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

Table 13

Survival 30 days after discharge.

Methods	Recall	Precision	Accuracy	F1
TiCTM (K = 5)	0.8786	0.5395	0.6276	0.6655
TiCTM (K = 10)	0.8562	0.5419	0.6288	0.6608
LDA (K = 5)	0.6353	0.6018	0.6661	0.6179
LDA (K = 10)	0.6593	0.5594	0.6339	0.6045
Linear regression	0.6287	0.4968	0.5707	0.5530