Bug prediction research has been evolving quite rapidly but its applicability to IT industry is far from reality. The efficacy of object oriented metrics in bug prediction has been investigated in this work by evaluating the performance of bug prediction models built with various combinations of these metrics. The module-order models have been built using object oriented metrics and the limitations of standard measures like recall in evaluating the performance of bug prediction models have been exposed. Copyright 2013 ACM.

Muthukumaran K

School of Computer Science and Engineering

Chennai Campus

N.L.B. Murthy

G.K. Reddy

M. Aruna

Vellore Institute of Technology (VIT) is a private university located in&nbsp;Tamil Nadu, India. Founded in 1984, as Vellore Engineering College, the institution offers 20 undergraduate, 34 postgraduate, four integrated and four research programs. It has campuses in Vellore, Amravati, Bhopal and Chennai.

VIT is one of the top ranked private universities in India according to NIRF, THE and QS Rankings.&nbsp;Govt. of India has recognized&nbsp;VIT, Vellore as an&nbsp;Institution of Eminence. This has allowed VIT to take independent quality initiatives and move up in world ranking.

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Publisher	Data powered by TypesetAssociation for Computing Machinery