Table 2 A comparison among source separation algorithms with respect to different classifiers
| Â | Runica | SOBI | COMBI | JADE | p-value |
|---|---|---|---|---|---|
Index channels | 14 | 16 | 17 | 15 | – |
MLP | |||||
 Accuracy (%) | 77.16 | 79.57 | 76.33 | 80.28 | 0.0646 |
 Time (min) | 118.46 | 120.78 | 116.89 | 113.45 | |
KNN | |||||
 Accuracy (%) | 79.11 | 81.46 | 77.16 | 73.28 | 0.0894 |
 Time (min) | 112.56 | 110.32 | 118.96 | 103.52 | |
Bayes | |||||
 Accuracy (%) | 82.57 | 84.65 | 78.24 | 79.67 | 0.0743 |
 Time (min) | 121.32 | 122.85 | 119.65 | 118.45 | |
SVM | |||||
 Accuracy (%) | 84.65 | 86.78 | 85.96 | 83.13 | 0.0531 |
 Time (min) | 115.43 | 112.47 | 108.75 | 111.65 | |
Modified DST | |||||
 Accuracy (%) | 88.49 | 90.54 | 86.72 | 89.32 | 0.0417 |
 Time (min) | 122.25 | 120.82 | 123.67 | 126.95 | |
p-value | 0.0631 | 0.0301 | 0.0472 | 0.0787 | Â |