[Retracted] Utilization of Bioinorganic Nanodrugs and Nanomaterials for the Control of Infectious Diseases Using Deep Learning

Table 7

Detection of F1 measure, recall, and accuracy of entities.

Methods	Symptoms			Lab tests			Screening examination			Diagnosis
	Rec	Acc	F1-m	Rec	Acc	F1-m	Rec	Acc	F1-m	Rec	Acc	F1-m
CRF++	72.3	71.4	78.0	77.9	84.5	69.8	72.6	88.7	80.6	88.2	88.6	82.1
LSTM-CRF	76.9	69.7	79.2	78.1	80.5	77.2	84.6	89.6	90.8	80.2	78.8	74.2
HMM	54.3	85.3	87.5	81.8	87.8	82.5	91.2	90.2	91.5	89.6	88.5	80.2
BiLSTM-CRF	87.5	88.4	90.1	87.5	87.8	91.8	90.6	91.2	82.6	85.3	84.1	82.1
RNN-ABC	98.9	96.9	95.3	94.0	93.4	92.4	97.2	92.4	93.2	90.3	92.4	90.2