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Table 6 Classification result based on 2DCNN model using single and multi-channel

From: Automatic seizure detection using three-dimensional CNN based on multi-channel EEG

  Prediction Accuracy Specificity Sensitivity
Inter-ictal Pre-ictal ictal
Single channel Inter-ictal 813 124 63 87.53% 90.65% 81.30%
Pre-ictal 92 864 44 90.20% 92.1% 86.40%
Ictal 95 34 871 92.13% 94.65% 87.10%
Multi channel Inter-ictal 822 119 59 88.13% 91.10% 82.20%
Pre-ictal 107 838 55 89.20% 91.90% 83.80%
Ictal 71 43 886 92.40% 94.30% 88.60%