data mining technique, based on machine learning using previous instances from 2010/11 and 2011/12. For more relevant result ‘‘Student’’, ‘‘Exam points’’ and ‘‘Final points’’ were eliminated from analysis. The Pattern Report in Table 3 shows a diversity of influences. The results justified the author’s decision to eliminate powerful key influencer from analysis.