Method-level bug prediction.
Emanuel GigerMarco D'AmbrosMartin PinzgerHarald C. GallPublished in: ESEM (2012)
Keyphrases
- synthetic data
- theoretical analysis
- similarity measure
- high accuracy
- significant improvement
- dynamic programming
- classification accuracy
- prediction error
- detection method
- computational cost
- experimental evaluation
- prediction model
- neural network
- support vector machine
- feature vectors
- mutual information
- pairwise
- clustering method
- training set
- genetic algorithm
- fully automatic
- optimization method
- machine learning