Open sp8rks opened 2 years ago
Suggestion for some of the commentary in the markdown cell about hyperparameter optimization. Feel free to edit as needed.
scikit-learn
estimator
API. Ax has much more sophisticated Bayesian models, including automatic relevance determination (ARD) and corresponding feature importances, advanced handling of noise, and capabilities to handle high-dimensional datasets. It also has several interfaces ranging from easy-to-use to heavily customizable and is a tool that we recommend. sklearn
models and to maintain a lightweight environment, we choose to use [GridSearchCV/sklearn-genetic-opt/skopt.BayesSearchCV; however, other options could have been used instead.
add a section on hyperparameter tuning since classical models were used with default hyperparameters