A Time-Critical Topic Model for Predicting the Survival Time of Sepsis Patients

Table 11

Survival 7 days after discharge.

Methods	Recall	Precision	Accuracy	F1
TiCTM (K = 5)	0.8174	0.5360	0.6725	0.6447
TiCTM (K = 10)	0.7743	0.5250	0.6582	0.6225
LDA (K = 5)	0.5295	0.6258	0.7098	0.5728
LDA (K = 10)	0.5662	0.5641	0.6800	0.5645
Linear regression	0.5768	0.472	0.6085	0.5174