Toward Reduction in False Positives Just-In-Time Software Defect Prediction Using Deep Reinforcement Learning.
Ahmad Muhaimin IsmailSiti Hafizah Ab HamidAsmiza Abdul SaniNur Nasuha DaudPublished in: IEEE Access (2024)
Keyphrases
- false positives
- software defect prediction
- reinforcement learning
- ensemble learning
- false negative
- false positive rate
- detection rate
- class imbalance
- number of false positives
- imbalanced data
- feature ranking
- sample selection bias
- low false positive rate
- machine learning
- transfer learning
- learning process
- learning algorithm
- ensemble methods
- random forest
- data sets
- supervised learning
- active learning
- neural network