Research Article
Enhancing Tire Condition Monitoring through Weightless Neural Networks Using MEMS-Based Vibration Signals
Table 7
Test set accuracy for varying bleach confidence.
| | Hyperparameter | Statistical | Histogram | ARMA | | Bleach confidence | Accuracy (%) | Times | Accuracy (%) | Times | Accuracy (%) | Times |
| | 0.6 | 85.83 | 0.026 | 94.58 | 0.010 | 96.25 | 0.02 | | 0.7 | 87.08 | 0.010 | 95.00 | 0.022 | 97.50 | 0.022 | | 0.8 | 86.66 | 0.010 | 94.49 | 0.014 | 96.66 | 0.020 | | 0.9 | 85.41 | 0.014 | 95.83 | 0.014 | 94.58 | 0.020 | | 0.95 | 85.83 | 0.022 | 95.41 | 0.026 | 97.08 | 0.020 |
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