Artificial Intelligence, Machine Learning, Data, Data Science, Predictions.
Regression analysis is a powerful tool in the realm of machine learning and statistics, allowing us to model the relationships between variables. However, when dealing with high-dimensional data or multicollinearity, traditional regression models may struggle to generalize well to new, unseen data.