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1 | \nonstopmode{} |
2 | \documentclass[letterpaper]{book} | |
3 | \usepackage[times,hyper]{Rd} | |
4 | \usepackage{makeidx} | |
5 | \usepackage[utf8]{inputenc} % @SET ENCODING@ | |
6 | % \usepackage{graphicx} % @USE GRAPHICX@ | |
7 | \makeindex{} | |
8 | \begin{document} | |
9 | \chapter*{} | |
10 | \begin{center} | |
11 | {\textbf{\huge Package `agghoo'}} | |
12 | \par\bigskip{\large \today} | |
13 | \end{center} | |
14 | \ifthenelse{\boolean{Rd@use@hyper}}{\hypersetup{pdftitle = {agghoo: Aggregated Hold-Out Cross Validation}}}{} | |
15 | \begin{description} | |
16 | \raggedright{} | |
17 | \item[Title]\AsIs{Aggregated Hold-Out Cross Validation} | |
18 | \item[Date]\AsIs{2022-08-30} | |
19 | \item[Version]\AsIs{0.1-0} | |
20 | \item[Description]\AsIs{The 'agghoo' procedure is an alternative to usual cross-validation. | |
21 | Instead of choosing the best model trained on V subsamples, it determines | |
22 | a winner model for each subsample, and then aggregate the V outputs. | |
23 | For the details, see ``Aggregated hold-out'' by Guillaume Maillard, | |
24 | Sylvain Arlot, Matthieu Lerasle (2021) <}\Rhref{https://arxiv.org/abs/1909.04890}{arXiv:1909.04890}\AsIs{> | |
25 | published in Journal of Machine Learning Research 22(20):1--55.} | |
26 | \item[Author]\AsIs{Sylvain Arlot }\email{sylvain.arlot@universite-paris-saclay.fr}\AsIs{ [cph,ctb], | |
27 | Benjamin Auder }\email{benjamin.auder@universite-paris-saclay.fr}\AsIs{ [aut,cre,cph], | |
28 | Melina Gallopin }\email{melina.gallopin@universite-paris-saclay.fr}\AsIs{ [cph,ctb], | |
29 | Matthieu Lerasle }\email{matthieu.lerasle@universite-paris-saclay.fr}\AsIs{ [cph,ctb], | |
30 | Guillaume Maillard }\email{guillaume.maillard@uni.lu}\AsIs{ [cph,ctb]} | |
31 | \item[Maintainer]\AsIs{Benjamin Auder }\email{benjamin.auder@universite-paris-saclay.fr}\AsIs{} | |
32 | \item[Depends]\AsIs{R (>= 3.5.0)} | |
33 | \item[Imports]\AsIs{class, parallel, R6, rpart, FNN} | |
34 | \item[Suggests]\AsIs{roxygen2} | |
35 | \item[URL]\AsIs{}\url{https://git.auder.net/?p=agghoo.git}\AsIs{} | |
36 | \item[License]\AsIs{MIT + file LICENSE} | |
37 | \item[RoxygenNote]\AsIs{7.2.1} | |
38 | \item[Collate]\AsIs{'compareTo.R' 'agghoo.R' 'R6_AgghooCV.R' 'R6_Model.R' | |
39 | 'checks.R' 'utils.R' 'A_NAMESPACE.R'} | |
40 | \item[NeedsCompilation]\AsIs{no} | |
41 | \end{description} | |
42 | \Rdcontents{\R{} topics documented:} | |
43 | \printindex{} | |
44 | \end{document} |