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Original file line number | Diff line number | Diff line change |
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%global __brp_check_rpaths %{nil} | ||
%global __requires_exclude ^libmpi | ||
%global packname dfr | ||
%global packver 0.1.1 | ||
%global rlibdir /usr/local/lib/R/library | ||
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Name: R-CRAN-%{packname} | ||
Version: 0.1.1 | ||
Release: 1%{?dist}%{?buildtag} | ||
Summary: Dual Feature Reduction for SGL | ||
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License: GPL (>= 3) | ||
URL: https://cran.r-project.org/package=%{packname} | ||
Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz | ||
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BuildRequires: R-devel | ||
Requires: R-core | ||
BuildArch: noarch | ||
BuildRequires: R-CRAN-sgs | ||
BuildRequires: R-CRAN-caret | ||
BuildRequires: R-CRAN-MASS | ||
BuildRequires: R-methods | ||
BuildRequires: R-stats | ||
BuildRequires: R-grDevices | ||
BuildRequires: R-graphics | ||
BuildRequires: R-CRAN-Matrix | ||
Requires: R-CRAN-sgs | ||
Requires: R-CRAN-caret | ||
Requires: R-CRAN-MASS | ||
Requires: R-methods | ||
Requires: R-stats | ||
Requires: R-grDevices | ||
Requires: R-graphics | ||
Requires: R-CRAN-Matrix | ||
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%description | ||
Implementation of the Dual Feature Reduction (DFR) approach for the Sparse | ||
Group Lasso (SGL) and the Adaptive Sparse Group Lasso (aSGL) (Feser and | ||
Evangelou (2024) <doi:10.48550/arXiv.2405.17094>). The DFR approach is a | ||
feature reduction approach that applies strong screening to reduce the | ||
feature space before optimisation, leading to speed-up improvements for | ||
fitting SGL (Simon et al. (2013) <doi:10.1080/10618600.2012.681250>) and | ||
aSGL (Mendez-Civieta et al. (2020) <doi:10.1007/s11634-020-00413-8> and | ||
Poignard (2020) <doi:10.1007/s10463-018-0692-7>) models. DFR is | ||
implemented using the Adaptive Three Operator Splitting (ATOS) (Pedregosa | ||
and Gidel (2018) <doi:10.48550/arXiv.1804.02339>) algorithm, with linear | ||
and logistic SGL models supported, both of which can be fit using k-fold | ||
cross-validation. Dense and sparse input matrices are supported. | ||
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%prep | ||
%setup -q -c -n %{packname} | ||
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# 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' {} \; | ||
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%build | ||
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%install | ||
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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" {} \; | ||
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%files | ||
%{rlibdir}/%{packname} |
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