%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname mlr3resampling %global packver 2025.6.23 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 2025.6.23 Release: 1%{?dist}%{?buildtag} Summary: Resampling Algorithms for 'mlr3' Framework License: LGPL-3 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel Requires: R-core BuildArch: noarch BuildRequires: R-CRAN-mlr3 >= 0.21.1 BuildRequires: R-CRAN-data.table BuildRequires: R-CRAN-R6 BuildRequires: R-CRAN-checkmate BuildRequires: R-CRAN-paradox BuildRequires: R-CRAN-mlr3misc BuildRequires: R-CRAN-batchtools BuildRequires: R-CRAN-filelock Requires: R-CRAN-mlr3 >= 0.21.1 Requires: R-CRAN-data.table Requires: R-CRAN-R6 Requires: R-CRAN-checkmate Requires: R-CRAN-paradox Requires: R-CRAN-mlr3misc Requires: R-CRAN-batchtools Requires: R-CRAN-filelock %description A supervised learning algorithm inputs a train set, and outputs a prediction function, which can be used on a test set. If each data point belongs to a subset (such as geographic region, year, etc), then how do we know if subsets are similar enough so that we can get accurate predictions on one subset, after training on Other subsets? And how do we know if training on All subsets would improve prediction accuracy, relative to training on the Same subset? SOAK, Same/Other/All K-fold cross-validation, can be used to answer these questions, by fixing a test subset, training models on Same/Other/All subsets, and then comparing test error rates (Same versus Other and Same versus All). Also provides code for estimating how many train samples are required to get accurate predictions on a test set. %prep %setup -q -c -n %{packname} # fix end of executable files find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; # prevent binary stripping [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true [ -d %{packname}/src ] && find %{packname}/src/Make* -type f -exec \ sed -i 's@-g0@@g' {} \; || true # don't allow local prefix in executable scripts find -type f -executable -exec sed -Ei 's@#!( )*/usr/local/bin@#!/usr/bin@g' {} \; %build %install mkdir -p %{buildroot}%{rlibdir} %{_bindir}/R CMD INSTALL -l %{buildroot}%{rlibdir} %{packname} test -d %{packname}/src && (cd %{packname}/src; rm -f *.o *.so) rm -f %{buildroot}%{rlibdir}/R.css # remove buildroot from installed files find %{buildroot}%{rlibdir} -type f -exec sed -i "s@%{buildroot}@@g" {} \; %files %{rlibdir}/%{packname}