TABLE 2.
Validation analyses of the squat and lunge statistical kinetic model. We consider squat and lunge models that capture 80, 90, 95, and 98% of inter-individual population variance.
| Validation summary | Squat model | Lunge model | ||||||
| % of inter-variability in the population | 80% | 90% | 95% | 98% | 80% | 90% | 95% | 98% |
| Model accuracy RMSE (median ±IQR**) (BW) | 0.0149 ±0.0122 | 0.0107 ±0.0087 | 0.0075 ±0.0064 | 0.0054 ±0.0048 | 0.0248 ±0.0210 | 0.0162 ±0.0167 | 0.0132 ±0.0126 | 0.0082 ±0.0083 |
| Dimensionality* | 6 | 10 | 14 | 19 | 5 | 9 | 13 | 17 |
| Model specificity RMSE (median ±IQR**) (BW) | 0.1582±0.0943 | 0.1581±0.0948 | 0.1583±0.0946 | 0.1584±0.0943 | 0.1291±0.0831 | 0.1310±0.0815 | 0.1314±0.0809 | 0.1320±0.0803 |
*i.e., the number of modes. **IQR, interquartile range.