Other packages > Find by keyword >

LogisticEnsembles  

Automatically Runs 24 Logistic Models (Individual and Ensembles)
View on CRAN: Click here


Download and install LogisticEnsembles package within the R console
Install from CRAN:
install.packages("LogisticEnsembles")

Install from Github:
library("remotes")
install_github("cran/LogisticEnsembles")

Install by package version:
library("remotes")
install_version("LogisticEnsembles", "0.8.2")



Attach the package and use:
library("LogisticEnsembles")
Maintained by
Russ Conte
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-01
Latest Update: 2025-04-01
Description:
Automatically returns 36 logistic models including 23 individual models and 13 ensembles of models of logistic data. The package also returns 10 plots, 5 tables, and a summary report. The package automatically builds all 36 models, reports all results, and provides graphics to show how the models performed. This can be used for a wide range of data sets. 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 36 models.
How to cite:
Russ Conte (2025). LogisticEnsembles: Automatically Runs 24 Logistic Models (Individual and Ensembles). R package version 0.8.2, https://cran.r-project.org/web/packages/LogisticEnsembles. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.5.0 (2025-04-01 18:10), 0.6.0 (2025-08-24 22:30), 0.8.0 (2025-08-31 22:20), 0.8.1 (2025-09-01 00:20), 0.8.2 (2025-10-13 01:00), 1.0.0 (2026-02-15 21:20)
Other packages that cited LogisticEnsembles R package
View LogisticEnsembles citation profile
Other R packages that LogisticEnsembles depends, imports, suggests or enhances
Complete documentation for LogisticEnsembles
Functions, R codes and Examples using the LogisticEnsembles R package
Full LogisticEnsembles package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA