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]
All associated links for this package
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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
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  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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