Journal of Cloud Computing

Advances, Systems and Applications

Table 1 Average macro accuracy and F1-score for disease prediction

From: Cloud-based intelligent self-diagnosis and department recommendation service using Chinese medical BERT

Methods	Average macro (Top-1)		Average macro (Top-5)		Average macro (Top-10)
	Accuracy	F1-score	Accuracy	F1-score	Accuracy	F1-score
TextCNN	65.38	60.6	92.91	91.49	97.27	96.73
LSTM	64.18	59.68	91.9	90.08	96.61	95.87
LEAM	63.44	55.79	92.1	90.2	96.9	96.3
Transformer	65.11	59.97	92.74	91.24	97.12	96.6
BERT-base	65.95	61.36	93.11	91.59	97.28	96.78
BERT-wwm	66.12	61.56	93.06	91.47	97.34	96.82
CHMBERT	66.28	61.95	93.08	91.58	97.27	96.83

The best performance is boldfaced

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