An empirical study of software change classification with imbalance data-handling methods.
Xiaoyan ZhuBinbin NiuE. James Whitehead Jr.Zhongbin SunPublished in: Softw. Pract. Exp. (2018)
Keyphrases
- classification systems
- machine learning methods
- data handling
- pattern recognition
- significant improvement
- benchmark data sets
- classification method
- benchmark datasets
- databases
- robust classification
- classification models
- machine learning
- cross validation
- text classification
- preprocessing
- feature selection
- class labels
- high dimensional data
- missing values
- support vector machine
- computational cost
- support vector
- classification decisions