Table 5.
The highest accuracies for window overlap and window size combinations using SVM classifiers.
| Sliding Window Segmentation Approach | Window Overlap Value (%) | Window Size | Highest Classification Accuracy (%) |
|---|---|---|---|
| No Overlap | 0 | 4.5 | 96.12 |
| Overlap | 25 | 6 | 96.97 |
| Overlap | 50 | 6 | 97.30 |
| Overlap | 75 | 8 | 98.13 |
| Overlap | 90 | 12 | 98.38 |