Evaluation and Identification of the Neuroprotective Compounds of Xiaoxuming Decoction by Machine Learning: A Novel Mode to Explore the Combination Rules in Traditional Chinese Medicine Prescription

<div>The comparison of MCC value made by four single classifiers and s-NB-LPFP6 model with different sets of descriptors against hypoxia-induced neurotoxicity (a and b) and H<sub>2</sub>O<sub>2</sub>-induced neurotoxicity (c and d) on training set (a and c) and test set (b and d).</div>

BioMed Research International

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Figure 4

Figure 4: Evaluation and Identification of the Neuroprotective Compounds of Xiaoxuming Decoction by Machine Learning: A Novel Mode to Explore the Combination Rules in Traditional Chinese Medicine Prescription 

Figure 4 | Evaluation and Identification of the Neuroprotective Compounds of Xiaoxuming Decoction by Machine Learning: A Novel Mode to Explore the Combination Rules in Traditional Chinese Medicine Prescription 