R Observatory: Metrics for LogisticEnsembles version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

LogisticEnsembles

1.0.2Package record

Automatically Runs 18 Logistic Models-14 Individual Logistic Models and 4 Ensembles of Models

0packages depend

3.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Russ ConteCRAN page ↗GitHub ↗Issues ↗

Automatically returns results from 18 logistic models including 14 individual logistic models and 4 logistic ensembles of models. The package also returns 25 plots, 5 tables, and a summary report. The package automatically builds all 18 models, reports all results, and provides graphics to show how the models performed. This can be used for a wide range of data, such as sports or medical data. The package includes medical data (the Pima Indians data set), and information about the performance of Lebron James. The package can be used to analyze many other examples, such as stock market data. The package automatically returns many values for each model, such as True Positive Rate, True Negative Rate, False Positive Rate, False Negative Rate, Positive Predictive Value, Negative Predictive Value, F1 Score, Area Under the Curve. The package also returns 36 Receiver Operating Characteristic (ROC) curves for each of the 18 models.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("LogisticEnsembles", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("InfiniteCuriosity/LogisticEnsembles")

Development version from InfiniteCuriosity/LogisticEnsembles. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-logisticensembles

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-LogisticEnsembles

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-LogisticEnsembles

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 7.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02
ERROR11 OK, 1 ERROR2026-04-25
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMEYes · 586 wordsVignettesYes · 12 · dynamicNEWSYes · 100% structured · mentions 1.0.2Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7 (1 internal)includes a package overview page
Examples that run: no examples
Exported functions with examples: 0%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 0%

Vignettes (12)

Show 2 moreHide 2 vignettes

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #11,946 · ~9/day · ~273/mo

Releases R versions

Daily download trend is not available in this view yet.

35130 days

91790 days

3.3K1 year

Compare downloads with other packages →

Also on124 r2u5 autocran

How downloads are counted

Repository

infinitecuriosity/logisticensembles ↗Account: InfiniteCuriosity

3Stars

0Forks

11Open issues

0Open PRs

3Releases

127Commits

1Commit identities

127 commits · Last activity 2026-04-01 · 0% stars, 30d · Default branch at 1.0.2.9000, ahead of CRAN 1.0.2 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2025-11-13 · 12026-07-07 · 3

How these are measured

PracticesBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/infinitecuriosity/logisticensembles on 2026-10-18.

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

38 external dependencies (excludes base and recommended)

Installing LogisticEnsembles adds 204 packages (104 with compiled code, 158 MB of source tarballs). Heaviest: stringi 11 MB, TH.data 8.2 MB, ggplot2 6.0 MB.

Depends (43)

R >= 4.1.0adabag arm brnn C50 car caret corrplot Cubist doParallel dplyr e1071 gam gbm ggplot2 ggplotify glmnetgraphicsgridExtra gt htmltools htmlwidgets ipred klaR MachineShop magrittrMASSmdaparallelpls pROC purrr randomForest ranger reactable readrrpartscalesstatstidyr treeutilsxgboost

Imports (0)

none

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Russ Conte

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.2Latest
record
2026-02-26 · current release · diff ↗
1.0.0
record
2026-02-15 · diff ↗
0.8.2
record
2025-10-13 · diff ↗
0.8.1
record
2025-09-01 · diff ↗
0.8.0
record
2025-08-31 · diff ↗
0.6.0
record
2025-08-24 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.5.0
record
2025-04-01
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-04-01
Total releases: 7 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 39 KB / 5 files
Download size: 4.0 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("LogisticEnsembles")

Format

Conte, R. (2026). LogisticEnsembles: Automatically Runs 18 Logistic Models-14 Individual Logistic Models and 4 Ensembles of Models (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.LogisticEnsembles

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for LogisticEnsembles version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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