Empirical studies on feature selection for software fault prediction.
Jiaqiang ChenShulong LiuXiang ChenQing GuDaoxu ChenPublished in: Internetware (2013)
Keyphrases
- empirical studies
- feature selection
- real world data sets
- empirical analysis
- software quality
- software development
- text categorization
- systematic review
- software tools
- software systems
- text classification
- machine learning
- mutual information
- uci datasets
- support vector
- computer systems
- classification accuracy
- safety critical
- source code
- knn
- data sets
- software architecture
- software projects
- software developers
- software design
- unsupervised feature selection
- unsupervised learning
- feature subset
- test cases
- software engineering
- multi class
- support vector machine
- training data
- data mining