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5x Faster Scikit-Learn Parameter Tuning in 5 Lines of Code | by Michael Chau | Aug, 2020

Hyperparam set 2 is a set of unpromising hyperparameters that would be detected by tune’s early stopping mechanisms, and stopped early to avoid wasting training time and resources.
Lines 17, 18, and 26 are the only lines of code changed to enable Bayesian optimization