caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
7 of 112 committers (6.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.9%) to scientific vocabulary
Keywords from Contributors
gbdt
gbm
gbrt
tidy-data
package-creation
xgboost
grammar
data-manipulation
distributed
documentation-tool
Last synced: 10 months ago
·
JSON representation
Repository
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Basic Info
- Host: GitHub
- Owner: topepo
- Language: R
- Default Branch: master
- Homepage: http://topepo.github.io/caret/index.html
- Size: 378 MB
Statistics
- Stars: 1,656
- Watchers: 105
- Forks: 630
- Open Issues: 217
- Releases: 4
Created about 12 years ago
· Last pushed over 1 year ago
Metadata Files
Readme
Codeowners
README.md
](https://github.com/topepo/caret/actions/workflows/R-CMD-check.yaml)
Classification and Regression Training
Miscellaneous functions for training and plotting classification and regression models. Detailed documentation is at http://topepo.github.io/caret/index.html
Install the current release from CRAN:
r
install.packages('caret')
Install the development version from GitHub:
r
pak::pak('topepo/caret/pkg/caret')
Status
caret will be 20 years old in March of 2026. The package is currently in maintenance mode; the author will fix bugs and make CRAN releases as needed, but there will not be any major features in the package. It will stay on CRAN long-term; it's not going away.
Owner
- Name: Max Kuhn
- Login: topepo
- Kind: user
- Website: https://aml4td.org
- Repositories: 260
- Profile: https://github.com/topepo
GitHub Events
Total
- Create event: 3
- Release event: 1
- Issues event: 12
- Watch event: 52
- Delete event: 1
- Issue comment event: 10
- Push event: 8
- Pull request review comment event: 1
- Pull request review event: 1
- Pull request event: 22
- Fork event: 7
Last Year
- Create event: 3
- Release event: 1
- Issues event: 12
- Watch event: 52
- Delete event: 1
- Issue comment event: 10
- Push event: 8
- Pull request review comment event: 1
- Pull request review event: 1
- Pull request event: 22
- Fork event: 7
Committers
Last synced: 12 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| topepo | m****n@g****m | 1,131 |
| Tyler Hunt | t****t@u****u | 115 |
| Zach Mayer | z****r@g****m | 81 |
| topepo | k****3@a****m | 54 |
| hadjipantelis | p****s@g****m | 50 |
| terrytangyuan | t****n@g****m | 37 |
| Max Kuhn | m****x@M****l | 26 |
| David Shaub | d****b | 19 |
| Erwan Le Pennec | l****c@g****m | 18 |
| asardaes | a****a@g****m | 15 |
| Andrew Ziem | a****1@g****m | 14 |
| Vitalie Spinu | s****t@g****m | 9 |
| Can Candan | c****n@g****m | 8 |
| Jared Knowles | j****s@g****m | 7 |
| schistyakov | s****v@h****m | 6 |
| Benjamin Allévius | b****k@m****e | 5 |
| topepo | k****s@g****m | 5 |
| m-dz | m****t@g****m | 5 |
| djacobs7 | d****7@g****m | 5 |
| Sergey Korop | s****p@g****m | 5 |
| Mateusz Kobos | m****z@m****m | 5 |
| floriandeboissieu | f****s@g****m | 4 |
| rlesca01 | r****u@g****m | 4 |
| Paul Kaefer | 2****r | 3 |
| Pierre Gramme | p****e@g****m | 3 |
| Pieter Schoonees | s****s@g****m | 3 |
| Rubin Wei | w****n@g****m | 3 |
| Xavier Robin | x****b@x****e | 3 |
| adimajo | z****5@g****m | 3 |
| vermouthmjl | v****l@g****m | 3 |
| and 82 more... | ||
Committer Domains (Top 20 + Academic)
wikimedia.org: 1
wrig.de: 1
gmx.net: 1
ef-prime.com: 1
allegro.pl: 1
uni-wuerzburg.de: 1
hence-analytics.com: 1
msn.com: 1
biostat.ku.dk: 1
marvins-mbp.fritz.box: 1
imbs.uni-luebeck.de: 1
scarff.id.au: 1
unibas.ch: 1
gmx.de: 1
email.ulster.ac.uk: 1
vitorbaptista.com: 1
yihui.name: 1
maelick.net: 1
sydney.edu.au: 1
znmeb.net: 1
utah.edu: 1
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 130
- Total pull requests: 67
