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Classification results using K-means clustering for various scenarios.
| Training | Top clusters | Accuracy |
|---|---|---|
| One person running | Direction1 | 53.85% (all) |
| Direction2 | 92.31% (individual) | |
| Unidirectional, one person running | Person | 77.65% (all) |
| 100% (individual) | ||
| One person walking | Direction1 | 65.38% (all) |
| Direction2 | 96.15% (individual) | |
| Unidirectional, one person walking | Person | 88.46% (all) |
| 94.23% (individual) | ||
| One person walking + one person running |
Movement1 (running) Movement2 (walking) |
94.71% |
