Research data from University of Maryland at Baltimore update understanding of machine learning - support vector machines

摘要

A report, 'Efficient support vector machine method for survival prediction with SEER data,' is newlynpublished data in Advances In Experimental Medicine and Biology. According to recent research from thenUnited States, "Support vector machine (SVM) is a popular method for classification, but there are fewnmethods that utilize SVM for survival analysis in the literature because of the computational complexity.nIn this paper, we develop a novel [Formula: see text] penalized SVM method for mining right-censorednsurvival data ([Formula: see text] SVMSURV)."