Identification of extract method refactoring opportunities for the decomposition of methods.
Nikolaos TsantalisAlexander ChatzigeorgiouPublished in: J. Syst. Softw. (2011)
Keyphrases
- significant improvement
- alternative methods
- synthetic and real images
- machine learning methods
- classification method
- methods outperform
- preprocessing
- benchmark data sets
- shows significant improvement
- computational cost
- classical methods
- decomposition method
- hybrid method
- simulated and real data
- cost function
- detection method
- methods require
- experimental evaluation
- search methods
- decomposition methods
- computational complexity
- retrieval method
- gold standard
- statistical methods
- reconstruction method
- heuristic methods
- linear regression
- optimization method
- high accuracy
- similarity measure
- numerical methods
- missing values
- software systems
- filtering method
- support vector machine svm
- edge detection
- classification accuracy
- pairwise
- training set
- objective function