nnpiv.rkhs.ApproxRKHS2IV

class nnpiv.rkhs.ApproxRKHS2IV(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 alternate simultaneous RKHS estimator using finite kernel features.

This class mirrors RKHS2IV (non-Appendix J alternate objective) with Nystrom/RFF feature approximations.