Empirical Assessment of Machine Learning based Software Defect Prediction Techniques.
Venkata U. B. ChallagullaFarokh B. BastaniI-Ling YenRaymond A. PaulPublished in: WORDS (2005)
Keyphrases
- machine learning
- software defect prediction
- feature ranking
- ensemble learning
- feature selection
- imbalanced data
- pattern recognition
- machine learning algorithms
- machine learning methods
- learning algorithm
- decision trees
- data mining
- sample selection bias
- active learning
- supervised learning
- semi supervised learning
- model selection
- text classification
- learning tasks
- ensemble methods
- text mining
- class imbalance
- support vector
- neural network