Machine Learning, Model Selection, Hyperparameter Tuning, Learning Curve, Cross Validation.
coefficients of the fitted model are model parameters. Finding the right hyperparameters for a model can be crucial for the model performance on given data. For another thing, we might want to select the best learning method (and their corresponding “optimal” hyperparameters) from a set of eligible