To Automatically Map Source Code Entities to Architectural Modules with Naive Bayes.
Tobias OlssonMorgan EricssonAnna WingkvistPublished in: CoRR (2021)
Keyphrases
- source code
- naive bayes
- classification accuracy
- decision trees
- open source
- software systems
- text classification
- naive bayes classifier
- text categorization
- fault prone
- logistic regression
- change impact analysis
- training data
- software maintenance
- feature selection
- augmented naive bayes
- bayesian networks
- software projects
- high level
- independence assumption
- bayesian classifier
- source code metrics
- averaged one dependence estimators
- conditional independence assumption
- software architecture
- automated tools
- software metrics
- software repositories
- bayesian network classifiers
- software evolution
- database
- attribute dependencies
- bug localization
- named entities
- labeled data
- data mining
- data sets