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Speed comparison among applied methods for “Standing Still” detection on Raspberry Pi 4B.
| Algorithm | Training Time (s) | Prediction Time (s) |
|---|---|---|
| KNN | 0.0023 | 0.0837 |
| Random Forest (RF) | 0.3908 | 0.0132 |
| SVM | 0.0489 | 0.0235 |
| Naive Bayes | 0.0028 | 0.0027 |
| Proposed Method | 0.0000 | 0.0024 |
