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Penalised Multivariate Regression ('Multi-Target Learning')

v1.0.0 · Sep 27, 2024 · GPL-3

Description

Implements penalised multivariate regression (i.e., for multiple outcomes and many features) by stacked generalisation (<doi:10.1093/bioinformatics/btab576>). For positively correlated outcomes, a single multivariate regression is typically more predictive than multiple univariate regressions. Includes functions for model fitting, extracting coefficients, outcome prediction, and performance measurement. For optional comparisons, install 'remMap' from GitHub (<https://github.com/cran/remMap>).

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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 NOTE
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 (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘remMap’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘remMap’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'remMap'
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘remMap’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘remMap’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'remMap'

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies glmnet palasso cornet transreg joinet

Version History

new 1.0.0 Mar 9, 2026