What penalty term does ridge regression use?

What penalty term does ridge regression use?

• A. The L1 norm penalty (sum of absolute values of coefficients)
• B. No penalty
• C. The L∞ norm penalty (maximum absolute coefficient)
• D. The L2 norm penalty (sum of squares of coefficients)

Answer: (D)