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. 2022 Apr 7;9(4):165. doi: 10.3390/bioengineering9040165

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© 2022 by the authors.

Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).

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(A) Schematic representation of the Sensitivity values for the 22 pathological patients, iteratively obtained by the Linear SVM model trained on the full set of features during the LOSO cross-validation. A total of 10 out of 22 pathological patients are characterized by Sensitivity values >0. (B) Schematic representation of the Sensitivity values for the 22 pathological patients, iteratively obtained by the Linear SVM model trained on the subset of two features selected through the mRMR algorithm during the LOSO cross-validation. A total of 7 out of 22 pathological patients are characterized by Sensitivity values >0.