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 |