Costs and Benefits of Machine Learning Software Defect Prediction: Industrial Case Study.
Szymon StradowskiLech MadeyskiPublished in: SIGSOFT FSE Companion (2024)
Keyphrases
- software defect prediction
- case study
- machine learning
- feature ranking
- ensemble learning
- machine learning methods
- sample selection bias
- feature selection
- class imbalance
- total cost
- cost sensitive learning
- text classification
- decision trees
- misclassification costs
- support vector machine
- learning tasks
- machine learning algorithms
- imbalanced data
- learning algorithm
- data mining
- learning problems
- reinforcement learning
- inductive learning
- multi class
- feature extraction