Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization.
Eva BartzMartin ZaeffererOlaf MersmannThomas Bartz-BeielsteinPublished in: CoRR (2021)
Keyphrases
- optimization algorithm
- gaussian processes
- gold standard
- real time
- evaluation methods
- evaluation criteria
- global optimization
- combinatorial optimization
- data driven
- reinforcement learning
- information systems
- model selection
- optimization method
- optimization problems
- support vector
- evaluation measures
- optimization process
- constrained optimization
- artificial intelligence
- database
- evaluation model
- evaluation process