%0 Journal Article %A Djamila Benhaddouche and Abdelkader Benyettou %D 2014 %J International Journal of Industrial and Manufacturing Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 94, 2014 %T Data Mining in Medicine Domain Using Decision Trees and Vector Support Machine %U https://publications.waset.org/pdf/10000925 %V 94 %X In this paper, we used data mining to extract biomedical knowledge. In general, complex biomedical data collected in studies of populations are treated by statistical methods, although they are robust, they are not sufficient in themselves to harness the potential wealth of data. For that you used in step two learning algorithms: the Decision Trees and Support Vector Machine (SVM). These supervised classification methods are used to make the diagnosis of thyroid disease. In this context, we propose to promote the study and use of symbolic data mining techniques. %P 1939 - 1942