Description
Computationally efficient tools for high dimensional predictive modeling (regression and classification). SAM is short for sparse additive modeling, and adopts the computationally efficient basis spline technique. We solve the optimization problems by various computational algorithms including the block coordinate descent algorithm, fast iterative soft-thresholding algorithm, and newton method. The computation is further accelerated by warm-start and active-set tricks.
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CRAN Check Status
2
NOTE
12
OK
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| 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 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| 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 (2 non-OK)
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 24.1Mb
sub-directories of 1Mb or more:
libs 24.0Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 24.7Mb
sub-directories of 1Mb or more:
libs 24.5Mb
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 22.6Mb
sub-directories of 1Mb or more:
libs 22.5Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 23.2Mb
sub-directories of 1Mb or more:
libs 23.0Mb
Reverse Dependencies (4)
imports
Dependency Network
Version History
new
1.2
Mar 10, 2026
new
1.0.2
Oct 14, 2012