Table 5.
Mortality | CA-mortality | ALL-mortality | |||||||
|
AUROCb | F1 | Precision | Recall | AUROC | F1 | Precision | Recall | |
Single-task learning | 0.658 | 0.014 | 0.010 | 0.024 | 0.663 | 0.130 | 0.101 | 0.180 | |
Multitask learning | 0.752 | 0.049 | 0.041 | 0.060 | 0.711 | 0.147 | 0.093 | 0.349 |
aCA-mortality: cardiac arrest mortality (30-day mortality after CA records); ALL-mortality: 30-day mortality after all records.
bAUROC: area under the receiver operating characteristic.