File R-ale.spec of Package R-ale

# Automatically generated by CRAN2OBS
# 
# Spec file for package ale 
# 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) 2025 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  ale 
%global rlibdir   %{_libdir}/R/library 
 
Name:           R-%{packname} 
Version:        0.5.0 
Release:        0 
Summary:        Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE) 
Group:          Development/Libraries/Other 
License:        MIT + file LICENSE 
URL:            http://cran.r-project.org/web/packages/%{packname} 
Source:         ale_0.5.0.tar.gz 
Requires:       R-base 
Requires:	R-broom
Requires:	R-cli
Requires:	R-dplyr
Requires:	R-furrr
Requires:	R-future
Requires:	R-ggplot2
Requires:	R-insight
Requires:	R-patchwork
Requires:	R-progressr
Requires:	R-purrr
Requires:	R-rlang
Requires:	R-S7
Requires:	R-staccuracy
Requires:	R-stringr
Requires:	R-tidyr
Requires:	R-univariateML
Requires:	R-backports
Requires:	R-generics
Requires:	R-glue
Requires:	R-lifecycle
Requires:	R-tibble
Requires:	R-magrittr
Requires:	R-pillar
Requires:	R-R6
Requires:	R-tidyselect
Requires:	R-vctrs
Requires:	R-globals
Requires:	R-digest
Requires:	R-listenv
Requires:	R-parallelly
Requires:	R-gtable
Requires:	R-isoband
Requires:	R-scales
Requires:	R-withr
Requires:	R-farver
Requires:	R-stringi
Requires:	R-cpp11
Requires:	R-assertthat
Requires:	R-extraDistr
Requires:	R-logitnorm
Requires:	R-actuar
Requires:	R-nakagami
Requires:	R-fGarch
Requires:	R-intervals
Requires:	R-Rfast
Requires:	R-pracma
Requires:	R-sads
Requires:	R-expint
Requires:	R-Rcpp
Requires:	R-fBasics
Requires:	R-timeDate
Requires:	R-timeSeries
Requires:	R-fastICA
Requires:	R-cvar
Requires:	R-utf8
Requires:	R-zigg
Requires:	R-RcppParallel
Requires:	R-RcppArmadillo
Requires:	R-bbmle
Requires:	R-VGAM
Requires:	R-poilog
Requires:	R-GUILDS
Requires:	R-poweRlaw
Requires:	R-labeling
Requires:	R-RColorBrewer
Requires:	R-viridisLite
Requires:	R-pkgconfig
Requires:	R-numDeriv
Requires:	R-bdsmatrix
Requires:	R-mvtnorm
Requires:	R-gbutils
Requires:	R-Rdpack
Requires:	R-gss
Requires:	R-stabledist
Requires:	R-nloptr
Requires:	R-rbibutils
 
# %%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-broom
BuildRequires: 	R-cli
BuildRequires: 	R-dplyr
BuildRequires: 	R-furrr
BuildRequires: 	R-future
BuildRequires: 	R-ggplot2
BuildRequires: 	R-insight
BuildRequires: 	R-patchwork
BuildRequires: 	R-progressr
BuildRequires: 	R-purrr
BuildRequires: 	R-rlang
BuildRequires: 	R-S7
BuildRequires: 	R-staccuracy
BuildRequires: 	R-stringr
BuildRequires: 	R-tidyr
BuildRequires: 	R-univariateML
BuildRequires: 	R-backports
BuildRequires: 	R-generics
BuildRequires: 	R-glue
BuildRequires: 	R-lifecycle
BuildRequires: 	R-tibble
BuildRequires: 	R-magrittr
BuildRequires: 	R-pillar
BuildRequires: 	R-R6
BuildRequires: 	R-tidyselect
BuildRequires: 	R-vctrs
BuildRequires: 	R-globals
BuildRequires: 	R-digest
BuildRequires: 	R-listenv
BuildRequires: 	R-parallelly
BuildRequires: 	R-gtable
BuildRequires: 	R-isoband
BuildRequires: 	R-scales
BuildRequires: 	R-withr
BuildRequires: 	R-farver
BuildRequires: 	R-stringi
BuildRequires: 	R-cpp11-devel
BuildRequires: 	R-assertthat
BuildRequires: 	R-extraDistr
BuildRequires: 	R-logitnorm
BuildRequires: 	R-actuar
BuildRequires: 	R-nakagami
BuildRequires: 	R-fGarch
BuildRequires: 	R-intervals
BuildRequires: 	R-Rfast
BuildRequires: 	R-pracma
BuildRequires: 	R-sads
BuildRequires: 	R-expint
BuildRequires: 	R-Rcpp-devel
BuildRequires: 	R-fBasics
BuildRequires: 	R-timeDate
BuildRequires: 	R-timeSeries
BuildRequires: 	R-fastICA
BuildRequires: 	R-cvar
BuildRequires: 	R-utf8
BuildRequires: 	R-zigg
BuildRequires: 	R-RcppParallel-devel
BuildRequires: 	R-RcppArmadillo-devel
BuildRequires: 	R-bbmle
BuildRequires: 	R-VGAM
BuildRequires: 	R-poilog
BuildRequires: 	R-GUILDS
BuildRequires: 	R-poweRlaw
BuildRequires: 	R-labeling
BuildRequires: 	R-RColorBrewer
BuildRequires: 	R-viridisLite
BuildRequires: 	R-pkgconfig
BuildRequires: 	R-numDeriv
BuildRequires: 	R-bdsmatrix
BuildRequires: 	R-mvtnorm
BuildRequires: 	R-gbutils
BuildRequires: 	R-Rdpack
BuildRequires: 	R-gss
BuildRequires: 	R-stabledist
BuildRequires: 	R-nloptr
BuildRequires: 	R-rbibutils
 
Suggests:	R-ALEPlot
Suggests:	R-gbm
Suggests:	R-knitr
Suggests:	R-readr
Suggests:	R-rmarkdown
Suggests:	R-testthat
Suggests:	R-yaImpute
%description 
Accumulated Local Effects (ALE) were initially developed as a 
model-agnostic approach for global explanations of the results of 
black-box machine learning algorithms. ALE has a key advantage over 
other approaches like partial dependency plots (PDP) and SHapley 
Additive exPlanations (SHAP): its values represent a clean functional 
decomposition of the model. As such, ALE values are not affected by the 
presence or absence of interactions among variables in a mode. 
Moreover, its computation is relatively rapid. This package 
reimplements the algorithms for calculating ALE data and develops 
highly interpretable visualizations for plotting these ALE values. It 
also extends the original ALE concept to add bootstrap-based confidence 
intervals and ALE-based statistics that can be used for statistical 
inference. For more details, see Okoli, Chitu. 2023. “Statistical 
Inference Using Machine Learning and Classical Techniques Based on 
Accumulated Local Effects (ALE).” arXiv. 
<doi:10.48550/arXiv.2310.09877>. 
 
%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
%license %{rlibdir}/%{packname}/LICENSE
%{rlibdir}/%{packname}/Meta
%{rlibdir}/%{packname}/NAMESPACE
%doc %{rlibdir}/%{packname}/NEWS.md
%{rlibdir}/%{packname}/R
%{rlibdir}/%{packname}/data
%{rlibdir}/%{packname}/doc
%doc %{rlibdir}/%{packname}/help
%doc %{rlibdir}/%{packname}/html
 
%changelog