Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features

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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:PLoS One
मुख्य लेखकों: Stiglic, Gregor, Povalej Brzan, Petra, Fijacko, Nino, Wang, Fei, Delibasic, Boris, Kalousis, Alexandros, Obradovic, Zoran
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Public Library of Science 2015
विषय:
Research Article
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC4672891/
https://ncbi.nlm.nih.gov/pubmed/26645087
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0144439
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