Nowadays data mining algorithms are successfully applying to analyze the real data in our life to provide useful suggestion. Since some available real data is multi-valued and multi-labeled, researchers have focused their attention on developing approaches to mine multi-valued and multilabeled data in recent years. Unfortunately, there are no algorithms can discretize multi-valued and multi-lab...