Code Smell Detection Using Ensemble Machine Learning Algorithms

Code Smell Detection Using Ensemble Machine Learning Algorithms

Code smells are the result of not following software engineering principles during software development, especially in the design and coding phase. It leads to low maintainability. To evaluate the quality of software and its maintainability, code smell detection can be helpful. Many machine learning...

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Bibliographic Details
Main Authors: Seema Dewangan, Rajwant Singh Rao, Alok Mishra, Manjari Gupta
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
code smell
code smell detection
ensemble method
deep learning
Chi-square feature extraction technique
SMOTE class balancing technique
Online Access:https://www.mdpi.com/2076-3417/12/20/10321

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