%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname oscar %global packver 1.2.1 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.2.1 Release: 1%{?dist}%{?buildtag} Summary: Optimal Subset Cardinality Regression (OSCAR) Models Using the L0-Pseudonorm License: GPL-3 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.6.0 Requires: R-core >= 3.6.0 BuildRequires: R-graphics BuildRequires: R-grDevices BuildRequires: R-CRAN-hamlet BuildRequires: R-CRAN-Matrix BuildRequires: R-methods BuildRequires: R-stats BuildRequires: R-CRAN-survival BuildRequires: R-utils BuildRequires: R-CRAN-pROC Requires: R-graphics Requires: R-grDevices Requires: R-CRAN-hamlet Requires: R-CRAN-Matrix Requires: R-methods Requires: R-stats Requires: R-CRAN-survival Requires: R-utils Requires: R-CRAN-pROC %description Optimal Subset Cardinality Regression (OSCAR) models offer regularized linear regression using the L0-pseudonorm, conventionally known as the number of non-zero coefficients. The package estimates an optimal subset of features using the L0-penalization via cross-validation, bootstrapping and visual diagnostics. Effective Fortran implementations are offered along the package for finding optima for the DC-decomposition, which is used for transforming the discrete L0-regularized optimization problem into a continuous non-convex optimization task. These optimization modules include DBDC ('Double Bundle method for nonsmooth DC optimization' as described in Joki et al. (2018) ) and LMBM ('Limited Memory Bundle Method for large-scale nonsmooth optimization' as in Haarala et al. (2004) ). The OSCAR models are comprehensively exemplified in Halkola et al. (2023) ). Multiple regression model families are supported: Cox, logistic, and Gaussian. %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}