Training Data Selection for Cross-Project Defection Prediction: Which Approach Is Better?
Yi BinKai ZhouHongmin LuYuming ZhouBaowen XuPublished in: ESEM (2017)
Keyphrases
- training data
- prediction accuracy
- learning algorithm
- prediction model
- data sets
- prediction algorithm
- training samples
- project management
- test data
- domain knowledge
- prior knowledge
- evolutionary algorithm
- training set
- classification models
- case study
- decision trees
- training instances
- selection strategy
- training process
- learning community
- labeled data
- test set
- naive bayes
- database
- data collection
- software development
- classification accuracy
- real time