spBPS
Bayesian Predictive Stacking for Scalable Geospatial Transfer Learning
Description
Provides functions for Bayesian Predictive Stacking within the Bayesian transfer learning framework for geospatial artificial systems, as introduced in "Bayesian Transfer Learning for Artificially Intelligent Geospatial Systems: A Predictive Stacking Approach" (Presicce and Banerjee, 2025) <doi:10.48550/arXiv.2410.09504>. This methodology enables efficient Bayesian geostatistical modeling, utilizing predictive stacking to improve inference across spatial datasets. The core functions leverage 'C++' for high-performance computation, making the framework well-suited for large-scale spatial data analysis in parallel and distributed computing environments. Designed for scalability, it allows seamless application in computationally demanding scenarios.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (6 non-OK)
compiled code
File ‘spBPS/libs/spBPS.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
compiled code
File ‘spBPS/libs/spBPS.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
compiled code
File 'spBPS/libs/x64/spBPS.dll': Found non-API call to R: 'R_UnboundValue' Compiled code should not call non-API entry points in R. See 'Writing portable packages' in the 'Writing R Extensions' manual, and section 'Moving into C API compliance' for issues with the use of non-API entry points.
installed package size
installed size is 6.2Mb
sub-directories of 1Mb or more:
libs 5.8Mb
installed package size
installed size is 6.4Mb
sub-directories of 1Mb or more:
libs 5.9Mb
compiled code
File ‘spBPS/libs/spBPS.so’: Found non-API call to R: ‘R_UnboundValue’ Compiled code should not call non-API entry points in R. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual, and section ‘Moving into C API compliance’ for issues with the use of non-API entry points.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 26, 2026
installed package size
installed size is 6.2Mb
sub-directories of 1Mb or more:
libs 5.8Mb
installed package size
installed size is 6.4Mb
sub-directories of 1Mb or more:
libs 5.9Mb
ERROR 4 OK · 2 NOTE · 0 WARNING · 8 ERROR · 0 FAILURE Mar 10, 2026
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-devel-clang/Work/PKGS/spBPS.Rcheck/00install.out’ for details.
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/spBPS.Rcheck/00install.out’ for details.
whether package can be installed
Installation failed. See ‘/data/gannet/ripley/R/packages/tests-clang/spBPS.Rcheck/00install.out’ for details.
whether package can be installed
Installation failed. See ‘/data/gannet/ripley/R/packages/tests-devel/spBPS.Rcheck/00install.out’ for details.
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/spBPS.Rcheck/00install.out' for details.
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-release-gcc/Work/PKGS/spBPS.Rcheck/00install.out’ for details.
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.5/spBPS.Rcheck/00install.out' for details.
installed package size
installed size is 6.5Mb
sub-directories of 1Mb or more:
libs 6.2Mb
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
libs 6.0Mb
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.4/spBPS.Rcheck/00install.out' for details.