eta()#

Lcurve.eta(beta: float) floatSource#

Calculate squared regularization norm \(\eta\).

\(\eta\) can be expressed with SVD components as follows:

\[\begin{split}\eta &= \|\mathbf{x}_\lambda\|_\mathbf{H}^2\\ &= \| \mathbf{F}_\lambda\mathbf{S}^{-1} \mathbf{U}^\mathsf{T}\mathbf{B}\mathbf{b} \|^2\end{split}\]
Parameters:
betafloat

Regularization parameter.

Returns:
float

Squared regularization norm \(\eta\).