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[agghoo.git] / agghoo.Rcheck / agghoo / DESCRIPTION
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1Package: agghoo
2Title: Aggregated Hold-Out Cross Validation
3Date: 2022-08-30
4Version: 0.1-0
5Description: 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.
11Author: 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]
16Maintainer: Benjamin Auder <benjamin.auder@universite-paris-saclay.fr>
17Depends: R (>= 3.5.0)
18Imports: class, parallel, R6, rpart, FNN
19Suggests: roxygen2
20URL: https://git.auder.net/?p=agghoo.git
21License: MIT + file LICENSE
22RoxygenNote: 7.2.1
23Collate: 'compareTo.R' 'agghoo.R' 'R6_AgghooCV.R' 'R6_Model.R'
24 'checks.R' 'utils.R' 'A_NAMESPACE.R'
25NeedsCompilation: no
26Packaged: 2022-09-09 15:45:56 UTC; auder
27Built: R 4.2.1; ; 2022-09-09 15:46:05 UTC; unix