Table 5 Mean classification accuracy, sensitivity and specificity with standard deviation for ‘Rest’ vs. ‘Start’ classification
From: Prediction of gait intention from pre-movement EEG signals: a feasibility study
| Â | Data windows | ||||
|---|---|---|---|---|---|
| Â | [-1 1] | [-1.5 0.5] | [-2 0] | [-1.5 0] | [-1 0] |
Mean accuracy(%) | 76.69 ±4.14 | 74.72 ±4.42 | 73.14 ±3.92 | 73.98 ±4.62 | 76.41 ±4.47 |
Mean sensitivity(%) | 71.36 ±6.19 | 66.10 ±6.73 | 66.41 ±10.54 | 65.32 ±8.38 | 72.85 ±7.48 |
Mean specificity(%) | 82.46 ±4.86 | 82.67 ±7.77 | 79.58 ±9.22 | 82.41 ±9.77 | 79.93 ±5.50 |