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Table 5 Analysis of the statistical significance of the differences in the accuracy averages among ANN, C4.5 and Ameva methods considering a significance level of 5 %

From: Discrete classification technique applied to TV advertisements liking recognition system based on low-cost EEG headsets

Class

ANN/C4.5

ANN/Ameva

C4.5/Ameva

1

1.793

3.65 %

0.942

17.32 %

0.861

19.47 %

2

1.609

5.38 %

0.836

20.17 %

0.778

21.81 %

3

0.879

18.97 %

0.879

18.97 %

0.000

50.00 %

4

3.147

0.08 %

0.692

24.44 %

2.472

0.67 %

5

2.179

1.47 %

1.491

6.80 %

0.696

24.31 %

All classes

4.452

0.00 %

2.150

1.58 %

2.322

1.01 %