pyls.structures.PLSCrossValidationResults

class pyls.structures.PLSCrossValidationResults(**kwargs)[source]

Dictionary-like object containing results of PLS cross-validation testing

r_squared

R-squared (“determination coefficient”) for each of T predicted behavioral scores against true behavioral scores across I train / test split

Type

(T, I) numpy.ndarray

pearson_r

Pearson’s correlation for each of T predicted behavioral scores against true behavioral scores across I train / test split

Type

(T, I) numpy.ndarray