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. 2020 Nov 3;22(11):1248. doi: 10.3390/e22111248

Table 3.

Performance measures of the SampEn features across all channels after using the PCA method with the KNN, DT, LR, linear SVM, quadratic SVM and cubic SVM classifiers.

Classifiers ACC (%) SEN (%) SPE (%) PRE (%)
KNN 95.31 96.25 94.38 97.47
DT 89.06 90.00 88.13 88.34
LR 90.94 90.63 91.25 91.19
Linear SVM 87.81 90.63 85.00 85.80
Quadratic SVM 95.52 94.24 96.92 97.06
Cubic SVM 97.25 97.50 97.04 97.00