Explore the effect of size stratification of datasets on software faults proneness prediction performance
Yasser Alshehri,
Yasser Alshehri
Abstract:Size is one of the significant factors associated with bugs, and it has been used to predict software faults. We believe that stratifying software files based on size can play an essential role in improving prediction performance. This study explores the effect of size by stratifying our sample based on each unit’s size and distributing software units in multiple stratified groups based on an equal distribution approach. We stratified the Eclipse Europa project and Derby project files, and we reported the perf… Show more
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