Applications of Machine Learning in Software Defect Prediction: A Literature Review.
Vira LiubchenkoPublished in: CSIT (2023)
Keyphrases
- literature review
- software defect prediction
- machine learning
- feature ranking
- ensemble learning
- case study
- current issues
- sample selection bias
- learning algorithm
- decision trees
- imbalanced data
- text mining
- class imbalance
- machine learning algorithms
- inductive learning
- feature selection
- support vector machine
- active learning
- machine learning methods
- semi supervised learning
- data mining
- text classification
- supervised learning
- feature extraction