Patient-centered yes/no prognosis using learning machines

Abstract

In the last 15 years several machine learning approaches have been developed for classification and regression. In an intuitive manner we introduce the main ideas of classification and regression trees, support vector machines, bagging, boosting and random forests. We discuss differences in the use of machine learning in the biomedical community and the… (More)
DOI: 10.1504/IJDMB.2008.022149

Topics

15 Figures and Tables