Table 7. Summary of linear regression models.
Demographic | Dataset | Hand | Direction | Predictors ID | Adj. R2 | RMSE |
---|---|---|---|---|---|---|
Height | Whole | Right | backward | 5,12,13,14,17,18,19 | 0.56 | 6.40 |
Left | backward | 2,3,5,7,10,12,13,16,18 | 0.46 | 7.10 | ||
Male | Right | backward | 3,4,11,14,15 | 0.29 | 7.05 | |
Left | backward | 1,3,4,5,7,8,9,10,11,12,13,15,16,17,18,21 | 0.32 | 6.87 | ||
Female | Right | bi-directional | 3,4,14,15 | 0.40 | 5.78 | |
Left | bi-directional | 1,2,3,5,6,9,12,16,17,20,21 | 0.42 | 5.66 | ||
Log-weight | Whole | Right | backward | 5,7,9,10,11,12,13,15,21 | 0.58 | 0.12 |
Left | backward | 1,3,4,6,8,9,13,14,16,17,18,20,21 | 0.66 | 0.11 | ||
Male | Right | backward | 2,4,6,7,8,9,10,11,12,13,19,21 | 0.34 | 0.11 | |
Left | backward | 1,3,4,5,6,7,9,10,11,12,13,14,16,17,18,19 | 0.58 | 0.09 | ||
Female | Right | backward | 1,2,3,4,5,7,8,9,11,12,13,14,16,17,18,19,20 | 0.52 | 0.12 | |
Left | backward | 1,4,5,6,7,8,10,12,13,15,16,17,18,20,21 | 0.60 | 0.11 | ||
Foot Size | Whole | Right | bi-directional | 6,15,18,21 | 0.78 | 1.12 |
Left | backward | 1,2,3,4,7,13,15,16,17,18,21 | 0.73 | 1.26 | ||
Male | Right | bi-directional | 21 | 0.21 | 1.40 | |
Left | bi-directional | 1,2,3,4,5,6,7,8,10,11,14,15,17,20,21 | 0.33 | 1.29 | ||
Female | Right | backward | 2,4,9,12,17,20,21 | 0.60 | 0.82 | |
Left | bi-directional | 2,3,5,10,13,16,17,19,21 | 0.67 | 0.75 |
RMSE in cm for height, log-kg for log-weight and UK foot sizes for foot size