Science Score: 36.0%
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
Found .zenodo.json file -
○DOI references
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✓Academic publication links
Links to: scholar.google -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.8%) to scientific vocabulary
Keywords from Contributors
Repository
An R package for fitting Quinlan's Cubist regression model
Basic Info
- Host: GitHub
- Owner: topepo
- Language: C
- Default Branch: master
- Homepage: http://topepo.github.io/Cubist
- Size: 4.72 MB
Statistics
- Stars: 42
- Watchers: 5
- Forks: 12
- Open Issues: 11
- Releases: 4
Metadata Files
README.md
The Cubist R package fits Quinlan's Cubist regression model based on the source of from www.rulequest.com. Some of the functionality is based on
Quinlan. Learning with continuous classes. Proceedings of the 5th Australian Joint Conference On Artificial Intelligence (1992) pp. 343-348
Quinlan. Combining instance-based and model-based learning. Proceedings of the Tenth International Conference on Machine Learning (1993) pp. 236-243
More details on Cubist can be found in Applied Predictive Modeling. A presentation on the model can be found here. This R Views blog post has information on Cubist and compares it to RuleFit.
To install the production version of the package, use:
r
install.packages("Cubist")
and to install the development version, use
r
require("devtools")
install_github("topepo/Cubist")
Owner
- Name: Max Kuhn
- Login: topepo
- Kind: user
- Website: https://aml4td.org
- Repositories: 260
- Profile: https://github.com/topepo
GitHub Events
Total
- Create event: 5
- Release event: 2
- Issues event: 3
- Watch event: 3
- Delete event: 2
- Push event: 8
- Pull request review event: 1
- Pull request event: 5
Last Year
- Create event: 5
- Release event: 2
- Issues event: 3
- Watch event: 3
- Delete event: 2
- Push event: 8
- Pull request review event: 1
- Pull request event: 5
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Max Kuhn | m****n@g****m | 83 |
| DavisVaughan | d****s@r****m | 14 |
| Jim Hester | j****r@g****m | 4 |
| Max Kuhn | m****x@M****l | 3 |
| Laurae2 | L****2 | 1 |
| topepo | k****s@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 28
- Total pull requests: 30
- Average time to close issues: 5 months
- Average time to close pull requests: 2 months
- Total issue authors: 13
- Total pull request authors: 6
- Average comments per issue: 0.64
- Average comments per pull request: 0.7
- Merged pull requests: 27
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 3
- Pull requests: 5
- Average time to close issues: about 20 hours
- Average time to close pull requests: about 2 hours
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 5
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- topepo (14)
- PhilippPro (2)
- joezUoE (2)
- gtalckmin (1)
- philipp-baumann (1)
- boudrejp (1)
- lgautier (1)
- SongchaoChen (1)
- Laurae2 (1)
- tag-dad (1)
- kchaitanyabandi (1)
- N1h1l1sT (1)
- spedygiorgio (1)
Pull Request Authors
- topepo (20)
- DavisVaughan (10)
- jimhester (3)
- talegari (2)
- pjaselin (1)
- Laurae2 (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
-
Total downloads:
- cran 25,808 last-month
- Total docker downloads: 50,236
-
Total dependent packages: 22
(may contain duplicates) -
Total dependent repositories: 67
(may contain duplicates) - Total versions: 29
- Total maintainers: 1
cran.r-project.org: Cubist
Rule- And Instance-Based Regression Modeling
- Homepage: https://topepo.github.io/Cubist/
- Documentation: http://cran.r-project.org/web/packages/Cubist/Cubist.pdf
- License: GPL-3
-
Latest release: 0.5.0
published over 1 year ago
Rankings
Maintainers (1)
conda-forge.org: r-cubist
- Homepage: https://topepo.github.io/Cubist
- License: GPL-3.0-only
-
Latest release: 0.4.1
published over 3 years ago