EXIST: EXamining rIsk of excesS adiposiTy-Machine learning to predict obesity-related complications.

13 , 33 , 34 Even though multiple variables were selected into the predictive models by the lasso procedure and many of these had highly significant relationships with the corresponding outcome, parsimonious risk models that only included four to seven predictor variables had only slightly lower discriminative ability.

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