Regularization
ph
\(\displaystyle \min _{f}\sum _{i=1}^{n}V(f({\hat {x}}_{i}),{\hat {y}}_{i})+\lambda R(f)\)
\(R(f)\) is a regularization term (or regularizer).
(cont.)
\(\displaystyle \min _{f}\sum _{i=1}^{n}V(f({\hat {x}}_{i}),{\hat {y}}_{i})+\lambda R(f)\)
\(R(f)\) is a regularization term (or regularizer).
(cont.)