Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
feature count, of the current dataset and identifies the most similar dataset within the knowledge base. Based on this similarity, the system recommends hyperparameters that have previously shown to be optimal for the closely matched dataset. This approach offers a collection of well-chosen initial