Table 2. Linear Model Five Most Important Terms (Variables) per Morphology with Their Coefficient (β) and Importance Score Corresponding to the Rescaled Coefficient by Variable Sample Standard Deviationa,81.
| sphere |
worm |
vesicle |
||||||
|---|---|---|---|---|---|---|---|---|
| variables | coef. | imp. | variables | coef. | imp. | variables | coef. | imp. |
| mw_tot_cre | 0.0005 | 18.1574 | mw_tot_cre | –0.0004 | 15.9898 | mw_tot_cre | –0.0004 | 13.9388 |
| dp_cre | –0.0487 | 11.6435 | mv_tot_cre | 0.0242 | 7.2232 | mv_tot_cre | 0.0254 | 7.5822 |
| mv_tot_cre | –0.0213 | 6.3723 | dp_cre | 0.0276 | 6.5987 | dp_cre | 0.0258 | 6.1585 |
| apol_cna | 0.2035 | 2.8785 | mw_tot_cna | –0.0003 | 1.0360 | mw_tot_cna | –0.0007 | 2.8497 |
| mv_tot_cna | 0.0496 | 1.5400 | apol_cna | –0.0597 | 0.8446 | mv_tot_cna | 0.0752 | 2.3325 |
The morphology order corresponds to the order in which the individual linear models are combined in the classifier chain.