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[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}