Machine Learning, Regression, Sklearn, Hyperparameter Tuning, Python.
split. 3. Model Selection — Ridge Regression There were two factors I took into account when selecting a model: the relatively small number of data points and the issue of multicollinearity. Based on this, I chose to use simple Ridge Regression, which is well equipped to accommodate both such