projects / agghoo.git / blame
| Commit | Line | Data |
|---|---|---|
| 97f16440 BA |
1 | Package: agghoo |
| 2 | Title: Aggregated Hold-Out Cross Validation | |
| 3 | Date: 2022-08-30 | |
| 4 | Version: 0.1-0 | |
| 5 | Description: The 'agghoo' procedure is an alternative to usual cross-validation. | |
| 6 | Instead of choosing the best model trained on V subsamples, it determines | |
| 7 | a winner model for each subsample, and then aggregate the V outputs. | |
| 8 | For the details, see "Aggregated hold-out" by Guillaume Maillard, | |
| 9 | Sylvain Arlot, Matthieu Lerasle (2021) <arXiv:1909.04890> | |
| 10 | published in Journal of Machine Learning Research 22(20):1--55. | |
| 11 | Author: Sylvain Arlot <sylvain.arlot@universite-paris-saclay.fr> [cph,ctb], | |
| 12 | Benjamin Auder <benjamin.auder@universite-paris-saclay.fr> [aut,cre,cph], | |
| 13 | Melina Gallopin <melina.gallopin@universite-paris-saclay.fr> [cph,ctb], | |
| 14 | Matthieu Lerasle <matthieu.lerasle@universite-paris-saclay.fr> [cph,ctb], | |
| 15 | Guillaume Maillard <guillaume.maillard@uni.lu> [cph,ctb] | |
| 16 | Maintainer: Benjamin Auder <benjamin.auder@universite-paris-saclay.fr> | |
| 17 | Depends: R (>= 3.5.0) | |
| 18 | Imports: class, parallel, R6, rpart, FNN | |
| 19 | Suggests: roxygen2 | |
| 20 | URL: https://git.auder.net/?p=agghoo.git | |
| 21 | License: MIT + file LICENSE | |
| 22 | RoxygenNote: 7.2.1 | |
| 23 | Collate: 'compareTo.R' 'agghoo.R' 'R6_AgghooCV.R' 'R6_Model.R' | |
| 24 | 'checks.R' 'utils.R' 'A_NAMESPACE.R' | |
| 25 | NeedsCompilation: no | |
| 26 | Packaged: 2022-09-09 15:45:56 UTC; auder | |
| 27 | Built: R 4.2.1; ; 2022-09-09 15:46:05 UTC; unix |