The Impact of Ensemble Techniques on Software Maintenance Change Prediction: An Empirical Study

Various prediction models have been proposed by researchers to predict the change-proneness of classes based on source code metrics. However, some of these models suffer from low prediction accuracy because datasets exhibit high dimensionality or imbalanced classes. Recent studies suggest that using...

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Bibliographic Details
Main Authors: Hadeel Alsolai, Marc Roper
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/10/5234