The Integrity of Machine Learning Algorithms against Software Defect Prediction.
Param KhakharRahul Kumar DubeyPublished in: CoRR (2020)
Keyphrases
- machine learning algorithms
- software defect prediction
- ensemble learning
- learning algorithm
- benchmark data sets
- sample selection bias
- class imbalance
- imbalanced data
- decision trees
- learning problems
- machine learning
- feature ranking
- machine learning models
- random forests
- machine learning methods
- meta learning
- learning models
- ensemble methods
- learning tasks
- transfer learning
- training data
- standard machine learning algorithms