Research Article
Natural Language Processing Algorithms for Normalizing Expressions of Synonymous Symptoms in Traditional Chinese Medicine
Table 9
Model comparison.
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Note.a means the ability to handle complex symptoms, if the model has this ability, it is evaluated for performance using F1-score; b means the ability to retrieve normalized symptoms, if the model has this ability, it is evaluated for performance using top 10 recall; c stands for the overall performance of normalizing single symptoms and complex symptoms, if the model has the ability of handling single symptoms and complex symptoms, it is evaluated by F1-score. √ indicates that the model has this ability or can be evaluated for overall performance. × indicates that the model does not have this ability or cannot be evaluated for overall performance. |