Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
Amritanshu AgrawalXueqi YangRishabh AgrawalXipeng ShenTim MenziesPublished in: CoRR (2020)
Keyphrases
- optimization problems
- software systems
- optimization algorithm
- software design
- computer systems
- global optimization
- optimization process
- source code
- software development
- data mining
- software maintenance
- software tools
- development process
- machine learning
- software developers
- social media
- closed form
- optimization method
- test cases
- open source
- optimization methods
- knowledge discovery
- multi objective
- evolutionary algorithm
- gaussian processes
- data analysis