Table 10.
Precision (%), recall (%), and F1 score (%) per class in all three 1D-CNN-based models.
| Class | Models | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Mx | My | Mz | |||||||
| Precision | Recall | F1-score | Precision | Recall | F1-score | Precision | Recall | F1-score | |
| D1 | 97.42 | 97.12 | 97.27 | 99.15 | 98.79 | 98.97 | 95.68 | 95.34 | 95.51 |
| D2 | 97.09 | 97.60 | 97.34 | 98.74 | 98.41 | 98.58 | 95.55 | 96.14 | 95.85 |
| D3 | 97.22 | 96.53 | 96.87 | 98.73 | 99.48 | 99.10 | 98.10 | 98.91 | 98.50 |
| D4 | 96.68 | 97.19 | 96.93 | 99.10 | 99.04 | 99.07 | 98.90 | 97.85 | 98.37 |