Analysis

get_variances(a, lam=None, Dict=False)

This function returns the variances of the approximated ANOVA terms for all lam, if lam == None. Otherwise for the provided lam. Depending on Dict, it returns the approximated ANOVA terms as a vector or as a dict.

get_GSI(a, lam=None, Dict=False)

This function returns the global sensitivity indices of the approximation for all lam, if lam == None. Otherwise for the provided lam. Depending on Dict, it returns the approximated ANOVA terms as a vector or as a dict.

get_AttributeRanking(a, lam=None)

This function returns the attribute ranking of the approximation for all reg. parameters lam, if lam == None, as a dictionary of vectors of length a.d. Otherwise for the provided lam as a vector of length a.d.

get_ShapleyValues(a, lam=None)

This function returns the Shapley values of the approximation for all reg. parameters lam, if lam == None, as a dictionary of vectors of length a.d. Otherwise for the provided lam as a vector of length a.d.