%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname lime %global packver 0.5.3 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.5.3 Release: 1%{?dist}%{?buildtag} Summary: Local Interpretable Model-Agnostic Explanations License: MIT + file LICENSE URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel Requires: R-core BuildRequires: R-CRAN-glmnet BuildRequires: R-stats BuildRequires: R-CRAN-ggplot2 BuildRequires: R-tools BuildRequires: R-CRAN-stringi BuildRequires: R-CRAN-Matrix BuildRequires: R-CRAN-Rcpp BuildRequires: R-CRAN-assertthat BuildRequires: R-methods BuildRequires: R-grDevices BuildRequires: R-CRAN-gower BuildRequires: R-CRAN-RcppEigen Requires: R-CRAN-glmnet Requires: R-stats Requires: R-CRAN-ggplot2 Requires: R-tools Requires: R-CRAN-stringi Requires: R-CRAN-Matrix Requires: R-CRAN-Rcpp Requires: R-CRAN-assertthat Requires: R-methods Requires: R-grDevices Requires: R-CRAN-gower %description When building complex models, it is often difficult to explain why the model should be trusted. While global measures such as accuracy are useful, they cannot be used for explaining why a model made a specific prediction. 'lime' (a port of the 'lime' 'Python' package) is a method for explaining the outcome of black box models by fitting a local model around the point in question an perturbations of this point. The approach is described in more detail in the article by Ribeiro et al. (2016) . %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}