On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice

Li Yang, Abdallah Shami

Machine learning algorithms have been used widely in various applications and areas. To fit a machine learning model into different problems, its hyper-parameters must be tuned. Se…