X-Git-Url: https://git.auder.net/?p=agghoo.git;a=blobdiff_plain;f=agghoo.Rcheck%2Fagghoo-manual.tex;fp=agghoo.Rcheck%2Fagghoo-manual.tex;h=8a561f0f9718efba44b655b0a7544a5e17bc31b5;hp=0000000000000000000000000000000000000000;hb=97f16440280a40a49c4898a75942e374880bfca3;hpb=3b8affec63125c3816a3d15f0f49776dc14867a2 diff --git a/agghoo.Rcheck/agghoo-manual.tex b/agghoo.Rcheck/agghoo-manual.tex new file mode 100644 index 0000000..8a561f0 --- /dev/null +++ b/agghoo.Rcheck/agghoo-manual.tex @@ -0,0 +1,44 @@ +\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}