The study’s results are not very clear. From observation of the final interpretation, it seems that the positive ‘‘Final grade’’ prediction was successful for 13 of 20 students (65%) indicating that the potential of data mining technique even for small student data sets is still of importance. However, if a larger data set or even more relevant student data was available the result relevance could be improved, particularly when parameters and columns are carefully combined in data mining analysis pre-process.