Table 2.

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

Classifiers	ACC (%)	SEN (%)	SPE (%)	PRE (%)
KNN	92.19	89.94	94.70	95.00
DT	76.88	78.67	75.29	73.75
LR	82.19	82.80	81.60	81.25
Linear SVM	74.06	74.84	73.33	72.50
Quadratic SVM	83.44	83.65	83.23	83.13
Cubic SVM	90.94	100.00	84.66	81.88