Table 1 Offline classification accuracies for the baseline method and the PCA-normalization
Subject | CV | S1S2 | ||
|---|---|---|---|---|
Baseline(%) | PCA(%) | Baseline(%) | PCAnorm(%) | |
A01 | 88.5 % | 90.9 % | 86.3 % | 88.2 % |
A02 | 86.7 % | 90.6 % | 82.4 % | 94.1 % |
A03 | 92.4 % | 93.6 % | 77.5 % | 96.1 % |
A04 | 92.9 % | 94.1 % | 90.2 % | 90.2 % |
A05 | 94.8 % | 97.4 % | 80.4 % | 95.1 % |
A06 | 89.9 % | 90.1 % | 63.7 % | 88.2 % |
A07 | 96.1 % | 97.8 % | 91.4 % | 98.0 % |
A08 | 99.3 % | 98.6 % | 91.4 % | 98.0 % |
A09 | 69.0 % | 81.4 % | 69.6 % | 74.5 % |
A10 | 98.6 % | 98.2 % | 96.1 % | 99.0 % |
mean | 90.8 % | 93.3 % | 83.4 % | 92.2 % |