Gaussian processes are preferred surrogate models in Bayesian optimization accustomed to do hyperparameter optimization. Genetic algorithms[edit]Dimensionality reduction is actually a process of lessening the number of random variables into consideration by getting a set of principal variables.[54] To paraphrase, It is just a process of lowering th