Hard Cases in Source Code to Architecture Mapping using Naive Bayes.
Tobias OlssonMorgan EricssonAnna WingkvistPublished in: ECSA (Companion) (2021)
Keyphrases
- source code
- naive bayes
- decision trees
- classification accuracy
- open source
- software systems
- logistic regression
- text classification
- naive bayes classifier
- text categorization
- training data
- software maintenance
- feature selection
- software projects
- bayesian networks
- augmented naive bayes
- bayesian classifier
- software architecture
- high level
- attribute dependencies
- case study
- machine learning
- software evolution
- independence assumption
- bayesian network classifiers
- averaged one dependence estimators
- database
- website
- learning algorithm
- software repositories
- conditional independence assumption
- bug localization