Extracting Linear Equations from Model Output and Selecting a Single Value in Multiple Label Scenarios Using R's `lm()` Function

Handling Categorical Variables in R: A Step-by-Step Guide to One-Hot Encoding and Model Matrix Construction for Improved Machine Learning Performance