Enhancing Machine Learning Model Performance with Hyper Parameter Optimization: A Comparative Study

no code implementations • 14 Feb 2023 • Caner Erden, Halil Ibrahim Demir, Abdullah Hulusi Kökçam

In this study, classical methods, such as grid, random search and Bayesian optimization, and population-based algorithms, such as genetic algorithms and particle swarm optimization, are discussed in terms of the HPO.

Bayesian Optimization