Table 6.
Feature weights for different trails in the WISDM dataset.
| Feature Type | Trail 1 | Trail 2 | Trail 3 | Trail 4 | Trail 5 |
|---|---|---|---|---|---|
| Zero Crossing Rate | 0.81 | 0.75 | 0.69 | 0.90 | 0.85 |
| Fundamental Frequency | 0.78 | 0.95 | 0.88 | 0.74 | 0.39 |
| Signal Magnitude Area | 0.58 | 0.52 | 0.71 | 0.61 | 0.57 |
| Signal Energy | 0.66 | 0.68 | 0.63 | 0.61 | 0.68 |
| Mean | 0.78 | 0.69 | 0.75 | 0.74 | 0.76 |
| Median | 0.66 | 0.54 | 0.69 | 0.68 | 0.71 |
| Mode | 0.23 | 0.18 | 0.40 | 0.16 | 0.18 |
| Standard Deviation | 0.10 | 0.08 | 0.94 | 0.01 | 0.29 |
| Variance | 0.89 | 0.92 | 0.01 | 0.85 | 0.79 |
| Phase Angle | 0.48 | 0.40 | 0.39 | 0.38 | 0.41 |
| Correlation | 0.10 | 0 | 0.05 | 0 | 0.06 |
| Min | 0.76 | 0.69 | 0.69 | 0.57 | 0.60 |
| Max | 0.61 | 0.62 | 0.60 | 0.69 | 0.60 |