CoOL
1.1.2CRANCauses of Outcome Learning
Archived on 25 Dec 2025
- CRAN's reason
issues were not addressed in time
Checks not fixed- Last release
- 1.1.2, 24 May 2022
Last release needs a package facing archival
mltools in Imports Fix due 11 Nov 2026 14 days left
# Needs the pak package.
# install.packages("pak")
# Built from source, so it needs build tools.
pak::pak("cran::CoOL@1.1.2") - CRAN checks, method
Method
Checks and health
CRAN runs every current package through
R CMD checkon a set of machines and publishes a result for each one. The health shown on a package page comes from these results alone.- Problems
- Notes alone never count against a package, but a warning, an error or a failure on any platform is a problem. Open CRAN deadlines are a fact of their own, shown as a clock after the mark, so the mark always says what the checks found.
- Checks only
- Health reflects CRAN's check results and nothing else. Even a package with no tests, no coverage or no recent release can have every platform OK.
- Once a day
- Results are collected once a day from files CRAN publishes. Each platform is one machine set-up, named by its R version, operating system, architecture and compiler, such as r-devel-linux-x86_64-fedora-clang.
- Platforms counted
- The 13 in 3 of 13 is the number of platform rows CRAN published for that package on the day of collection. The set of machines changes over time, so the number is not fixed, and a package missing from a platform counts as neither passing nor failing there.
- Not checkedarchived 25 Dec 2025
- Dependent packages, method
Method
Reverse dependencies
Dependent packages are other packages that list this one under
Depends,ImportsorLinkingToin theirDESCRIPTIONfile. Those fields list the packages a package needs to install, so dependents break if this one is archived or broken.- As declared
- The counts follow the declarations as written, not whether a package uses the other one when it runs.
- Suggests apart
- Packages that list this one only under
Suggestsinstall and run without it, and use it for tests, examples or an optional feature. They are counted as Suggested by, never among the dependents, and a package that also lists it under one of the three fields is a dependent and is not counted again. - Zero
- Zero dependents means no current CRAN package declares a need for this one, though some may suggest it. On 28 Oct 2026, 19,572 of the 25,581 current CRAN packages had no dependent package.
- 0none suggest it
- Advisories, method
Method
Security advisories
Advisories come from the R Consortium advisory database, a community record of security problems in R packages, as OSV publishes it.
- The copy
- The record is read once a day. The data is published under the Apache License 2.0 and is credited on the advisories list.
- Box under the name
- Under the package's name, a box names any advisory that affects the current release, with its fix or that there is none.
- Ranges
- Advisories state ranges, such as from 0.9.12 up to but not including 1.8.8. Each range is checked against every version CRAN has published, using the version rules R itself uses, so a release that came out after the advisory was written is still caught by its range.
- Not the package
- The rating is for the library flaw itself, not for how exposed the R package is, and it is never added up into a figure for the package.
- None known
About
Method, About Method Licence figures come from the Licences
License field of each package's DESCRIPTION file, read the way R itself reads it. No licence file is opened.tools::analyze_license() and R's own licence database, as CRAN's checks read it.| is read, so one string can offer two families.
Implementing the computational phase of the Causes of Outcome Learning approach as described in Rieckmann, Dworzynski, Arras, Lapuschkin, Samek, Arah, Rod, Ekstrom. 2022.
Full description
Implementing the computational phase of the Causes of Outcome Learning approach as described in Rieckmann, Dworzynski, Arras, Lapuschkin, Samek, Arah, Rod, Ekstrom. 2022. Causes of outcome learning: A causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome. International Journal of Epidemiology <doi:10.1093/ije/dyac078>. The optional 'ggtree' package can be obtained through Bioconductor.
- Maintainer
- Andreas Rieckmann
- Licence
- GPL-2
- Latest release
- 24 May 2022
- First release
- 12 Feb 2021
More details
- Releases
- 5
- Date
- 2022-05-23
- RoxygenNote
- 7.2.0
Cite
Package
Run in R for the authors' preferred citation:
citation("CoOL")Rieckmann, A., Dworzynski, P., Arras, L., & Thorn, C. (n.d.). CoOL: Causes of Outcome Learning (Version 1.1.2) [Computer software]. Retrieved October 28, 2026, from https://CRAN.R-project.org/package=CoOL
About
This package has no citation file, so citation() returns this entry built from DESCRIPTION.
