Table 1.

Performance outcome of the SVM classifier for binary-normalised data

Kernel	Validation method	Classification accuracy (%)
Linear	Conventional validation	86.91 ± 1.47
RBF		89.54 ± 0.39
Linear	Ten-fold cross-validation	90.13 ± 0.54
RBF		91.47 ± 1.66