Skip to main content
. 2021 May 14;7:e523. doi: 10.7717/peerj-cs.523

Table 3. The classification accuracies of each piece after applied to OVO in the Classification of multi-class EEG signals using Random Forests classifier with 5-FCV (the second approach).

The obtained piece after OVO The obtained
Classification accuracy (%)
Class 1-Class 2 96.90
Class 1-Class 3 98.30
Class 1-Class 4 98.20
Class 1-Class 5 99.80
Class 2-Class 3 64.10
Class 2-Class 4 95.60
Class 2-Class 5 90.70
Class 3-Class 4 94.50
Class 3-Class 5 91.40
Class 4-Class 5 81.30
The overall accuracy
(average score)
91.08