Description Here’s a simple, professional description you can paste: This report analyzes the Auto dataset from the ISLR2 package to predict car acceleration using cross-validated linear models. I compare single-predictor models, perform forward selection using 5-fold cross-validation, identify the most useful predictors, and evaluate the final model using RMSE and prediction plots.