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Table 2 A comparison among source separation algorithms with respect to different classifiers

From: A novel approach to emotion recognition using local subset feature selection and modified Dempster-Shafer theory

  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