The research was supported by the National Natural Science Foundation of China under grant No:60775036, 60970061;the Higher Education Nature Science Research Fund Project of Jiangsu Province under grant No: 09KJD520004.
Decision rules mining is an important issue in machine learning and data mining.However,most proposed algorithms mine categorical data at single level,and these rules are not easily understandable and really useful fo...