Empirical study in using version histories for change risk classification.
Max KiehnXiangyi PanFatih CamciPublished in: MSR (2019)
Keyphrases
- empirical studies
- uci datasets
- classification accuracy
- empirical analysis
- pattern recognition
- pattern classification
- support vector
- real world data sets
- decision rules
- automatic classification
- decision making
- machine learning
- feature extraction
- feature vectors
- feature selection
- document classification
- supervised classification
- classification algorithm
- classification systems
- support vector machine svm
- image classification
- classification method
- machine learning methods
- object classification
- training set
- classification scheme
- data sets
- cost sensitive
- neural network
- decision support system
- feature space
- object recognition
- learning algorithm