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

Table 10

In-hospital death.

Methods	Recall	Precision	Accuracy	F1
TiCTM (K = 5)	0.6492	0.5773	0.7186	0.6097
TiCTM (K = 10)	0.6190	0.5747	0.7138	0.5953
LDA (K = 5)	0.3421	0.6753	0.7174	0.4528
LDA (K = 10)	0.4284	0.6414	0.7202	0.5128
Linear regression	0.4771	0.4723	0.6407	0.4736