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. 2021 Apr 15;9:630355. doi: 10.3389/fcell.2021.630355

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Copyright © 2021 Li, Wang, Zhou, Jin, Wang, Albahde, Wu, Li, Zhang, Li and Ye.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Random forest diagnostic model. (A) MDS plot shows the three-dimensional distances between different disease. (B) Line plot shows the out-of-bag error (OOB error) of the model with “mtry” parameter setting at 2, 5, and 10. (C) Line plot shows the stability of the model with different “tree” parameter settings. (D) Histogram of the importance of each ES score in the model.