Test EEG dataset | Train EEG dataset | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 | H9 | H10 | Avg. | StDev | ||
S1E | 62.5 | 75.0 | 97.5 | 85.0 | 72.5 | 47.5 | 87.5 | 90.0 | 87.5 | 72.5 | 77.8 | 14.9 | |
S1L | 75.0 | 70.0 | 80.0 | 75.0 | 42.5 | 77.5 | 57.5 | 70.0 | 82.5 | 67.5 | 69.8 | 11.9 | |
S2E | 70.0 | 62.5 | 60.0 | 77.5 | 50.0 | 62.5 | 70.0 | 50.0 | 87.5 | 65.0 | 65.5 | 11.5 | |
S2L | 57.5 | 50.0 | 55.0 | 55.0 | 40.0 | 55.0 | 60.0 | 52.5 | 62.5 | 57.5 | 54.5 | 6.2 | |
S3E | 75.0 | 53.1 | 81.3 | 75.0 | 62.5 | 78.1 | 84.4 | 78.1 | 81.3 | 75.0 | 74.4 | 9.5 | |
S3L | 77.5 | 60.0 | 87.5 | 72.5 | 52.5 | 85.0 | 70.0 | 80.0 | 92.5 | 90.0 | 76.8 | 13.1 | |
S4E | 70.0 | 57.5 | 40.0 | 65.0 | 60.0 | 65.0 | 67.5 | 52.5 | 62.5 | 72.5 | 61.3 | 9.5 | |
S4L | 52.5 | 70.0 | 40.0 | 50.0 | 55.0 | 70.0 | 47.5 | 55.0 | 60.0 | 57.5 | 55.8 | 9.4 | |
S5E | 90.0 | 55.0 | 65.0 | 90.0 | 75.0 | 80.0 | 55.0 | 72.5 | 65.0 | 72.5 | 72.0 | 12.5 | |
S5L | 82.5 | 57.5 | 60.0 | 77.5 | 80.0 | 55.0 | 47.5 | 85.0 | 70.0 | 95.0 | 71.0 | 15.4 | |
H1 | 72.5 | 75.0 | 92.5 | 97.5 | 97.5 | 87.5 | 100.0 | 97.5 | 100.0 | 91.1 | 10.6 | ||
H2 | 62.5 | 37.5 | 62.5 | 80.0 | 55.0 | 67.5 | 90.0 | 55.0 | 82.5 | 65.8 | 16.3 | ||
H3 | 95.0 | 65.0 | 85.0 | 80.0 | 65.0 | 87.5 | 95.0 | 80.0 | 90.0 | 82.5 | 11.3 | ||
H4 | 80.0 | 72.5 | 77.5 | 57.5 | 65.0 | 77.5 | 82.5 | 90.0 | 90.0 | 76.9 | 10.7 | ||
H5 | 85.0 | 72.5 | 55.0 | 52.5 | 52.5 | 65.0 | 80.0 | 60.0 | 85.0 | 67.5 | 13.5 | ||
H6 | 100.0 | 65.0 | 65.0 | 97.5 | 87.5 | 80.0 | 70.0 | 95.0 | 87.5 | 83.1 | 13.7 | ||
H7 | 92.5 | 65.0 | 92.5 | 82.5 | 87.5 | 72.5 | 92.5 | 92.5 | 65.0 | 82.5 | 11.9 | ||
H8 | 100.0 | 80.0 | 60.0 | 90.0 | 90.0 | 80.0 | 72.5 | 90.0 | 92.5 | 83.9 | 12.1 | ||
H9 | 95.0 | 55.0 | 67.5 | 97.5 | 80.0 | 92.5 | 65.0 | 100.0 | 97.5 | 83.3 | 17.0 | ||
H10 | 87.5 | 67.5 | 80.0 | 85.0 | 85.0 | 87.5 | 70.0 | 95.0 | 100.0 | 84.2 | 10.5 | ||
Healthy datasets | 80.1 | 14.4 | |||||||||||
All stroke datasets | 67.9 | 13.7 | |||||||||||
Early stroke datasets | 70.2 | 12.8 | |||||||||||
Late stroke datasets | 65.6 | 14.3 |