Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
columns. By repeatedly training models on these datasets with various hyperparameters and identifying the best-performing ones, we built a large database that links dataset meta-features to their ideal hyperparameters. This knowledge base then guided the selection of hyperparameters for new