projects / agghoo.git / blame
| Commit | Line | Data |
|---|---|---|
| c5946158 BA |
1 | Package: agghoo |
| 2 | Title: Aggregated Hold-out Cross Validation | |
| 3 | Date: 2021-06-05 | |
| 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: | |
| 18 | R (>= 3.5.0) | |
| 19 | Imports: | |
| 20 | R6, | |
| c5946158 | 21 | rpart, |
| d9a139b5 BA |
22 | randomForest, |
| 23 | FNN | |
| c5946158 BA |
24 | Suggests: |
| 25 | roxygen2 | |
| 26 | URL: https://git.auder.net/?p=agghoo.git | |
| 27 | License: MIT + file LICENSE | |
| 28 | RoxygenNote: 7.1.1 | |
| 29 | Collate: | |
| 7733758e | 30 | 'compareTo.R' |
| c5946158 | 31 | 'agghoo.R' |
| cca5f1c6 | 32 | 'R6_AgghooCV.R' |
| c5946158 | 33 | 'R6_Model.R' |
| afa67660 | 34 | 'checks.R' |
| afa67660 | 35 | 'utils.R' |
| 7733758e | 36 | 'A_NAMESPACE.R' |