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rpart

Recursive Partitioning and Regression Trees

https://github.com/bethatkinson/rpart

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
    2 of 10 committers (20.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.1%) to scientific vocabulary

Keywords

cart classification cran r statistics

Keywords from Contributors

tidy-data
Last synced: 6 months ago · JSON representation

Repository

Recursive Partitioning and Regression Trees

Basic Info
  • Host: GitHub
  • Owner: bethatkinson
  • Language: C
  • Default Branch: master
  • Homepage:
  • Size: 314 KB
Statistics
  • Stars: 54
  • Watchers: 3
  • Forks: 26
  • Open Issues: 16
  • Releases: 0
Topics
cart classification cran r statistics
Created over 7 years ago · Last pushed 10 months ago
Metadata Files
Readme Changelog

README.md

The rpart package Rpart logo

CRAN_STATUS_BADGE Downloads

This is the source code for the rpart package, which is a recommended package in R. It gets posted to the comprehensive R archive (CRAN) as needed after undergoing a thorough testing.

Overview

The rpart code builds classification or regression models of a very general structure using a two stage procedure; the resulting models can be represented as binary trees. The package implements many of the ideas found in the CART (Classification and Regression Trees) book and programs of Breiman, Friedman, Olshen and Stone. Because CART is the trademarked name of a particular software implementation of these ideas and tree was used for the Splus routines of Clark and Pregibon, a different acronym - Recursive PARTitioning or rpart - was chosen.

Owner

  • Name: Beth Atkinson
  • Login: bethatkinson
  • Kind: user
  • Location: Rochester, MN
  • Company: Mayo Clinic

GitHub Events

Total
  • Issues event: 3
  • Watch event: 7
  • Issue comment event: 9
  • Push event: 1
  • Fork event: 2
Last Year
  • Issues event: 3
  • Watch event: 7
  • Issue comment event: 9
  • Push event: 1
  • Fork event: 2

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 43
  • Total Committers: 10
  • Avg Commits per committer: 4.3
  • Development Distribution Score (DDS): 0.512
Past Year
  • Commits: 10
  • Committers: 3
  • Avg Commits per committer: 3.333
  • Development Distribution Score (DDS): 0.5
Top Committers
Name Email Commits
Beth Atkinson a****n@m****u 21
Ricardo Villalba r****a@g****m 5
Ethan Heinzen h****n@m****u 5
Rafael Fontenelle r****r@g****m 4
Pieter Schoonees s****s@g****m 2
Michael Chirico m****4@g****m 2
b780620 B****l@8****m 1
Brian Quistorff b****f@g****m 1
Brandon Greenwell g****n@g****m 1
Ivan Krylov i****v@d****g 1
Committer Domains (Top 20 + Academic)
mayo.edu: 2 disroot.org: 1 8451.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 59
  • Total pull requests: 13
  • Average time to close issues: over 1 year
  • Average time to close pull requests: 3 months
  • Total issue authors: 38
  • Total pull request authors: 8
  • Average comments per issue: 1.71
  • Average comments per pull request: 0.62
  • Merged pull requests: 11
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 5
  • Pull requests: 0
  • Average time to close issues: 3 months
  • Average time to close pull requests: N/A
  • Issue authors: 5
  • Pull request authors: 0
  • Average comments per issue: 1.4
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • A-Pai (20)
  • bgreenwell (2)
  • JiaqiHu2021 (2)
  • kurpav00 (1)
  • zaq0718 (1)
  • davavra (1)
  • RoelVerbelen (1)
  • jgarces02 (1)
  • wreck84 (1)
  • gsnrguo (1)
  • topepo (1)
  • aaa55856 (1)
  • karineek (1)
  • NoushinN (1)
  • thamron (1)
Pull Request Authors
  • eheinzen (5)
  • bgreenwell (2)
  • daroczig (2)
  • wch (2)
  • MichaelChirico (2)
  • bquistorff (1)
  • schoonees (1)
  • carlyw (1)
Top Labels
Issue Labels
help wanted (10) enhancement (2) bug (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 56,399 last-month
  • Total docker downloads: 151,030,709
  • Total dependent packages: 299
  • Total dependent repositories: 1,022
  • Total versions: 84
  • Total maintainers: 1
cran.r-project.org: rpart

Recursive Partitioning and Regression Trees

  • Versions: 84
  • Dependent Packages: 299
  • Dependent Repositories: 1,022
  • Downloads: 56,399 Last month
  • Docker Downloads: 151,030,709
Rankings
Dependent packages count: 0.4%
Dependent repos count: 0.4%
Downloads: 1.1%
Forks count: 3.8%
Average: 5.2%
Stargazers count: 8.0%
Docker downloads count: 17.3%
Maintainers (1)
atkinson@mayo.edu
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 2.15.0 depends
  • grDevices * depends
  • graphics * depends
  • stats * depends
  • survival * suggests