Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
factor applied to each tree. Number of trees: The number of boosting stages to be run. Subsample: Fraction of samples used for fitting the individual base learners. Read this article for a more detailed explanation of hyperparameters. Hyperparameter optimization approaches There are four main