| 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} |