关键词: 决策树分类算法, 数据挖掘, 培养机制改革, 奖学金体系评价

Abstract: To establish the system of graduate fellowships evaluation of graduate education in universities is one of the most important problems mechanism reform. Through data analysis to the graduate fellowships evaluation information related properties, this paper constructs the scholarships evaluation system data sets, and uses the information gain classification algorithm of C4.5 decision tree data mining. Finding some interesting modes of the graduate student grants by the specific case study, it can promote the establishment of effective graduate student funding mechanism for providing the scientific decision support of the training mechanism reform.

Key words: decision tree, data mining, training mechanism reform, graduate fellowships evaluation