Skip to main content

Table 6 Experimental results of hybrid numberical and textual features

From: Prediction of blood culture outcome using hybrid neural network model based on electronic health records

Model

Precision (%)

Recall (%)

F-measure (%)

LR

83.55

85.23

84.38

NB

84.36

87.68

85.99

SVM

86.12

87.41

86.76

ADT

85.72

87.39

86.55

CNN

87.36

88.69

88.01

BiLSTM

87.16

90.01

88.56

CNN+DAE

89.21

90.36

90.01

BiLSTM+DAE

90.32

91.59

90.96

ABiLSTM+DAE

90.15

92.35

91.23

AVG

87.11

89.68

88.05

Back to article page

BMC Medical Informatics and Decision Making

ISSN: 1472-6947

Contact us