File R-CRE.spec of Package R-CRE

# Automatically generated by CRAN2OBS
# 
# Spec file for package CRE 
# This file is auto-generated using information in the package source, 
# esp. Description and Summary. Improvements in that area should be 
# discussed with upstream. 
# 
# Copyright (c) 2026 SUSE LINUX GmbH, Nuernberg, Germany. 
# 
# All modifications and additions to the file contributed by third parties 
# remain the property of their copyright owners, unless otherwise agreed 
# upon. The license for this file, and modifications and additions to the 
# file, is the same license as for the pristine package itself (unless the 
# license for the pristine package is not an Open Source License, in which 
# case the license is the MIT License). An "Open Source License" is a 
# license that conforms to the Open Source Definition (Version 1.9) 
# published by the Open Source Initiative. 
#  
# Please submit bugfixes or comments via http://bugs.opensuse.org/ 
# 
 
%global packname  CRE 
%global rlibdir   %{_libdir}/R/library 
 
Name:           R-%{packname} 
Version:        0.2.7 
Release:        0 
Summary:        Interpretable Discovery and Inference of Heterogeneous Treatment Effects 
Group:          Development/Libraries/Other 
License:        GPL-3 
URL:            http://cran.r-project.org/web/packages/%{packname} 
Source:         CRE_0.2.7.tar.gz 
Requires:       R-base 
Requires:	R-logger
Requires:	R-gbm
Requires:	R-randomForest
Requires:	R-xgboost
Requires:	R-RRF
Requires:	R-data.table
Requires:	R-xtable
Requires:	R-glmnet
Requires:	R-bartCause
Requires:	R-stabs
Requires:	R-stringr
Requires:	R-SuperLearner
Requires:	R-magrittr
Requires:	R-ggplot2
Requires:	R-arules
Requires:	R-generics
Requires:	R-dbarts
Requires:	R-cli
Requires:	R-gtable
Requires:	R-isoband
Requires:	R-lifecycle
Requires:	R-rlang
Requires:	R-S7
Requires:	R-scales
Requires:	R-vctrs
Requires:	R-withr
Requires:	R-foreach
Requires:	R-shape
Requires:	R-Rcpp
Requires:	R-RcppEigen
Requires:	R-glue
Requires:	R-stringi
Requires:	R-nnls
Requires:	R-gam
Requires:	R-cvAUC
Requires:	R-jsonlite
Requires:	R-ROCR
Requires:	R-iterators
Requires:	R-cpp11
Requires:	R-farver
Requires:	R-labeling
Requires:	R-R6
Requires:	R-RColorBrewer
Requires:	R-viridisLite
Requires:	R-gplots
Requires:	R-gtools
Requires:	R-caTools
Requires:	R-bitops
 
# %%if 0%%{?sle_version} > 120400 || 0%%{?is_opensuse} 
# # Three others commonly needed 
# BuildRequires:  tex(ae.sty) 
# BuildRequires:  tex(fancyvrb.sty) 
# BuildRequires:  tex(inconsolata.sty) 
# BuildRequires:  tex(natbib.sty) 
# %else 
# BuildRequires:  texlive 
# %endif 
# BuildRequires:  texinfo 
BuildRequires:  fdupes 
BuildRequires:  R-base 
BuildRequires: 	R-logger
BuildRequires: 	R-gbm
BuildRequires: 	R-randomForest
BuildRequires: 	R-xgboost
BuildRequires: 	R-RRF
BuildRequires: 	R-data.table
BuildRequires: 	R-xtable
BuildRequires: 	R-glmnet
BuildRequires: 	R-bartCause
BuildRequires: 	R-stabs
BuildRequires: 	R-stringr
BuildRequires: 	R-SuperLearner
BuildRequires: 	R-magrittr
BuildRequires: 	R-ggplot2
BuildRequires: 	R-arules
BuildRequires: 	R-generics
BuildRequires: 	R-dbarts
BuildRequires: 	R-cli
BuildRequires: 	R-gtable
BuildRequires: 	R-isoband
BuildRequires: 	R-lifecycle
BuildRequires: 	R-rlang
BuildRequires: 	R-S7
BuildRequires: 	R-scales
BuildRequires: 	R-vctrs
BuildRequires: 	R-withr
BuildRequires: 	R-foreach
BuildRequires: 	R-shape
BuildRequires: 	R-Rcpp-devel
BuildRequires: 	R-RcppEigen-devel
BuildRequires: 	R-glue
BuildRequires: 	R-stringi
BuildRequires: 	R-nnls
BuildRequires: 	R-gam
BuildRequires: 	R-cvAUC
BuildRequires: 	R-jsonlite
BuildRequires: 	R-ROCR
BuildRequires: 	R-iterators
BuildRequires: 	R-cpp11-devel
BuildRequires: 	R-farver
BuildRequires: 	R-labeling
BuildRequires: 	R-R6
BuildRequires: 	R-RColorBrewer
BuildRequires: 	R-viridisLite
BuildRequires: 	R-gplots
BuildRequires: 	R-gtools
BuildRequires: 	R-caTools
BuildRequires: 	R-bitops
 
Suggests:	R-grf
Suggests:	R-BART
Suggests:	R-gnm
Suggests:	R-covr
Suggests:	R-knitr
Suggests:	R-rmarkdown
Suggests:	R-testthat
%description 
Provides a new method for interpretable heterogeneous treatment effects 
characterization in terms of decision rules via an extensive 
exploration of heterogeneity patterns by an ensemble-of-trees approach, 
enforcing high stability in the discovery. It relies on a two-stage 
pseudo-outcome regression, and it is supported by theoretical 
convergence guarantees. Bargagli-Stoffi, F. J., Cadei, R., Lee, K., & 
Dominici, F. (2023) Causal rule ensemble: Interpretable Discovery and 
Inference of Heterogeneous Treatment Effects. arXiv preprint 
<doi:10.48550/arXiv.2009.09036>. 
 
%prep 
%setup -q -c -n %{packname} 
# the next line is needed, because we build without --clean in between two packages 
rm -rf ~/.R  
 
 
%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 
%fdupes -s %{buildroot}%{rlibdir} 
 
#%%check 
#%%{_bindir}/R CMD check %%{packname} 
 
%files 
%dir %{rlibdir}/%{packname} 
%{rlibdir}/%{packname}/CITATION
%doc %{rlibdir}/%{packname}/DESCRIPTION
%{rlibdir}/%{packname}/INDEX
%{rlibdir}/%{packname}/Meta
%{rlibdir}/%{packname}/NAMESPACE
%doc %{rlibdir}/%{packname}/NEWS.md
%{rlibdir}/%{packname}/R
%{rlibdir}/%{packname}/doc
%doc %{rlibdir}/%{packname}/help
%doc %{rlibdir}/%{packname}/html
 
%changelog