Table 3 Binary classification accuracies using the MNet and SVM.

From: Automatic diagnosis of neurological diseases using MEG signals with a deep neural network

 

MNet Accuracy (%)

SVM Accuracy (%)

p-value

HS vs. EP

88.7 ± 9.3

83.6 ± 7.8

4.2 × 10−2

HS vs. SCI

60.4 ± 16.1

61.4 ± 17.4

5.7 × 10−1

EP vs. SCI

79.8 ± 11.7

77.4 ± 13.4

9.3 × 10−2

  1. HS: Healthy subjects; SCI: Patients with spinal cord injury; EP: Patients with epilepsy.
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