Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
lower variance and lead to a better overall model. However, if the penalty term is too large, these models may become overly simplified and exhibit high bias, leading to underfitting. The choice between Linear, Lasso, and Ridge Regression depends largely on your specific dataset and problem. If