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Table 4 Maximum obtained accuracy (max accuracy) and average value of the top 10 obtained values for accuracy (average accuracy) for the five-class problem, for N = 0–12

From: Spectral information of EEG signals with respect to epilepsy classification

N Max accuracy (%) Average accuracy (%)
0 44.80 44.80
1 73.60 67.08
2 83.60 82.28
3 88.00 87.32
4 89.60 89.20
5 90.00 89.84
6 90.40 90.00
7 90.40 90.04
8 90.80 90.60
9 91.20 90.72
10 90.80 90.48
11 90.40 90.32
12 90.40 90.08