Performance Evaluation of Ensemble Methods For Software Fault Prediction: An Experiment.
Shahid HussainJacky W. KeungArif Ali KhanKwabena Ebo BenninPublished in: ASWEC (2) (2015)
Keyphrases
- ensemble methods
- prediction accuracy
- ensemble learning
- random forests
- machine learning methods
- base classifiers
- decision trees
- software quality
- safety critical
- benchmark datasets
- imbalanced data
- bootstrap sampling
- drifting concepts
- majority voting
- generalization ability
- random forest
- classifier ensemble
- software systems
- software development
- base learners
- multiple models
- ensemble feature selection
- feature subset
- ensemble classifier
- machine learning algorithms
- training data
- machine learning