Extrapolation Methods for Multiclass Classification Accuracy

bdwid_all_preds | Get predictions for a list of basis sets |

ClassExReg | Classification Extrapolation with Regression (and bootstrap... |

ClassExReg1nn | Classification Extrapolation with Regression (and bootstrap... |

count_acc | Subroutine to compute average test accuracies ATA_k given... |

fastRank | Computing the rank of the correct label given classification... |

fastRank1nn | Computing the rank of the Euclidean distance between... |

gaussian_basis | Formula for Gaussian-kernel based extrapolation basis... |

gaussian_kernel_cdf | Subroutine to get the KDE estimate of Pr[X > x] using... |

get_gaussian_basis_mat | Get a Gaussian-kernel based basis matrix for ClassExReg. |

kernel_extrap | KDE-based extrapolator for multi-class classification... |

logmeanexp | Log mean exponential |

logsumexp | Log sum exponential |

raccs | Subroutine to get all of the KDE estimates of the... |

sub_accuracies | Compute average test accuracies ATA_k. |

sub_accuracies_1nn | Compute average test accuracies ATA_k for 1-nearest neighbor. |

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