Table 2. Cross-Subject Classification Results.
Cross-Correlations | ||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 Second Epochs | 4 Second Epochs | 5 Second Epochs | 10 Second Epochs | 20 Second Epochs | 40 Second Epochs | |||||||||||||||||||
CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | |
S1 | 57.6 | 60.6 | 63.8 | 1.6 | 61.9 | 66.3 | 70.7 | 2.2 | 61.2 | 65.9 | 71.1 | 2.5 | 69.5 | 75.7 | 80.9 | 3.2 | 73.5 | 82.4 | 89.7 | 4.1 | 82.4 | 91.2 | 100.0 | 4.2 |
S2 | 61.2 | 64.7 | 68.3 | 1.9 | 63.5 | 68.5 | 73.0 | 2.5 | 65.8 | 71.5 | 77.2 | 2.8 | 70.8 | 78.1 | 84.4 | 3.6 | 79.2 | 87.5 | 95.8 | 4.3 | 87.0 | 95.7 | 100.0 | 4.3 |
S3 | 52.0 | 55.8 | 59.6 | 1.9 | 54.7 | 59.4 | 64.9 | 2.7 | 53.8 | 59.3 | 65.2 | 2.9 | 52.7 | 60.9 | 69.1 | 4.1 | 58.2 | 69.1 | 80.0 | 5.6 | 59.3 | 74.1 | 88.9 | 7.6 |
S4 | 52.6 | 57.0 | 61.0 | 2.2 | 52.0 | 58.3 | 63.9 | 3.0 | 52.8 | 59.6 | 66.0 | 3.4 | 53.4 | 63.6 | 71.6 | 4.6 | 60.0 | 68.9 | 81.1 | 5.9 | 59.1 | 72.7 | 86.4 | 7.9 |
S5 | 53.6 | 57.3 | 60.7 | 1.8 | 54.4 | 59.5 | 64.6 | 2.7 | 56.4 | 61.8 | 67.5 | 2.9 | 59.1 | 65.5 | 73.6 | 3.8 | 61.1 | 70.4 | 81.5 | 5.3 | 66.7 | 81.5 | 92.6 | 6.7 |
S6 | 54.1 | 58.2 | 61.9 | 2.0 | 55.9 | 61.3 | 67.1 | 2.9 | 55.6 | 62.4 | 68.5 | 3.2 | 56.8 | 65.9 | 73.9 | 4.5 | 61.4 | 75.0 | 84.1 | 5.8 | 68.2 | 81.8 | 95.5 | 7.3 |
S7 | 54.2 | 57.4 | 60.5 | 1.7 | 56.6 | 60.9 | 65.2 | 2.2 | 56.3 | 61.6 | 67.0 | 2.6 | 59.0 | 66.2 | 72.7 | 3.5 | 60.9 | 71.0 | 79.0 | 4.7 | 64.7 | 76.5 | 91.2 | 6.3 |
S8 | 54.0 | 57.2 | 60.6 | 1.8 | 55.1 | 59.9 | 64.7 | 2.5 | 55.8 | 60.8 | 66.0 | 2.7 | 59.7 | 67.7 | 75.0 | 3.7 | 59.7 | 69.4 | 80.6 | 5.2 | 64.5 | 77.4 | 90.3 | 6.5 |
S9 | 50.3 | 53.7 | 57.1 | 1.8 | 52.1 | 57.0 | 61.2 | 2.4 | 53.4 | 58.7 | 63.6 | 2.7 | 50.8 | 58.3 | 65.2 | 3.6 | 53.0 | 62.1 | 72.7 | 5.3 | 57.8 | 71.9 | 84.4 | 7.2 |
AVG | 54.4 | 58.0 | 61.5 | 1.8 | 56.2 | 61.2 | 66.2 | 2.5 | 56.8 | 62.4 | 68.0 | 2.9 | 59.1 | 66.9 | 74.0 | 3.9 | 63.0 | 72.9 | 82.7 | 5.1 | 67.7 | 80.3 | 92.1 | 6.4 |
