mcboost: Multi-Calibration Boosting for R
mcboost: Multi-Calibration Boosting for R - Published in JOSS (2021)
https://github.com/mlr-org/mcboost
Keywords
bias-correction bias-detection classification ethics fairness fairness-ai fairness-ml machine-learning post-processing responsible-ai
Keywords from Contributors
mlr3 bagging dataflow-programming ensemble-learning pipelines preprocessing stacking
Last synced: 2 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
Multi-Calibration & Multi-Accuracy Boosting for R
- Host: GitHub
- URL: https://github.com/mlr-org/mcboost
- Owner: mlr-org
- License: other
- Created: 2020-12-28T17:30:34.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2025-07-24T08:20:20.000Z (5 months ago)
- Last Synced: 2025-10-17T23:27:09.682Z (2 months ago)
- Topics: bias-correction, bias-detection, classification, ethics, fairness, fairness-ai, fairness-ml, machine-learning, post-processing, responsible-ai
- Language: R
- Homepage:
- Size: 864 KB
- Stars: 33
- Watchers: 3
- Forks: 4
- Open Issues: 6
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md
- Codemeta: codemeta.json
Owner metadata
- Name: mlr-org
- Login: mlr-org
- Email:
- Kind: organization
- Description:
- Website: https://mlr-org.com
- Location: Munich, Germany
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/12941794?v=4
- Repositories: 81
- Last ynced at: 2025-10-14T18:54:29.424Z
- Profile URL: https://github.com/mlr-org
GitHub Events
Total
- Issues event: 1
- Watch event: 2
- Issue comment event: 2
- Push event: 1
- Create event: 1
Last Year
- Issues event: 1
- Watch event: 2
- Issue comment event: 2
- Push event: 1
- Create event: 1
Committers metadata
Last synced: 2 months ago
Total Commits: 298
Total Committers: 8
Avg Commits per committer: 37.25
Development Distribution Score (DDS): 0.48
Commits in past year: 2
Committers in past year: 1
Avg Commits per committer in past year: 2.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| pfistfl | p****f@g****m | 155 |
| Carolin | c****r@c****e | 56 |
| chkern | c****n@u****e | 50 |
| susanne-207 | d****e@g****m | 27 |
| Sebastian Fischer | s****r@g****m | 5 |
| mikekimbackward | m****d@g****m | 3 |
| Owen Ward | 3****d | 1 |
| Matthew Sun | m****8@g****m | 1 |
Committer domains:
- uni-mannheim.de: 1
- campus.lmu.de: 1
Issue and Pull Request metadata
Last synced: 2 months ago
Total issues: 38
Total pull requests: 8
Average time to close issues: 12 days
Average time to close pull requests: about 2 months
Total issue authors: 7
Total pull request authors: 6
Average comments per issue: 1.0
Average comments per pull request: 0.5
Merged pull request: 7
Bot issues: 0
Bot pull requests: 0
Past year issues: 2
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 2
Past year pull request authors: 0
Past year average comments per issue: 1.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- pfistfl (29)
- chkern (3)
- dandls (2)
- flinder (1)
- be-marc (1)
- carobec (1)
- unai-fa (1)
Top Pull Request Authors
- sebffischer (2)
- mb706 (2)
- dandls (2)
- carobec (2)
- OwenWard (1)
- chkern (1)
Top Issue Labels
- enhancement (1)
Top Pull Request Labels
- enhancement (1)
Package metadata
- Total packages: 1
-
Total downloads:
- cran: 325 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 7
- Total maintainers: 1
cran.r-project.org: mcboost
Multi-Calibration Boosting
- Homepage: https://github.com/mlr-org/mcboost
- Documentation: http://cran.r-project.org/web/packages/mcboost/mcboost.pdf
- Licenses: LGPL (≥ 3)
- Latest release: 0.4.4 (published 5 months ago)
- Last Synced: 2025-10-26T01:13:00.142Z (2 months ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 325 Last month
-
Rankings:
- Stargazers count: 10.709%
- Forks count: 12.823%
- Average: 26.18%
- Dependent packages count: 29.797%
- Dependent repos count: 35.455%
- Downloads: 42.117%
- Maintainers (1)
Dependencies
- R >= 3.1.0 depends
- R6 >= 2.4.1 imports
- backports * imports
- checkmate >= 2.0.0 imports
- data.table >= 1.13.6 imports
- glmnet * imports
- mlr3 >= 0.10 imports
- mlr3misc >= 0.8.0 imports
- mlr3pipelines >= 0.3.0 imports
- rmarkdown * imports
- rpart * imports
- PracTools * suggests
- covr * suggests
- curl * suggests
- formattable * suggests
- knitr * suggests
- lgr * suggests
- mlr3learners * suggests
- mlr3oml * suggests
- neuralnet * suggests
- paradox * suggests
- ranger * suggests
- testthat >= 3.1.0 suggests
- tidyverse * suggests
- xgboost * suggests
- actions/checkout v2.3.4 composite
- actions/upload-artifact v2.2.1 composite
- pat-s/always-upload-cache v2.1.3 composite
- r-lib/actions/setup-pandoc master composite
- r-lib/actions/setup-r master composite
- r-lib/actions/setup-tinytex master composite
Score: 11.52990056917619