nnpiv.rkhs.ApproxRKHS2IVL2

class nnpiv.rkhs.ApproxRKHS2IVL2(kernel_approx='nystrom', n_components=10, kernel='rbf', gamma=2, degree=3, coef0=1, kernel_params=None, delta_scale='auto', delta_exp='auto', alpha_scale='auto')[source]

Approximate Appendix J / Algorithm 2 RKHS estimator using finite kernel features.

This class mirrors RKHS2IVL2 with Nystrom/RFF feature approximations.