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Further thoughts on precision
(2011)
Background: There has been much discussion amongst automated software defect prediction researchers regarding use of the precision and false positive rate classifier performance metrics. Aim: To demonstrate and explain why ...
The misuse of the NASA metrics data program data sets for automated software defect prediction
(Institution of Engineering and Technology (IET), 2011)
Background: The NASA Metrics Data Program data sets have been heavily used in software defect prediction experiments. Aim: To demonstrate and explain why these data sets require significant pre-processing in order to be ...