An empirical study of software entropy based bug prediction using machine learning.
Arvinder KaurKamaldeep KaurDeepti ChopraPublished in: Int. J. Syst. Assur. Eng. Manag. (2017)
Keyphrases
- software testing
- software systems
- machine learning
- software development
- software engineering
- source code
- software projects
- prediction accuracy
- information theory
- prediction model
- machine learning methods
- pattern recognition
- software developers
- software design
- software components
- software evolution
- decision trees
- software maintenance
- learning algorithm
- active learning
- software architecture
- data mining
- development process
- machine learning algorithms
- feature selection
- software engineers
- software quality
- explanation based learning
- embedded systems
- neural network
- prediction algorithm
- design patterns
- model selection
- reinforcement learning
- knowledge acquisition
- text classification
- open source
- knowledge discovery
- bug localization
- bug reports
- data sets
- natural language
- expert systems
- supervised learning
- computational biology
- prediction error
- learning systems
- learning problems
- inductive logic programming