571 | 0.7742 | 0.7647 |
HF | 0.8963 | 0.9175 | 0.8947 | 0.8943 | 0.8700 | 0.8533 | 0.8330 | 0.7767 | 0.8047 | 0.7708 | 0.7585 | 0.7749 |
ICH | 0.7893 | 0.7992 | 0.7156 | 0.7154 | 0.7918 | 0.7796 | 0.7034 | 0.7070 | 0.6405 | 0.6590 | 0.6857 | 0.6414 |
IHD | 0.8829 | 0.8948 | 0.9108 | 0.8528 | 0.8775 | 0.8375 | 0.8328 | 0.87964 | 0.7720 | 0.7579 | 0.7985 | 0.7738 |
AMI | 0.9073 | 0.9077 | 0.8861 | 0.8386 | 0.8689 | 0.8455 | 0.8246 | 0.7782 | 0.7815 | 0.7640 | 0.7499 | 0.7845 |
Osteoporosis | 0.7341 | 0.7142 | 0.7014 | 0.6372 | 0.6565 | 0.7487 | 0.7372 | 0.6244 | 0.6760 | 0.6717 | 0.6890 | 0.5857 |
Dementia | 0.8837 | 0.8651 | 0.8660 | 0.8784 | 0.8354 | 0.8594 | 0.8549 | 0.8790 | 0.7566 | 0.7575 | 0.7345 | 0.7772 |