Performance Parameters C4.5 REP Tree Time taken to build model 0.25 seconds 0.07 seconds Correctly Classified Instances 68.97% 68.84% Precision 0.655 0.652 Recall 0.69 0.688 F-Measure 0.631 0.627 AUC 0.594 0.614

Table 2: Comparison between C4.5 and REP Tree using the standard performance parameters AUC: area under the curve.