Importance of Tuning Hyperparameters of Machine Learning Algorithms

Hilde J. P. Weerts, Andreas C. Mueller, Joaquin Vanschoren

The performance of many machine learning algorithms depends on their hyperparameter settings. The goal of this study is to determine whether it is important to tune a hyperparamete…