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NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction

Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu
#Software defect prediction #class imbalance #deep reinforcement learning

A Probabilistic Approach to Building Defect Prediction Model for Platform-based Product Lines

Changkyun Jeon,Neunghoe Kim,Hoh In
#Defect prediction #defect life cycle #markov chain #product line engineering #software engineering

A Novel Feature Selection Method Based on Maximum Likelihood Logistic Regression for

Imbalanced Learning in Software Defect Prediction
#Software defect prediction· Machine learning· Class imbalance· Maximum-likelihood logistic regression
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