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. 2020 Apr 2;8:233. doi: 10.3389/fbioe.2020.00233

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.