NRPredictor: an ensemble learning and feature selection based approach for predicting the non-reproducible bugs.
Kulbhushan BansalGopal SinghSunesh MalikHarish RohilPublished in: Int. J. Syst. Assur. Eng. Manag. (2023)
Keyphrases
- ensemble learning
- feature selection
- ensemble feature selection
- software defect prediction
- generalization ability
- ensemble classifier
- ensemble methods
- machine learning
- random forest
- feature ranking
- decision stumps
- weak learners
- base classifiers
- text categorization
- mutual subspace method
- concept drift
- text classification
- dimensionality reduction
- multi class
- feature space
- support vector
- non stationary
- prediction accuracy
- feature subset
- unsupervised learning
- support vector machine
- pairwise
- pattern recognition
- feature extraction
- face recognition
- genetic algorithm
- data mining