An Experimental Analysis on Automated Machine Learning for Software Defect Prediction.
Márcio P. BasgaluppRodrigo C. BarrosTiago Silva da SilvaFábio F. SilveiraPéricles B. C. de MirandaFerrante NeriPublished in: CEC (2024)
Keyphrases
- software defect prediction
- machine learning
- feature ranking
- ensemble learning
- imbalanced data
- class imbalance
- data mining
- machine learning methods
- inductive learning
- sample selection bias
- neural network
- machine learning algorithms
- semi supervised learning
- support vector machine
- learning tasks
- pattern recognition
- reinforcement learning
- feature selection
- text classification
- model selection
- learning problems
- learning algorithm