Data selection based on decision tree for SVM classification on large data sets Academic Article uri icon

abstract

  • Support Vector Machine (SVM) has important properties such as a strong mathematical background and a better generalization capability with respect to other classification methods. On the other hand, the major drawback of SVM occurs in its training phase,