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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 |