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

Table 12

Survival 14 days after discharge.

Methods	Recall	Precision	Accuracy	F1
TiCTM (K = 5)	0.8489	0.5263	0.6443	0.6472
TiCTM (K = 10)	0.8179	0.5223	0.6379	0.6351
LDA (K = 5)	0.5791	0.6049	0.6896	0.5915
LDA (K = 10)	0.6060	0.5512	0.6558	0.5769
Linear regression	0.5916	0.4700	0.5826	0.5223