Machine Learning, Regression, Sklearn, Hyperparameter Tuning, Python.
and Consumer Price Index (CPI). [1] The proposed model utilizes Ridge Regression with optimized hyperparameters obtained through a Grid Search with 10-fold Cross Validation. 1. Setup and Initial Observations After importing the necessary modules and files, I constructed a data frame and began