%global __brp_check_rpaths %{nil} %global packname modelDown %global packver 1.1 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.1 Release: 2%{?dist}%{?buildtag} Summary: Make Static HTML Website for Predictive Models License: Apache License 2.0 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.4.0 Requires: R-core >= 3.4.0 BuildArch: noarch BuildRequires: R-CRAN-ggplot2 >= 3.1.0 BuildRequires: R-CRAN-archivist >= 2.1.0 BuildRequires: R-CRAN-devtools >= 2.0.1 BuildRequires: R-CRAN-psych >= 1.8.4 BuildRequires: R-CRAN-svglite >= 1.2.1 BuildRequires: R-CRAN-DALEX >= 1.0 BuildRequires: R-CRAN-kableExtra >= 0.9.0 BuildRequires: R-CRAN-DT >= 0.4 BuildRequires: R-CRAN-whisker >= 0.3 BuildRequires: R-CRAN-auditor >= 0.3.0 BuildRequires: R-CRAN-drifter >= 0.2.1 BuildRequires: R-CRAN-breakDown >= 0.1.6 Requires: R-CRAN-ggplot2 >= 3.1.0 Requires: R-CRAN-archivist >= 2.1.0 Requires: R-CRAN-devtools >= 2.0.1 Requires: R-CRAN-psych >= 1.8.4 Requires: R-CRAN-svglite >= 1.2.1 Requires: R-CRAN-DALEX >= 1.0 Requires: R-CRAN-kableExtra >= 0.9.0 Requires: R-CRAN-DT >= 0.4 Requires: R-CRAN-whisker >= 0.3 Requires: R-CRAN-auditor >= 0.3.0 Requires: R-CRAN-drifter >= 0.2.1 Requires: R-CRAN-breakDown >= 0.1.6 %description Website generator with HTML summaries for predictive models. This package uses 'DALEX' explainers to describe global model behavior. We can see how well models behave (tabs: Model Performance, Auditor), how much each variable contributes to predictions (tabs: Variable Response) and which variables are the most important for a given model (tabs: Variable Importance). We can also compare Concept Drift for pairs of models (tabs: Drifter). Additionally, data available on the website can be easily recreated in current R session. Work on this package was financially supported by the NCN Opus grant 2017/27/B/ST6/01307 at Warsaw University of Technology, Faculty of Mathematics and Information Science. %prep %setup -q -c -n %{packname} find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true %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 %files %{rlibdir}/%{packname}