Table 3 GROUP I: classification results

TEST 1 SVM trained and tested with individual data

93.9 ± 4.4

TEST 2 SVM trained with dataset from a composite of all subjects and tested with the remaining dataset

89.6 ± 4.4

TEST 3 SVM trained with dataset from a composite of 7 subjects and tested with a dataset from 2 worst subjects

79.1

TEST 4 SVM trained with dataset from a composite of 7 subjects and tested with a dataset from 2 good subjects

97.5