%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname rmlnomogram %global packver 0.1.2 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.1.2 Release: 1%{?dist}%{?buildtag} Summary: Construct Explainable Nomogram for a Machine Learning Model License: MIT + file LICENSE URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 4.4 Requires: R-core >= 4.4 BuildArch: noarch BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-purrr BuildRequires: R-CRAN-broom BuildRequires: R-stats BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-ggpubr BuildRequires: R-CRAN-stringr BuildRequires: R-CRAN-tidyr BuildRequires: R-utils Requires: R-CRAN-dplyr Requires: R-CRAN-purrr Requires: R-CRAN-broom Requires: R-stats Requires: R-CRAN-ggplot2 Requires: R-CRAN-ggpubr Requires: R-CRAN-stringr Requires: R-CRAN-tidyr Requires: R-utils %description Construct an explainable nomogram for a machine learning (ML) model to improve availability of an ML prediction model in addition to a computer application, particularly in a situation where a computer, a mobile phone, an internet connection, or the application accessibility are unreliable. This package enables a nomogram creation for any ML prediction models, which is conventionally limited to only a linear/logistic regression model. This nomogram may indicate the explainability value per feature, e.g., the Shapley additive explanation value, for each individual. However, this package only allows a nomogram creation for a model using categorical without or with single numerical predictors. Detailed methodologies and examples are documented in our vignette, available at . %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}