Improved software fault prediction using new code metrics and machine learning algorithms.
Manpreet SinghJitender Kumar ChhabraPublished in: J. Comput. Lang. (2024)
Keyphrases
- machine learning algorithms
- software quality
- software metrics
- benchmark data sets
- source code
- learning algorithm
- machine learning
- software systems
- machine learning methods
- software projects
- predictive accuracy
- decision trees
- software development
- program understanding
- software engineering
- random forests
- learning problems
- development process
- input features
- machine learning approaches
- learning tasks
- machine learning models
- static analysis
- transfer learning
- code snippets
- fully functional
- aspect oriented programming
- data sets
- open source
- training set
- data structure
- reinforcement learning
- neural network