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jScore

https://github.com/liliulab/jscore

Science Score: 10.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Committers with academic emails
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    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.9%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: liliulab
  • License: other
  • Language: R
  • Default Branch: master
  • Size: 31.3 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 5 years ago · Last pushed about 3 years ago
Metadata Files
Readme License

README.md

J-score

J-score measures similarities between two clustering structures. It is implemented as an R/CRAN library. https://cran.r-project.org/web/packages/jScore/index.html

Install

install.packages('jScore')

Usage

```` library(jScore)

an example comparing two clustering assignments

truth=c(1,1,1,1,1,2,2,2,2,2,3,3,3,3,3) # A numeric vector of truth class labels. pred= c(1,1,1,2,2,2,3,3,3,4,4,4,5,5,5) # A numeric vector of predicted class labels. jscore(truth, pred) ## 0.5414634 ````

Reference

Please cite our publication in arXiv. Ahmadinejad N, Liu L (2021). J-Score: A Robust Measure of Clustering Accuracy https://arxiv.org/abs/2109.01306 (Manuscript under review in PeerJ)

Owner

  • Login: liliulab
  • Kind: user
  • Location: Tempe, AZ
  • Company: Arizona State University

GitHub Events

Total
Last Year

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 18
  • Total Committers: 3
  • Avg Commits per committer: 6.0
  • Development Distribution Score (DDS): 0.222
Past Year
  • Commits: 13
  • Committers: 1
  • Avg Commits per committer: 13.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
liliulab 4****b 14
Navid Ahmadinejad n****d@N****t 3
Navid Ahmadinejad n****d@N****l 1
Committer Domains (Top 20 + Academic)
navids-mbp.attlocal.net: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
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Packages

  • Total packages: 1
  • Total downloads:
    • cran 166 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 1
  • Total maintainers: 1
cran.r-project.org: jScore

Calculates the j-Score Between Two Clustering Assignments

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 166 Last month
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Average: 42.4%
Downloads: 82.8%
Maintainers (1)
navidfr@asu.edu
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • knitr * suggests
  • rmarkdown * suggests
  • testthat >= 3.0.0 suggests