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. 2018 Jun 21;12:416. doi: 10.3389/fnins.2018.00416

Table 6.

The averaged performance of the SVM classifiers.

Classifier accuracy/AUC Training set Test set
SVM classifier I 96.20% ± 2.72%/0.9984 ± 0.0036 94.27% ± 4.93%/0.9920 ± 0.0118
SVM classifier II 97.87% ± 2.17%/0.9999 ± 0.0006 97.51% ± 2.76%/0.9973 ± 0.0066