File R-SMOTEWB.spec of Package R-SMOTEWB

# Automatically generated by CRAN2OBS
# 
# Spec file for package SMOTEWB 
# This file is auto-generated using information in the package source, 
# esp. Description and Summary. Improvements in that area should be 
# discussed with upstream. 
# 
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%global packname  SMOTEWB 
%global rlibdir   %{_libdir}/R/library 
 
Name:           R-%{packname} 
Version:        1.2.5 
Release:        0 
Summary:        Imbalanced Resampling using SMOTE with Boosting (SMOTEWB) 
Group:          Development/Libraries/Other 
License:        MIT + file LICENSE 
URL:            http://cran.r-project.org/web/packages/%{packname} 
Source:         SMOTEWB_1.2.5.tar.gz 
Requires:       R-base 
Requires:	R-FNN
Requires:	R-RANN
Requires:	R-Rfast
Requires:	R-Rcpp
Requires:	R-zigg
Requires:	R-RcppParallel
Requires:	R-RcppArmadillo
 
# %%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-FNN
BuildRequires: 	R-RANN
BuildRequires: 	R-Rfast
BuildRequires: 	R-Rcpp-devel
BuildRequires: 	R-zigg
BuildRequires: 	R-RcppParallel-devel
BuildRequires: 	R-RcppArmadillo-devel
 
%description 
Provides the SMOTE with Boosting (SMOTEWB) algorithm. See F. Sağlam, M. 
A. Cengiz (2022) <doi:10.1016/j.eswa.2022.117023>. It is a SMOTE-based 
resampling technique which creates synthetic data on the links between 
nearest neighbors. SMOTEWB uses boosting weights to determine where to 
generate new samples and automatically decides the number of neighbors 
for each sample. It is robust to noise and outperforms most of the 
alternatives according to Matthew Correlation Coefficient metric. 
Alternative resampling methods are also available in the package. 
 
%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
%{rlibdir}/%{packname}/R
%doc %{rlibdir}/%{packname}/help
%doc %{rlibdir}/%{packname}/html
 
%changelog