Table 6.
Readmission | CA-readmission | ALL-readmission | |||||||
|
AUROCb | F1 | Precision | Recall | AUROC | F1 | Precision | Recall | |
Single-task learning | 0.847 | 0.214 | 0.162 | 0.315 | 0.872 | 0.554 | 0.424 | 0.801 | |
Multitask learning | 0.852 | 0.209 | 0.152 | 0.335 | 0.889 | 0.562 | 0.430 | 0.811 |
aCA-readmission: cardiac arrest readmission (30-day readmission after CA records); ALL-readmission: 30-day readmission after all records.
bAUROC: area under the receiver operating characteristic.