Alpha Power | ||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 Second Epochs | 4 Second Epochs | 5 Second Epochs | 10 Second Epochs | 20 Second Epochs | 40 Second Epochs | |||||||||||||||||||
CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | |
S1 | 49.8 | 53.1 | 56.1 | 1.6 | 49.7 | 54.4 | 58.6 | 2.2 | 49.1 | 54.2 | 59.4 | 2.6 | 48.8 | 55.5 | 63.0 | 3.6 | 45.0 | 54.0 | 64.5 | 5.0 | 42.0 | 57.0 | 69.0 | 7.5 |
S2 | 46.8 | 51.0 | 55.2 | 2.1 | 45.3 | 50.8 | 56.3 | 2.8 | 44.9 | 51.8 | 58.4 | 3.2 | 42.5 | 52.1 | 60.6 | 4.6 | 41.3 | 51.9 | 66.8 | 6.4 | 29.6 | 51.8 | 69.5 | 9.8 |
S3 | 52.3 | 55.6 | 59.3 | 1.8 | 52.1 | 57.3 | 61.7 | 2.5 | 49.4 | 55.4 | 60.9 | 2.7 | 47.8 | 55.6 | 64.0 | 4.0 | 42.7 | 55.6 | 66.8 | 5.8 | 41.6 | 60.4 | 75.6 | 8.4 |
S4 | 49.4 | 53.8 | 57.9 | 2.1 | 46.7 | 53.1 | 59.0 | 3.0 | 45.8 | 52.7 | 60.2 | 3.4 | 44.0 | 54.5 | 62.6 | 4.6 | 43.1 | 56.7 | 68.0 | 6.5 | 37.1 | 60.3 | 74.2 | 9.7 |
S5 | 49.9 | 54.2 | 58.6 | 2.1 | 48.4 | 53.6 | 59.9 | 2.9 | 48.7 | 55.6 | 61.9 | 3.3 | 47.3 | 55.6 | 64.0 | 4.2 | 41.6 | 54.8 | 68.0 | 6.3 | 41.6 | 56.7 | 75.6 | 8.2 |
S6 | 50.5 | 54.4 | 58.1 | 1.9 | 50.8 | 56.5 | 62.5 | 2.8 | 48.1 | 55.0 | 60.7 | 3.3 | 47.5 | 56.8 | 66.1 | 4.5 | 44.0 | 55.6 | 69.5 | 6.6 | 41.7 | 55.6 | 74.2 | 9.0 |
S7 | 50.0 | 52.8 | 55.8 | 1.5 | 49.2 | 53.6 | 58.0 | 2.3 | 49.4 | 54.1 | 58.5 | 2.5 | 47.0 | 54.3 | 61.3 | 3.7 | 44.3 | 54.7 | 65.0 | 5.1 | 33.0 | 54.0 | 66.0 | 8.4 |
S8 | 48.1 | 51.7 | 54.9 | 1.7 | 47.4 | 52.0 | 57.0 | 2.4 | 48.1 | 53.4 | 59.6 | 2.8 | 46.1 | 54.3 | 62.5 | 4.0 | 44.4 | 55.9 | 65.8 | 5.2 | 39.5 | 55.9 | 69.1 | 7.7 |
S9 | 48.8 | 52.2 | 55.3 | 1.6 | 46.4 | 51.3 | 56.1 | 2.3 | 46.4 | 51.8 | 56.8 | 2.7 | 43.3 | 51.8 | 58.0 | 3.7 | 41.6 | 52.5 | 61.7 | 5.3 | 31.9 | 51.0 | 63.8 | 7.7 |
AVG | 49.5 | 53.2 | 56.8 | 1.8 | 48.4 | 53.6 | 58.8 | 2.6 | 47.8 | 53.8 | 59.6 | 2.9 | 46.0 | 54.5 | 62.4 | 4.1 | 43.1 | 54.6 | 66.2 | 5.8 | 37.5 | 55.9 | 70.8 | 8.5 |
