Empirical Assessment of Machine Learning Based Software Defect Prediction Techniques.
Venkata U. B. ChallagullaFarokh B. BastaniI-Ling YenRaymond A. PaulPublished in: Int. J. Artif. Intell. Tools (2008)
Keyphrases
- machine learning
- software defect prediction
- feature ranking
- ensemble learning
- pattern recognition
- support vector machine
- learning tasks
- learning algorithm
- sample selection bias
- machine learning methods
- machine learning algorithms
- imbalanced data
- inductive learning
- active learning
- decision trees
- data mining
- neural network
- text classification
- class imbalance
- feature selection
- random sampling
- reinforcement learning
- inductive bias