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. 2021 Oct 8;12:711880. doi: 10.3389/fneur.2021.711880

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Copyright © 2021 Su, Zhao, Wang, Tu, Guo and Yang.

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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Classification of cervical spondylotic myelopathy patients from healthy controls. Classification of cervical spondylotic myelopathy from healthy adults. (A) The classification accuracies obtained from both feature-selection and no-feature-selection models in dataset 1. (B) The classification accuracies obtained from both the feature-selection model and the no-feature-selection model in dataset 2. (C) The classification accuracies obtained both from both the feature-selection and no-feature-selection models during the cross-site validation procedure. The corresponding ROC curve and AUC were also illustrated. CR, correct rate; ROC, receiver operating characteristic; AUC, area the under curve.