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Given limited donor information from chart review, we used a modified composite score of variables that were available and based on the DRI (donor age >60, partial/split-liver graft, cold ischemia time >8 hours, stroke/cerebrovascular accident as principal donor cause of death (either ischemic or hemorrhagic)).
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The importance score of variable x is defined as the average of raw scores over all the trees in the forest.
Comite receives a lab report that isolates scores of variables on those samples, among them glucose and cortisol, a stress hormone produced by the adrenal glands.
We controlled for multicollinearity by checking tolerance scores of variables; where tolerance was <0.2, we considered bivariate relationships with Spearman rank correlation and removed variables of lesser ecological relevance.
There were no significant differences in the total scores of variables between the sexually experienced and inexperienced groups, but there were significant differences between some items of the TPB variables, and shame.
Afterward, we sorted the AUC scores of variable m ij produced by the four approaches.
Each RF with 1000 trees selected the top 20 features based on the z-score of variable importance.
The average values of raw scores and z-scores of variable importance are shown together with the feature's correlation with siRNA efficacy (inhibition of target gene expression).
For the disability variables note that the marginal effects include interaction effects and hence depends on the level (score) of the variables.
Fig. 2 Inefficiency score of each variables (29 provincial average score).
The risk score is based on the sum of the score of the variables included in the full model (see additional file 1: Risk score for DM SUNSET.pdf).
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