Model Outcome AUC (train set) AUC (test set) Jaccard index Precision* Recall* F1 score* Accuracy Log loss
Antepartum model Massive blood loss 0.84 0.84 0.80 0.64 0.80 0.71 0.80 0.41
Prolonged hospitalization 0.80 0.81 0.82 0.66 0.82 0.73 0.82 0.42
Maternal ICU admission 0.85 0.82 0.74 0.73 0.74 0.69 0.74 0.49
Peripartum model Massive blood loss 0.88 0.86 0.82 0.80 0.82 0.75 0.82 0.38
Prolonged hospitalization 0.86 0.90 0.84 0.86 0.84 0.78 0.84 0.35
Maternal ICU admission 0.88 0.86 0.79 0.80 0.79 0.76 0.79 0.44