Grid Search, Hyperparameter Tuning, Machine Learning, Data Science, Fine Tuning.
maximum depth, and learning rate, leading to improved predictive performance. 3. Support Vector Machines: Grid Search is utilized to tune hyperparameters such as the choice of kernel, regularization parameter ©, and kernel coefficients (gamma) in support vector machines. It enhances the