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Gaussian processes are preferred surrogate products in Bayesian optimization accustomed to do hyperparameter optimization. Genetic algorithms[edit]Machine learning is often a subfield of artificial intelligence (AI) that makes use of algorithms skilled on data sets to generate self-learning designs which are capable of predicting outcomes and class