I am not sure of what our comparison between the 'reduced data' and 'original data' is
supposed to show.
Is it that performing data reduction yields a similar accuracy with reduced time and memory
requirements? Is accuracy supposed to improve?
Also, should we use the J48 Decision Tree to Compare the performance of the two models?