Software metrics thresholds calculation techniques to predict fault-proneness: An empirical comparison

Conclusion: The best of the three thresholds calculation techniques for fault-proneness prediction is ROC Curves, but Alves Rankings is a good choice too. In fact, the advantage of Alves Rankings over ROC Curves technique is that it is completely unsupervised and can therefore give pertinent threshold values when fault data is not available.