Variance Inflation Factor (VIF): A Dive into Detecting Multicollinearity

Imagine this: You’re working on building a predictive model and everything seems fine until you notice that your model isn’t performing as expected. The coefficients are behaving oddly, and the predictions are just off. What could be wrong? One poss...