Table 2.

AUC scores of sepsis-onset prediction task

Method	Case 1	Case 2	Average
MEWS	0.54	0.72	0.63
NEWS	0.52	0.72	0.62
SIRS	0.56	0.69	0.62
qSOFA	0.53	0.65	0.59
Logistic regression	0.89	0.79	0.84
Random forest	0.90	0.81	0.85
Gradient-boosting trees	0.91	0.81	0.86
GRU	0.88	0.80	0.84
LSTM	0.89	0.80	0.85
RETAIN	0.90	0.80	0.85
Dipole	0.90	0.81	0.86
Proposed model	0.94	0.84	0.89