Table 4 Bonsai performance on Case-2 dataset with varying distance and sensor combinations.
Distance of sensor node from incoming train (m) | Number of aggregated sensors | Model accuracy (%) |
|---|---|---|
0–400 | 1 | 94.13 |
2 | 94.67 | |
3 | 96.31 | |
400–800 | 1 | 86.45 |
2 | 89.42 | |
3 | 93.12 | |
800–1000 | 1 | 48.18 |
2 | 52.34 | |
3 | 58.69 | |
1000–1200 | 1 | 32.04 |
2 | 41.67 | |
3 | 47.26 |