- Average time to close issues: 7 months
- Average time to close pull requests: 6 months
- Total issue authors: 113
- Total pull request authors: 17
- Average comments per issue: 1.39
- Average comments per pull request: 0.51
- Merged pull requests: 22
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 15
- Pull requests: 37
- Average time to close issues: about 1 hour
- Average time to close pull requests: about 3 hours
- Issue authors: 14
- Pull request authors: 2
- Average comments per issue: 0.13
- Average comments per pull request: 0.03
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- MichaelChirico (5)
- mmarcato (2)
- ArpitGaurTools (2)
- topepo (2)
- serkor1 (2)
- EmilHvitfeldt (2)
- jarbet (2)
- coforfe (2)
- elpidiofilho (2)
- luca-scr (2)
- DarioS (2)
- DavorJ (2)
- bpuladi (2)
- The-Killbill (2)
- ToeKneeFan (1)
Pull Request Authors
- MichaelChirico (37)
- topepo (12)
- bpuladi (6)
- carloscinelli (2)
- aadler (2)
- powerpak (1)
- GFabien (1)
- xabriel (1)
- serkor1 (1)
- ianchi (1)
- hadjipantelis (1)
- gsenseless (1)
- xiaochi-liu (1)
- terrytangyuan (1)
- cancandan (1)
Top Labels
Issue Labels
bug (1)
reproducible (1)
next release (1)
enhancement (1)
Pull Request Labels
Packages
- Total packages: 2
-
Total downloads:
- cran 159,438 last-month
- Total docker downloads: 33,744,519
-
Total dependent packages: 332
(may contain duplicates) -
Total dependent repositories: 1,282
(may contain duplicates) - Total versions: 156
- Total maintainers: 1
cran.r-project.org: caret
Classification and Regression Training
- Homepage: https://github.com/topepo/caret/
- Documentation: http://cran.r-project.org/web/packages/caret/caret.pdf
- License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
-
Latest release: 7.0-1
published over 1 year ago
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent packages count: 0.4%
Dependent repos count: 0.4%
Downloads: 0.8%
Average: 3.2%
Docker downloads count: 17.3%
Maintainers (1)
Last synced:
10 months ago
conda-forge.org: r-caret
- Homepage: https://github.com/topepo/caret/
- License: GPL-2.0-or-later
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Latest release: 6.0_79
published almost 4 years ago
Rankings
Dependent packages count: 4.8%
Dependent repos count: 5.5%
Forks count: 6.4%
Average: 6.8%
Stargazers count: 10.3%
Last synced:
10 months ago
Dependencies
pkg/caret/DESCRIPTION
cran
- R >= 3.2.0 depends
- ggplot2 * depends
- lattice >= 0.20 depends
- ModelMetrics >= 1.2.2.2 imports
- e1071 * imports
- foreach * imports
- grDevices * imports
- methods * imports
- nlme * imports
- pROC * imports
- plyr * imports
- recipes >= 0.1.10 imports
- reshape2 * imports
- stats * imports
- stats4 * imports
- utils * imports
- withr >= 2.0.0 imports
- BradleyTerry2 * suggests
- Cubist * suggests
- MASS * suggests
- MLmetrics * suggests
- Matrix * suggests
- RANN * suggests
- covr * suggests
- dplyr * suggests
- earth >= 2.2 suggests
- ellipse * suggests
- fastICA * suggests
- gam >= 1.15 suggests
- ipred * suggests
- kernlab * suggests
- klaR * suggests
- knitr * suggests
- mda * suggests
- mgcv * suggests
- mlbench * suggests
- nnet * suggests
- pamr * suggests
- party >= 0.9 suggests
- pls * suggests
- proxy * suggests
- randomForest * suggests
- rmarkdown * suggests
- rpart * suggests
- spls * suggests
- subselect * suggests
- superpc * suggests
- testthat >= 0.9.1 suggests
- themis >= 0.1.3 suggests
.github/workflows/R-CMD-check.yaml
actions
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/upload-artifact main composite
- r-lib/actions/setup-pandoc v1 composite
- r-lib/actions/setup-r v1 composite
.github/workflows/test-coverage.yaml
actions
- actions/cache v2 composite
- actions/checkout v2 composite
- r-lib/actions/setup-r v1 composite