ASSR Power | ||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 Second Epochs | 4 Second Epochs | 5 Second Epochs | 10 Second Epochs | 20 Second Epochs | 40 Second Epochs | |||||||||||||||||||
CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | CI− | Mean | CI+ | SD | |
S1 | 49.9 | 52.9 | 56.3 | 1.7 | 48.1 | 53.1 | 57.5 | 2.4 | 47.3 | 52.7 | 57.9 | 2.6 | 38.7 | 49.0 | 59.3 | 3.8 | 37.0 | 48.1 | 58.4 | 5.6 | 32.4 | 47.1 | 64.8 | 7.9 |
S2 | 47.6 | 51.8 | 55.9 | 2.1 | 46.1 | 51.5 | 57.3 | 2.9 | 45.1 | 51.8 | 57.5 | 3.2 | 36.8 | 47.7 | 60.9 | 4.2 | 40.6 | 53.1 | 65.6 | 6.4 | 33.8 | 51.2 | 68.6 | 9.0 |
S3 | 45.3 | 49.0 | 52.1 | 1.8 | 43.0 | 48.4 | 53.5 | 2.7 | 42.1 | 47.1 | 52.5 | 2.8 | 39.4 | 49.6 | 59.7 | 3.8 | 41.0 | 51.9 | 63.7 | 5.8 | 36.0 | 50.9 | 65.7 | 8.3 |
S4 | 48.4 | 52.2 | 55.8 | 1.9 | 45.4 | 50.8 | 56.2 | 2.7 | 47.8 | 53.4 | 59.0 | 2.9 | 39.4 | 52.1 | 64.8 | 4.6 | 41.0 | 52.1 | 65.4 | 6.3 | 39.9 | 58.1 | 71.7 | 9.0 |
S5 | 44.1 | 47.7 | 51.3 | 1.8 | 42.8 | 47.7 | 52.8 | 2.5 | 42.7 | 47.7 | 53.2 | 2.8 | 39.4 | 49.6 | 61.0 | 4.0 | 38.0 | 49.1 | 60.3 | 5.4 | 32.6 | 47.4 | 62.3 | 7.4 |
S6 | 44.5 | 48.4 | 52.2 | 1.9 | 42.9 | 48.8 | 54.7 | 3.0 | 43.0 | 49.4 | 56.2 | 3.4 | 37.8 | 48.9 | 61.6 | 4.5 | 37.4 | 46.5 | 60.1 | 6.2 | 34.8 | 48.5 | 66.6 | 8.6 |
S7 | 47.6 | 50.6 | 53.9 | 1.6 | 46.9 | 51.4 | 56.0 | 2.2 | 46.1 | 51.3 | 57.0 | 2.8 | 42.5 | 52.6 | 64.7 | 4.0 | 38.7 | 50.3 | 60.4 | 5.2 | 32.4 | 50.0 | 64.7 | 7.8 |
S8 | 46.6 | 50.1 | 53.8 | 1.8 | 45.3 | 50.1 | 54.6 | 2.4 | 44.8 | 50.4 | 55.6 | 2.7 | 39.7 | 49.8 | 62.3 | 4.1 | 42.9 | 54.2 | 65.5 | 5.7 | 37.7 | 50.6 | 66.7 | 7.9 |
S9 | 47.0 | 50.2 | 53.1 | 1.6 | 47.3 | 51.8 | 56.1 | 2.2 | 46.2 | 50.8 | 55.1 | 2.4 | 44.7 | 55.3 | 64.8 | 3.4 | 43.4 | 52.5 | 61.6 | 5.0 | 39.6 | 55.3 | 67.8 | 7.1 |
AVG | 46.8 | 50.3 | 53.8 | 1.8 | 45.3 | 50.4 | 55.4 | 2.6 | 45.0 | 50.5 | 56.0 | 2.8 | 39.8 | 50.5 | 62.1 | 4.1 | 40.0 | 50.9 | 62.3 | 5.8 | 35.5 | 51.0 | 66.5 | 8.1 |