Update package to send on CRAN

[agghoo.git] / agghoo.Rcheck / agghoo-manual.tex

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