The Use of Ensemble-Based Data Preprocessing Techniques for Software Defect Prediction.
Kehan GaoTaghi M. KhoshgoftaarAmri NapolitanoPublished in: Int. J. Softw. Eng. Knowl. Eng. (2014)
Keyphrases
- data preprocessing
- software defect prediction
- feature ranking
- ensemble learning
- feature selection
- text categorization
- feature subset selection
- support vector machine
- random forest
- high dimensionality
- data mining
- preprocessing
- missing values
- fold cross validation
- support vector
- logistic regression
- imbalanced data
- multi layer perceptron
- classification models
- gene selection
- ensemble methods
- feature subset
- ensemble classifier
- machine learning
- generalization ability
- base classifiers
- multi class
- artificial neural networks