Osmanbegovic and Suljic in [7] have considered
students’ attitude towards studying apart from
demographic variables and score earned at high
school to predict the grade in Business Information
for first year students. Score of entrance exam, study
material and average weekly hours devoted to
studying have been found to have maximum impact
while number of household member distance of
residence and gender have been found to have least
impact. Naïve Bayes is found to be better classifier
than J48.