TIGERr
Technical Variation Elimination with Ensemble Learning Architecture
v1.0.0
·
Jan 6, 2022
·
GPL (>= 3)
Description
The R implementation of TIGER. TIGER integrates random forest algorithm into an innovative ensemble learning architecture. Benefiting from this advanced architecture, TIGER is resilient to outliers, free from model tuning and less likely to be affected by specific hyperparameters. TIGER supports targeted and untargeted metabolomics data and is competent to perform both intra- and inter-batch technical variation removal. TIGER can also be used for cross-kit adjustment to ensure data obtained from different analytical assays can be effectively combined and compared. Reference: Han S. et al. (2022) <doi:10.1093/bib/bbab535>.
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| 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 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| 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 (14 non-OK)
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Siyu Han <siyu.han@helmholtz-muenchen.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Siyu",
family = "Han",
role = c("aut", "cre"),
email = "siyu.han@helmholtz-muenchen.de"),
person(given = "Jialing",
family = "Huang",
role = "aut"),
person(given = "Francesco",
family = "Foppiano",
role = "aut"),
person(given = "Cornelia",
family = "Prehn",
role = "aut"),
person(given = "Jerzy",
family = "Adamski",
role = "aut"),
person(given = "Karsten",
family = "Suhre",
role = "aut"),
person(given = "Ying",
family = "Li",
role = "aut"),
person(given = "Giuseppe",
family = "Matullo",
role = "aut"),
person(given = "Freimut",
family = "Schliess",
role = "aut"),
person(given = "Christian",
family = "Gieger",
role = "aut"),
person(given = "Annette",
family = "Peters",
role = "aut"),
person(given = "Rui",
family = "Wang-Sattler",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Siyu Han <siyu.han@helmholtz-muenchen.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Siyu",
family = "Han",
role = c("aut", "cre"),
email = "siyu.han@helmholtz-muenchen.de"),
person(given = "Jialing",
family = "Huang",
role = "aut"),
person(given = "Francesco",
family = "Foppiano",
role = "aut"),
person(given = "Cornelia",
family = "Prehn",
role = "aut"),
person(given = "Jerzy",
family = "Adamski",
role = "aut"),
person(given = "Karsten",
family = "Suhre",
role = "aut"),
person(given = "Ying",
family = "Li",
role = "aut"),
person(given = "Giuseppe",
family = "Matullo",
role = "aut"),
person(given = "Freimut",
family = "Schliess",
role = "aut"),
person(given = "Christian",
family = "Gieger",
role = "aut"),
person(given = "Annette",
family = "Peters",
role = "aut"),
person(given = "Rui",
family = "Wang-Sattler",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
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Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Siyu Han <siyu.han@helmholtz-muenchen.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Siyu",
family = "Han",
role = c("aut", "cre"),
email = "siyu.han@helmholtz-muenchen.de"),
person(given = "Jialing",
family = "Huang",
role = "aut"),
person(given = "Francesco",
family = "Fo
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Siyu Han <siyu.han@helmholtz-muenchen.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Siyu",
family = "Han",
role = c("aut", "cre"),
email = "siyu.han@helmholtz-muenchen.de"),
person(given = "Jialing",
family = "Huang",
role = "aut"),
person(given = "Francesco",
family = "Fo
Dependency Network
Version History
new
1.0.0
Mar 9, 2026