Man pages for snarles/ClassEx
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. |
