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C50

An R package for fitting Quinlan's C5.0 classification model

https://github.com/topepo/c5.0

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 4 committers (25.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.8%) to scientific vocabulary

Keywords from Contributors

tidy-data
Last synced: 10 months ago · JSON representation

Repository

An R package for fitting Quinlan's C5.0 classification model

Basic Info
Statistics
  • Stars: 53
  • Watchers: 8
  • Forks: 19
  • Open Issues: 17
  • Releases: 3
Created almost 12 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog

README.md

R-CMD-check CRAN_Status_Badge Downloads

The C50 R package fits Quinlan's C5.0 classification model based on the source of from www.rulequest.com. Some of the functionality is based on

  • Quinlan. C4.5: Programs For Machine Learning (1993b) Morgan Kaufmann Publishers Inc. San Francisco, CA

Other resources:

To install the production version of the package, use:

r install.packages("C50")

and to install the development version, use

r require("devtools") install_github("topepo/C5.0")

Owner

  • Name: Max Kuhn
  • Login: topepo
  • Kind: user

GitHub Events

Total
  • Create event: 4
  • Release event: 1
  • Issues event: 5
  • Watch event: 3
  • Delete event: 4
  • Issue comment event: 3
  • Push event: 9
  • Pull request event: 8
Last Year
  • Create event: 4
  • Release event: 1
  • Issues event: 5
  • Watch event: 3
  • Delete event: 4
  • Issue comment event: 3
  • Push event: 9
  • Pull request event: 8

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 99
  • Total Committers: 4
  • Avg Commits per committer: 24.75
  • Development Distribution Score (DDS): 0.222
Past Year
  • Commits: 5
  • Committers: 1
  • Avg Commits per committer: 5.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Max Kuhn m****n@g****m 77
DavisVaughan d****s@r****m 11
mvculp m****p@m****u 10
Jim Hester j****r@g****m 1
Committer Domains (Top 20 + Academic)
mail.wvu.edu: 1 rstudio.com: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 39
  • Total pull requests: 20
  • Average time to close issues: 12 months
  • Average time to close pull requests: about 2 months
  • Total issue authors: 31
  • Total pull request authors: 4
  • Average comments per issue: 2.05
  • Average comments per pull request: 0.6
  • Merged pull requests: 18
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 4
  • Pull requests: 4
  • Average time to close issues: about 24 hours
  • Average time to close pull requests: about 12 hours
  • Issue authors: 3
  • Pull request authors: 1
  • Average comments per issue: 0.25
  • Average comments per pull request: 0.25
  • Merged pull requests: 4
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • topepo (6)
  • rakeshnbabu (3)
  • SamGG (2)
  • Pedrodpj92 (1)
  • spedygiorgio (1)
  • kohleth (1)
  • rmodepalli (1)
  • moh-kelani (1)
  • dr-jojo (1)
  • appleyuchi (1)
  • KyrMitsos (1)
  • RoyalTS94 (1)
  • ramnathv (1)
  • jlries61 (1)
  • rs7q5 (1)
Pull Request Authors
  • topepo (15)
  • DavisVaughan (6)
  • jimhester (1)
  • navamikairanda (1)
Top Labels
Issue Labels
bug (1)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • cran 12,905 last-month
  • Total docker downloads: 49,304
  • Total dependent packages: 32
    (may contain duplicates)
  • Total dependent repositories: 52
    (may contain duplicates)
  • Total versions: 26
  • Total maintainers: 1
cran.r-project.org: C50

C5.0 Decision Trees and Rule-Based Models

  • Versions: 18
  • Dependent Packages: 30
  • Dependent Repositories: 51
  • Downloads: 12,905 Last month
  • Docker Downloads: 49,304
Rankings
Dependent packages count: 2.5%
Dependent repos count: 3.5%
Forks count: 3.8%
Downloads: 4.1%
Stargazers count: 6.6%
Average: 7.1%
Docker downloads count: 22.4%
Maintainers (1)
mxkuhn@gmail.com
Last synced: 10 months ago
conda-forge.org: r-c50
  • Versions: 8
  • Dependent Packages: 2
  • Dependent Repositories: 1
Rankings
Dependent packages count: 19.6%
Dependent repos count: 24.3%
Average: 30.2%
Forks count: 36.7%
Stargazers count: 40.1%
Last synced: 10 months ago

Dependencies

.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/pkgdown.yaml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • r-lib/actions/setup-pandoc v1 composite
  • r-lib/actions/setup-r v1 composite
.github/workflows/pr-commands.yaml actions
  • actions/checkout v2 composite
  • r-lib/actions/pr-fetch v1 composite
  • r-lib/actions/pr-push v1 composite
  • r-lib/actions/setup-r v1 composite
DESCRIPTION cran
  • R >= 2.10.0 depends
  • Cubist >= 0.3.0 imports
  • partykit * imports
  • covr * suggests
  • knitr * suggests
  • modeldata * suggests
  • rmarkdown * suggests