Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
Amritanshu AgrawalXueqi YangRishabh AgrawalRahul YedidaXipeng ShenTim MenziesPublished in: IEEE Trans. Software Eng. (2022)
Keyphrases
- optimization algorithm
- optimization problems
- learning analytics
- global optimization
- data mining
- optimization process
- computer systems
- software design
- gaussian processes
- software development
- case study
- software systems
- software architecture
- optimization methods
- software tools
- user interface
- business intelligence
- big data
- source code
- databases