Other packages > Find by keyword >

pre  

Prediction Rule Ensembles
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pre", "1.0.7")



Attach the package and use:
library("pre")
Maintained by
Marjolein Fokkema
[Scholar Profile | Author Map]
First Published: 2016-12-24
Latest Update: 2023-02-12
Description:
Derives prediction rule ensembles (PREs). Largely follows the procedure for deriving PREs as described in Friedman & Popescu (2008; ), with adjustments and improvements. The main function pre() derives prediction rule ensembles consisting of rules and/or linear terms for continuous, binary, count, multinomial, and multivariate continuous responses. Function gpe() derives generalized prediction ensembles, consisting of rules, hinge and linear functions of the predictor variables.
How to cite:
Marjolein Fokkema (2016). pre: Prediction Rule Ensembles. R package version 1.0.7, https://cran.r-project.org/web/packages/pre. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.1 (2016-12-24 18:36), 0.2 (2017-04-26 19:24), 0.3.0 (2017-08-03 17:03), 0.4-1 (2018-01-23 17:54), 0.4 (2017-08-31 20:37), 0.5.0 (2018-05-07 21:51), 0.6.0 (2018-08-03 13:10), 0.7.0 (2019-04-01 14:20), 0.7.1 (2019-04-26 13:40), 0.7.2 (2019-11-29 10:10), 1.0.0 (2020-03-06 10:20), 1.0.1 (2021-07-05 17:00), 1.0.2 (2022-02-25 09:00), 1.0.3 (2022-03-12 01:10), 1.0.4 (2022-03-30 09:00), 1.0.5 (2022-06-10 23:20), 1.0.6 (2023-02-12 23:50)
Other packages that cited pre R package
View pre citation profile
Other R packages that pre depends, imports, suggests or enhances
Complete documentation for pre
Functions, R codes and Examples using the pre R package
Some associated functions: bsnullinteract . caret_pre_model . carrillo . coef.gpe . coef.pre . corplot . cvpre . explain . gpe . gpe_cv.glmnet . gpe_rules_pre . gpe_sample . gpe_trees . importance.pre . interact . maxdepth_sampler . mi_mean . mi_pre . pairplot . plot.pre . pre . predict.gpe . predict.pre . print.gpe . print.pre . prune_pre . rTerm . rare_level_sampler . singleplot . summary.gpe . summary.pre . 
Some associated R codes: caret_pre_model.R . data.R . gpe.R . gpe_miscs.R . mi_pre.R . pre.R . utils.R .  Full pre package functions and examples
Downloads during the last 30 days
03/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/08Downloads for pre1020304050607080TrendBars

Today's Hot Picks in Authors and Packages

webglobe  
3D Interactive Globes
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency  
RODBC  
ODBC Database Access
txtq  
A Small Message Queue for Parallel Processes
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
Download / Learn more Package Citations See dependency  
GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
Download / Learn more Package Citations See dependency  
ecochange  
Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency  
xtermStyle  
Terminal Text Formatting Using Escape Sequences
Can be used for coloring output in terminals. It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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