An effective hyperparameter optimization strategy can improve the performance of a machine learning model. A number of hyperparameter optimization techniques for different machine learning models are ...

This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as ...