Software Quality Prediction Of Object Oriented Software In Successive Releases Through Multiple Classifiers

Vol. 8 No. 1

Year: 2013

Issue : Jul-Sep

Title : Software Quality Prediction Of Object Oriented Software In Successive Releases Through Multiple Classifiers

Author Name : Dharmendra Lal Gupta, Dr. Anil Kumar Malviya

Synopsis :

In this paper the comparative analysis of a java based text editor jEdit and all its successive releases has been done. Different machine learning classifiers have been used to get findings in terms of Accuracy, Precision, Recall, F-measure and AUC values. Based on all performance measures it is concluded that the bugs are decreasing release by release and quality is increasing as well. The authors have used WEKA a machine learning tool for finding and analysing of the results.

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