From: An ensemble model for predicting dispositions of emergency department patients
Model | Disposition | Accuracy | AUROC | F1 | Precision | Recall |
---|---|---|---|---|---|---|
BOW | Admission | 0.908 | 0.938 | 0.920 | 0.932 | 0.909 |
Expire | 0.738 | 0.940 | 1.000 | 1.000 | 1.000 | |
Discharge | 0.958 | 0.938 | 0.970 | 0.940 | 1.000 | |
TF-IDF | Admission | 0.910 | 0.942 | 0.920 | 0.931 | 0.910 |
Expire | 0.691 | 0.957 | 1.000 | 1.000 | 1.000 | |
Discharge | 0.957 | 0.942 | 0.970 | 0.942 | 1.000 |