Table 9.
1D-CNN-based models evaluation.
Metrics | Models | ||
---|---|---|---|
Mx | My | Mz | |
Testing accuracy (CI %) | 97.15 ± 0.38 | 98.91 ± 0.28 | 97.00 ± 0.18 |
Validation accuracy (CI %) | 97.40 ± 0.59 | 99.00 ± 0.21 | 97.35 ± 0.466 |
Validation loss (CI) | 0.076 ± 0.015 | 0.09 ± 0.083 | 0.082 ± 0.012 |
Training loss (CI) | 0.0021 ± 0.001 | 0.0033 ± 0.002 | 0.015 ± 0.007 |