AUC                     Area Under the Curve
av_out                  Averaging out the predictive power
comb                    Combining in a list
compute_max_length      Maximum number of the regressions
compute_max_weight      Maximum feasible weight of the predictors
compute_weights         Weights of predictors
cross_val               Cross-validation run
cub                     Three-way interactions and squares
find_int                Finding the interacting terms based on the
                        index
find_sub                Finds certain subsets of predictors
get_indices             Best regression
get_predictions         Predictions for multinomial regression
get_predictions_lin     Predictions for linear regression
get_probabilities       Probabilities for multinomial regression
make_numeric            Turning a non-numeric variable into a numeric
                        one
make_numeric_sets       Transforming the set of predictors into a
                        numeric set
quadr                   Pairwise interactions and squares
regr_ind                Indices of the best regressions
sum_weights_sub         Cumulative weights of the predictors' subsets
