Table 6 Mean classification accuracy, sensitivity and specificity with standard deviation for ‘Walk’ vs. ‘Stop’ 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(%) | 74.17 ±4.05 | 74.23 ±5.31 | 71.86 ±4.88 | 74.38 ±6.17 | 74.12 ±4.12 |
Mean sensitivity(%) | 71.38 ±4.14 | 64.57 ±7.74 | 66.14 ±6.95 | 66.49 ±7.84 | 70.24 ±6.45 |
Mean specificity(%) | 76.90 ±7.77 | 83.56 ±6.82 | 77.24 ±6.42 | 82.00 ±9.28 | 77.78 ±7.01 |