This paper proposes personalized defect prediction-building a separate prediction model for each developer to predict software defects. As a proof of concept, ...
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This paper proposes personalized defect prediction-building a separate prediction model for each developer to predict software defects, and applies this ...
A comprehensive investigation of change-level personalized defect prediction models. •. PMs could improve the defect predictors' performance up to 24% recall.
Jan 16, 2013 · As a proof of concept, we ap- ply our personalized defect prediction idea to change clas- ... We propose personalized defect prediction and apply ...
Nov 11, 2013 · This paper proposes personalized defect prediction--building a separate prediction model for each developer to predict software defects. As a ...
This paper proposes personalized defect prediction-building a separate prediction model for each developer to predict software defects. As a proof of concept, ...
Software defect prediction models guide developers and testers to identify defect prone software modules in fewer time and effort, compared to manual ...
We conduct a feature analysis using Information Gain on the process metrics used to predict defects in a personalized model, and assess the distinguishing ...
This paper proposes personalized defect prediction—building a separate prediction model for each developer to predict software defects. As a proof of concept, ...
Nov 23, 2021 · Personalized software defect prediction focuses on developer's personal data to train and predict the fault proneness of changes [8]. It was ...