Other packages > Find by keyword >

sbrl  

Scalable Bayesian Rule Lists Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sbrl", "1.4")



Attach the package and use:
library("sbrl")
Maintained by
Hongyu Yang
[Scholar Profile | Author Map]
First Published: 2016-06-15
Latest Update: 2024-03-26
Description:
An efficient implementation of Scalable Bayesian Rule Lists Algorithm, a competitor algorithm for decision tree algorithms; see Hongyu Yang, Cynthia Rudin, Margo Seltzer (2017) . It builds from pre-mined association rules and have a logical structure identical to a decision list or one-sided decision tree. Fully optimized over rule lists, this algorithm strikes practical balance between accuracy, interpretability, and computational speed.
How to cite:
Hongyu Yang (2016). sbrl: Scalable Bayesian Rule Lists Model. R package version 1.4, https://cran.r-project.org/web/packages/sbrl. Accessed 03 Apr. 2025.
Previous versions and publish date:
1.0 (2016-06-15 08:33), 1.1 (2016-07-24 16:13), 1.2 (2016-07-29 06:41), 1.3 (2024-03-26 17:50)
Other packages that cited sbrl R package
View sbrl citation profile
Other R packages that sbrl depends, imports, suggests or enhances
Complete documentation for sbrl
Functions, R codes and Examples using the sbrl R package
Full sbrl package functions and examples
Downloads during the last 30 days
03/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/01Downloads for sbrl02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

RZooRoH  
Partitioning of Individual Autozygosity into Multiple Homozygous-by-Descent Classes
Functions to identify Homozygous-by-Descent (HBD) segments associated with runs of homozygosity (ROH ...
Download / Learn more Package Citations See dependency  
jointDiag  
Joint Approximate Diagonalization of a Set of Square Matrices
Different algorithms to perform approximate joint diagonalization of a finite set of square matrice ...
Download / Learn more Package Citations See dependency  
RPMG  
Graphical User Interface (GUI) for Interactive R Analysis Sessions
Really Poor Man's Graphical User Interface, used to create interactive R analysis sessions with simp ...
Download / Learn more Package Citations See dependency  
automl  
Deep Learning with Metaheuristic
Fits from simple regression to highly customizable deep neural networks either with gradient descen ...
Download / Learn more Package Citations See dependency  
RI2by2  
Randomization Inference for Treatment Effects on a Binary Outcome
Computes attributable effects based confidence interval, permutation test confidence interval, or as ...
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  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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