R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
Balamuta, J. J. (2026). R Observatory: Metrics for CoOL version 1.1.2 [Data set]. HJJB, LLC. Data release v2026-10-28. https://doi.org/10.5281/zenodo.21843040
About
From data release v2026-10-28, which the citation names so these numbers can be found later.
Health
CRAN checks only the packages on CRAN, and it archived this one on 25 Dec 2025.
Downloads
Method, Downloads Method Download figures count requests logged by each distribution channel. They are not counts of installs or of users, because each channel publishes its own totals and this site reads them.Downloads
- Total downloads in the last 30 days
- 15−50% down on the 30 days before, the worse directionIt is the sum of 2 channels: r2u and autoCRAN.
r2u rank
8,522 of 30,526
r2u
6 downloads in the last 30 days
- Rank
- 8,522 of 30,526
- Change
- −57.1% down on the 30 days before, the worse direction
It is in the total. Take it out
autoCRAN
9 downloads in the last 30 days
- Rank
- 4,771 of 29,212
- Change
- −43.8% down on the 30 days before, the worse direction
It is in the total. Take it out
The total is 15 downloads in the last 30 days. It is the sum of 2 channels: r2u and autoCRAN.
Over time
Dependencies
Last release needs a package facing archival
| mltools | in Imports | Fix due 11 Nov 2026 | 14 days left |
|---|
- Needs
- 12
- Dependent packages
- 0
- Suggested by
- 0
Needs (12)
- ClustGeo
- data.table
- ggplot2
- graphics
- grDevices
- mltools
- plyr
- pROC
- Rcpp
- RcppArmadillo
- stats
- wesanderson
Code
Method, Code Method Code metrics come from reading the released source of each package version. The package is never installed, loaded or run.Code metrics
README, vignettes, a NEWS file and the shares read from its help pages. Files kept only in the repository, such as a pkgdown configuration or CI files, are read by the repository scan instead.
- Functions
- 35
- Public exports
- 28
- Lines of R code
- 1,136
- Median complexity
- 3.5
Functions (35)
Size and composition
Lines by kind (2,383)
| Kind | Lines | Share |
|---|---|---|
| R code | 1,136 | 48% |
| Documentation | 938 | 39% |
| Compiled code | 309 | 13% |
Lines by language
| Language | Lines | Share |
|---|---|---|
| R | 1,136 | 48% |
| Rd | 938 | 39% |
| C++ | 309 | 13% |
Languages are counted from file extensions.
- Files
- 38
- R functions
- 28
- Compiled functions
- 7
Complexity
- Median
- 3.5
- Mean
- 4.75
- Highest
- 16
- Median lines per function
- 16.5
About complexity
Cyclomatic complexity counts the independent paths through a function: 1 is a straight line, higher is harder to test. R functions only.
Call graph figures
- R functions
- 28
- Calls
- 20
- Unconnected
- 10
- Groups
- 1
Growth (5 releases)
Release changes
Tests
Method, Tests Method Test coverage is measured by downloading each CRAN package's current source file, installing its dependencies, building it and running its tests under covr.Test coverage
No coverage run is on record for this package.
- Lines of tests
- 0
- Has tests
- No
- Test frameworks
- No tests in this release
- Test lines per line of code
- 0
Documentation
- Help pages with examples
- 67.9%
- Examples run in checks
- 10.5%
Other documentation
- README
- Yes, 36 words
- Release notes file
- No
- Help pages
- 28
- Lines of documentation
- 938
People
Method, People Method People on the site are the names packages give them in their Author and maintainer identity
DESCRIPTION files: authors from the author list, and the maintainer from the Maintainer field. Spellings of one name become one person only where the rules below allow it, and when in doubt the rules keep people apart.
Maintainer since 1.0 (2021), author
Author
Contributor
Author
Repository
Method, figures by host Method Repository signals are the figures read from the source repository a package links to: stars, forks, issues, commits, releases and the time issues take to close. They are read from GitHub, GitLab, Codeberg and Bitbucket.Repository signals
URL and BugReports fields of its DESCRIPTION file. Read-only mirrors, the cran and bioc accounts on GitHub and git.bioconductor.org, are left out.
No repository on record
History
Method, History Method Archived is built from CRAN's archive records, its list of check deadlines and Bioconductor's package records. Every figure is counted to 28 Oct 2026, the day the data was read.Packages leaving
- On CRAN
- Archived
- Release
Archived
| Archived | Back | CRAN's reason | Kind |
|---|---|---|---|
| 25 Dec 2025 | not back | issues were not addressed in time | Checks not fixed |