A time series algorithm to predict surgery in neonatal necrotizing enterocolitis

Table 6 Comparison results with using single clinical feature

Evaluation metrics	CRP	I/T	PCT	WBC	LSTM + FL
Precision	0.893 ± 0.037	0.894 ± 0.033	0.891 ± 0.031	0.887 ± 0.034	0.952 ± 0.015
Recall	0.922 ± 0.012	0.802 ± 0.051	0.770 ± 0.095	0.739 ± 0.055	0.930 ± 0.015
F1 score	0.907 ± 0.016	0.844 ± 0.026	0.822 ± 0.049	0.804 ± 0.027	0.941 ± 0.012
AP	0.977 ± 0.010	0.955 ± 0.022	0.961 ± 0.023	0.932 ± 0.027	0.978 ± 0.006

ISSN: 1472-6947