Table 3 Validation set accuracy for different window lengths and overlapping, best result displayed in bold.
Window size (ms) | Stride (ms) | Stride: WindowSize Ratio (%) | Accuracy (%) | Loss |
|---|---|---|---|---|
4000 | 1000 | 25 | 92.2 | 0.45 |
3600 | 900 | 25 | 87.0 | 0.58 |
3200 | 800 | 25 | 84.4 | 0.47 |
2800 | 700 | 25 | 85.1 | 0.69 |
4000 | 2000 | 50 | 90.4 | 0.26 |
3600 | 1800 | 50 | 93.0 | 0.2 |
3200 | 1600 | 50 | 83.9 | 0.51 |
2800 | 1400 | 50 | 84.6 | 0.48 |
