Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
model non-linear relationships when polynomial terms (like x², x³, etc.) or interaction terms are included in the feature set. Limitations of Linear Regression: Linearity Assumption: Linear regression assumes a linear relationship between the dependent and independent variables. This may not hold