Main objective of ridge regression?

• A. Minimize the sum of squared residuals with no penalty
• B. Minimize the sum of squared residuals with an L1 penalty
• C. Minimize the sum of squared residuals with an L2 penalty
• D. Maximize R-squared without penalty

Answer: (C)