Other packages > Find by keyword >

glmtree  

Logistic Regression Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("glmtree", "0.3.1")



Attach the package and use:
library("glmtree")
Maintained by
Adrien Ehrhardt
[Scholar Profile | Author Map]
First Published: 2019-10-06
Latest Update: 2024-03-06
Description:
A logistic regression tree is a decision tree with logistic regressions at its leaves. A particular stochastic expectation maximization algorithm is used to draw a few good trees, that are then assessed via the user's criterion of choice among BIC / AIC / test set Gini. The formal development is given in a PhD chapter, see Ehrhardt (2019) .
How to cite:
Adrien Ehrhardt (2019). glmtree: Logistic Regression Trees. R package version 0.3.1, https://cran.r-project.org/web/packages/glmtree. Accessed 06 May. 2025.
Previous versions and publish date:
0.1 (2019-10-06 14:50), 0.2 (2020-10-03 09:50)
Other packages that cited glmtree R package
View glmtree citation profile
Other R packages that glmtree depends, imports, suggests or enhances
Complete documentation for glmtree
Functions, R codes and Examples using the glmtree R package
Some associated functions: generateData . glmdisc-class . glmtree . initialization . normalizedGini . predict_tweaked . 
Some associated R codes: allClasses.R . cutDataset.R . generateData.R . glmtree.R . initialization.R . normalizedGini.R . predict_tweaked.R .  Full glmtree package functions and examples
Downloads during the last 30 days
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/05Downloads for glmtree02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  
tashu  
Analysis and Prediction of Bicycle Rental Amount
Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on spe ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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