%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname npcs %global packver 0.1.1 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.1.1 Release: 1%{?dist}%{?buildtag} Summary: Neyman-Pearson Classification via Cost-Sensitive Learning License: GPL-2 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.5.0 Requires: R-core >= 3.5.0 BuildArch: noarch BuildRequires: R-CRAN-dfoptim BuildRequires: R-CRAN-magrittr BuildRequires: R-CRAN-smotefamily BuildRequires: R-CRAN-foreach BuildRequires: R-CRAN-caret BuildRequires: R-CRAN-formatR BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-forcats BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-tidyr BuildRequires: R-CRAN-nnet Requires: R-CRAN-dfoptim Requires: R-CRAN-magrittr Requires: R-CRAN-smotefamily Requires: R-CRAN-foreach Requires: R-CRAN-caret Requires: R-CRAN-formatR Requires: R-CRAN-dplyr Requires: R-CRAN-forcats Requires: R-CRAN-ggplot2 Requires: R-CRAN-tidyr Requires: R-CRAN-nnet %description We connect the multi-class Neyman-Pearson classification (NP) problem to the cost-sensitive learning (CS) problem, and propose two algorithms (NPMC-CX and NPMC-ER) to solve the multi-class NP problem through cost-sensitive learning tools. Under certain conditions, the two algorithms are shown to satisfy multi-class NP properties. More details are available in the paper "Neyman-Pearson Multi-class Classification via Cost-sensitive Learning" (Ye Tian and Yang Feng, 2021). %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}