Development of models for classification of action between heat-clearing herbs and blood-activating stasis-resolving herbs based on theory of traditional Chinese medicine

Table 4 Error classification CHMs with SVM and kNN on external validation set

Category of CHMs	Type of models	Accuracy (%)	Error classification CHMs
HCHs and BASRHs	SVM	85.0	Yu Gan Zi (Phyllanthus emblica L.), San Qi (Notoginseng radlx Et Rhizoma), Yin Xian Ye (Ginkgo folium)
HCHs and BASRHs	kNN	85.0	Niu Huang (Bovis calculus), Yu Gan Zi (Phyllanthus emblica L.), Yin Xian Ye (Ginkgo folium)

ISSN: 1749-8546