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. 2023 May 19;63(11):3288–3306. doi: 10.1021/acs.jcim.3c00460

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
a

The morphology order corresponds to the order in which the individual linear models are combined in the classifier chain.