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Percentage comparison of the overall accuracy of the model on training data.
| Velocity\ Classifier |
10 [Hz] | 20 [Hz] | 30 [Hz] | 40 [Hz] | 50 [Hz] |
|---|---|---|---|---|---|
| Light Gradient Boosting |
93.9% | 91.2% | 85.0% | 88.4% | 88.6% |
| Extreme Gradient Boosting |
93.6% | 90.1% | 84.1% | 88.3% | 88.1% |
| Extra Trees | 91.7% | 87.6% | 81.3% | 86.3% | 86.8% |
| Random Forest | 91.6% | 90.1% | 83.2% | 87.1% | 87.9% |
