Table 3.

Evaluation Measures in Zang organs syndrome identification.

Model	Evaluation Measures	Heart Disease	Liver Disease	Spleen Disease	Lung Disease	Nephropathy Disease
BERT	Precision	0.8530	0.9115	0.8932	0.8955	0.8777
	Recall	0.8832	0.9275	0.9079	0.8895	0.9260
	F1	0.8678	0.9195	0.9005	0.8925	0.9012
TEXTCNN	Precision	0.8203	0.8242	0.8458	0.7892	0.8627
	Recall	0.8038	0.8625	0.8684	0.8879	0.8877
	F1	0.8119	0.8429	0.8569	0.8356	0.8750
LSTM RNN	Precision	0.8033	0.7989	0.8534	0.8127	0.8009
	Recall	0.7986	0.8868	0.8821	0.8367	0.8053
	F1	0.8010	0.8405	0.8675	0.8245	0.8031
LSTM ATTENTION	Precision	0.8843	0.8758	0.7997	0.8631	0.8910
	Recall	0.8449	0.8505	0.8307	0.8624	0.8362
	F1	0.8641	0.8629	0.8148	0.8628	0.8627
TCM-BERT-CNN	Precision	0.8860	0.9121	0.8867	0.9396	0.9300
	Recall	0.9045	0.9295	0.9097	0.9308	0.9412
	F1	0.8951	0.9207	0.8980	0.9351	0.9356