`mechanoChemML.src.stepwiseRegression`¶

Zhenlin Wang 2019

Module Contents¶

Classes¶

class mechanoChemML.src.stepwiseRegression.stepwiseR(F_criteria=[1], F_switch=[], basis_drop_strategy='aggressive', sigma_n=1e-20, anchor_index=[-1], alpha_lasso=0, alpha_ridge=0, ridge_cv=[-1], threshold_d=1e-14, n_jobs=1)[source]¶

Bases: object

test(self)[source]¶

stepwiseR_fit_aggressive(self, theta_matrix, X_matrix)[source]¶

stepwiseR_fit_most_insignificant(self, theta_matrix, X_matrix)[source]¶

stepwiseR_fit(self, theta_matrix, X_matrix)[source]¶