Distinguishing Different Emotions Evoked by Music via Electroencephalographic Signals

<table class="table-group" id="tab9"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Method</td><td class="align_center">Valence (%)</td><td class="align_center">Arousal (%)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">SVM</td><td class="align_center">73.45</td><td class="align_center">80.20</td></tr><tr><td class="align_left">BP</td><td class="align_center">74.67</td><td class="align_center">77.92</td></tr><tr><td class="align_left">C4.5</td><td class="align_center">84.91</td><td class="align_center">89.65</td></tr><tr><td class="align_left">LDA</td><td class="align_center">72.33</td><td class="align_center">76.68</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Recognition accuracy rate of the DEAP database.</div>

Computational Intelligence and Neuroscience

tab9

Table 9

Table 9: Distinguishing Different Emotions Evoked by Music via Electroencephalographic Signals 