Using Source Code Metrics and Ensemble Methods for Fault Proneness Prediction.
Lov KumarSantanu Kumar RathAshish SurekaPublished in: CoRR (2017)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- source code metrics
- ensemble learning
- base classifiers
- random forest
- ensemble classifier
- generalization ability
- decision trees
- fault diagnosis
- benchmark datasets
- machine learning methods
- drifting concepts
- fault detection
- base learners
- bootstrap sampling
- neural network
- genetic programming
- image classification
- training data