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 |