Co-evolutionary multi-population genetic programming for classification in software defect prediction: An empirical case study.
Goran MausaTihana Galinac GrbacPublished in: Appl. Soft Comput. (2017)
Keyphrases
- genetic programming
- software defect prediction
- multi population
- pattern recognition
- classification accuracy
- decision trees
- genetic algorithm
- machine learning
- support vector
- class labels
- classification algorithm
- fitness function
- feature vectors
- training samples
- supervised learning
- evolutionary algorithm
- feature extraction
- support vector machine svm
- text classification
- cross validation
- class imbalance
- regression problems
- benchmark datasets
- svm classifier
- support vector machine
- high dimensionality
- classification models
- feature selection