Linear Regression, Ridge Regression, Penalty, Loss, Cost Function.
X^Ty w = inv(X^TX + alpha * I) * X^Ty This equation provides the Ridge Regression coefficients w that minimize the modified objective function. Advantages and Limitations of Ridge Regression Ridge Regression offers several advantages and can be beneficial in certain scenarios: 1. Reducing