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Comprehensible predictive modeling using regularized logistic regression and comorbidity based features
Gregor Štiglic, Petra Povalej, Nino Fijačko, Fei Wang, Alexandros Kalousis, Boris Delibašić, Zoran Obradović
Izvirni znanstveni članek
Oznake: predictive models;logistic regression;readmission classification;comorbidities;
Different studies have demonstrated the importance of comorbidities to better understand the origin and evolution of medical complications. This study focuses on improvement of the predictive model interpretability based on simple logical features representing comorbidities. We use group lasso based ...
Leto: 2015 Vir: Fakulteta za zdravstvene vede (UM FZV)
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