Published July 15, 2019 | Version V1.0
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Automated Recommendation of Software Refactorings based on Feature Requests

  • 1. Beijing Institute of Technology
  • 2. University of Cincinnati

Description

A machine-learning-based approach that recommends refactorings based on feature requests. The approach takes as input the past history of feature requests and applied refactorings. Consequently, binary and multi-label classifiers are trained to respectively predict whether refactoring is needed or not and recommend the types refactoring required.

Files

FR-Refactor.zip

Files (24.5 MB)

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