Data

Tools

Indexes

Applications

Experiments

Open Source Science

inTrees

inTrees package

https://github.com/softwaredeng/intrees

Science Score: 20.0%

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
    1 of 4 committers (25.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (2.2%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

inTrees package

Basic Info
  • Host: GitHub
  • Owner: softwaredeng
  • Language: R
  • Default Branch: master
  • Size: 6.07 MB
Statistics
  • Stars: 39
  • Watchers: 6
  • Forks: 12
  • Open Issues: 11
  • Releases: 0
Created over 11 years ago · Last pushed about 2 years ago
Metadata Files
Readme

README.md

The R package for inTrees framework.

Deng, Houtao. "Interpreting tree ensembles with intrees." International Journal of Data Science and Analytics 7, no. 4 (2019): 277-287.

Reference: https://arxiv.org/abs/1408.5456

Python wrapper by @GillesVandewiele: https://github.com/IBCNServices/GENESIM/blob/master/constructors/inTrees.py

Owner

  • Name: Houtao Deng
  • Login: softwaredeng
  • Kind: user

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 36
  • Total Committers: 4
  • Avg Commits per committer: 9.0
  • Development Distribution Score (DDS): 0.222
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
softwaredeng h****o@i****m 28
Houtao Deng s****g@g****m 4
guanxin1121 x****8@a****u 3
houtao s****g@g****m 1
Committer Domains (Top 20 + Academic)
asu.edu: 1 instacart.com: 1

Issues and Pull Requests

Last synced: 12 months ago

All Time
  • Total issues: 22
  • Total pull requests: 0
  • Average time to close issues: 2 months
  • Average time to close pull requests: N/A
  • Total issue authors: 11
  • Total pull request authors: 0
  • Average comments per issue: 1.36
  • 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
View more stats
Top Authors
Issue Authors
  • softwaredeng (10)
  • Lmijnen (2)
  • camdenlopez (2)
  • daeumer (1)
  • shivonkar (1)
  • pimlabee (1)
  • ghost (1)
  • Sandy4321 (1)
  • amin0511ss (1)
  • Denielll (1)
  • YuuYabuEY (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 868 last-month
  • Total dependent packages: 1
  • Total dependent repositories: 5
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: inTrees

Interpret Tree Ensembles

  • Versions: 5
  • Dependent Packages: 1
  • Dependent Repositories: 5
  • Downloads: 868 Last month
Rankings
Forks count: 5.8%
Stargazers count: 8.3%
Dependent repos count: 13.0%
Average: 13.0%
Dependent packages count: 18.1%
Downloads: 20.0%
Maintainers (1)
softwaredeng@gmail.com
Last synced: 12 months ago

Dependencies

inTrees/DESCRIPTION cran
  • RRF * imports
  • arules * imports
  • data.table * imports
  • gbm * imports
  • methods * imports
  • xgboost * imports
  • xtable * imports
inTrees.Rcheck/00_pkg_src/inTrees/DESCRIPTION cran
  • RRF * imports
  • arules * imports
  • data.table * imports
  • gbm * imports
  • methods * imports
  • xgboost * imports
  • xtable * imports
inTrees.Rcheck/inTrees/DESCRIPTION cran
  • RRF * imports
  • arules * imports
  • data.table * imports
  • gbm * imports
  • methods * imports
  • xgboost * imports
  • xtable * imports